{
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  "generated_at": "2026-07-05T23:10:00.195Z",
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        {
          "step": 4,
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        {
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        },
        {
          "step": 6,
          "tool": "get_install_guide",
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      ],
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        "search_skills(\"Codebase Analysis Probe\")",
        "search_skills(\"Code Quality Standards\")",
        "search_skills(\"Markdown Authoring Helper\")"
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      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
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        "Before editing an unfamiliar repository",
        "Before estimating implementation scope",
        "When onboarding an agent to a codebase"
      ],
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        "When production credentials are required",
        "When the user asks to modify files without review",
        "When the repository cannot be inspected"
      ],
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        "Important files and ownership boundaries are identified",
        "Risks and test surfaces are called out",
        "The next action is reviewable"
      ],
      "failure_modes": [
        "Over-broad file scan",
        "Missed generated files or build outputs",
        "Generic advice without repository evidence"
      ],
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        "category": "Developer Workflow",
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        {
          "slug": "code-quality-standards",
          "title": "Code Quality Standards",
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          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
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          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
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      ],
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        "agent-builders"
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        "wrangler or Pages config",
        "Relevant package scripts"
      ],
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        "Failure hypothesis",
        "Local patch plan",
        "Verification command list"
      ],
      "primary_skill_slug": "configure-optimize-and-troubleshoot-cdn-deployments",
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        "codebase-analysis-probe"
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        "https://getskillary.com/downloads/codebase-analysis-probe.zip"
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        "No remote deployment is performed"
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        "Changing Cloudflare settings without authorization",
        "Ignoring generated asset drift"
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      "status": "public_solution_page_ready",
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        "title": "Configure, Optimize, and Troubleshoot CDN Deployments",
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        "category": "Developer Workflow",
        "sub_category": "Cloud API Operations"
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          "download_url": "https://getskillary.com/downloads/automated-deployment-ci-cd.zip",
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          "category": "Developer Workflow",
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        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Fix+a+failed+Cloudflare+Pages+deployment+from+local+evidence&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC002%0ASolution+slug%3A+fix-failed-cloudflare-pages-deployment%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ffix-failed-cloudflare-pages-deployment%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Fix+a+failed+Cloudflare+Pages+deployment+from+local+evidence&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC002%0ASolution+slug%3A+fix-failed-cloudflare-pages-deployment%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ffix-failed-cloudflare-pages-deployment%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC003",
      "slug": "generate-implementation-plan-from-requirements",
      "title": "Generate an implementation plan from requirements",
      "canonical_url": "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A user has rough requirements but needs a practical build sequence.",
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      "inputs_required": [
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        "Definition of done"
      ],
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        "Validation checklist"
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      "recommended_skill_slugs": [
        "development-planning-design",
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      "skill_bundle_urls": [
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        "https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/",
        "https://getskillary.com/skills/linear-jira-task-requirements/"
      ],
      "download_urls": [
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        "https://getskillary.com/downloads/create-a-detailed-phased-implementation-plan.zip",
        "https://getskillary.com/downloads/linear-jira-task-requirements.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
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        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
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        },
        {
          "step": 2,
          "tool": "get_solution_detail",
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          "step": 3,
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        },
        {
          "step": 4,
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        },
        {
          "step": 5,
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          "status": "existing_skill_discovery_tool",
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        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Generate an implementation plan from requirements\")",
        "search_skills(\"Development Planning and Design\")",
        "search_skills(\"Create A Detailed, Phased Implementation Plan\")",
        "search_skills(\"Linear and Jira Task Requirements\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When requirements need engineering shape",
        "Before coding a multi-step change",
        "When acceptance criteria are missing"
      ],
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        "When the user needs live project-management API writes",
        "When requirements are confidential and cannot be provided",
        "When the task is already a one-line fix"
      ],
      "success_criteria": [
        "Phases are sequenced",
        "Risks and validation steps are included",
        "Tasks can be copied into a tracker manually"
      ],
      "failure_modes": [
        "Over-large phases",
        "Missing validation",
        "No distinction between must-have and later work"
      ],
      "example_user_prompt": "What AI agent workflow can turn requirements into implementation tasks?",
      "example_input": "A product brief with must-have and later-phase requirements.",
      "example_output_summary": "A phased plan with implementation slices, tests, and handoff notes.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/development-planning-design/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "development-planning-design",
        "title": "Development Planning and Design",
        "canonical_url": "https://getskillary.com/skills/development-planning-design/",
        "download_url": "https://getskillary.com/downloads/development-planning-design.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/development-planning-design.zip",
        "category": "Developer Workflow",
        "sub_category": "Technical Planning"
      },
      "supporting_skills": [
        {
          "slug": "create-a-detailed-phased-implementation-plan",
          "title": "Create A Detailed, Phased Implementation Plan",
          "canonical_url": "https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/",
          "download_url": "https://getskillary.com/downloads/create-a-detailed-phased-implementation-plan.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/create-a-detailed-phased-implementation-plan.zip",
          "category": "Developer Workflow",
          "sub_category": "Cloud API Operations"
        },
        {
          "slug": "linear-jira-task-requirements",
          "title": "Linear and Jira Task Requirements",
          "canonical_url": "https://getskillary.com/skills/linear-jira-task-requirements/",
          "download_url": "https://getskillary.com/downloads/linear-jira-task-requirements.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/linear-jira-task-requirements.zip",
          "category": "Business Operations",
          "sub_category": "Task Management"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Generate+an+implementation+plan+from+requirements&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC003%0ASolution+slug%3A+generate-implementation-plan-from-requirements%0APrimary+skill%3A+development-planning-design%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-implementation-plan-from-requirements%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Generate+an+implementation+plan+from+requirements&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC003%0ASolution+slug%3A+generate-implementation-plan-from-requirements%0APrimary+skill%3A+development-planning-design%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-implementation-plan-from-requirements%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Generate+an+implementation+plan+from+requirements&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC003%0ASolution+slug%3A+generate-implementation-plan-from-requirements%0APrimary+skill%3A+development-planning-design%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-implementation-plan-from-requirements%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Generate+an+implementation+plan+from+requirements&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC003%0ASolution+slug%3A+generate-implementation-plan-from-requirements%0APrimary+skill%3A+development-planning-design%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-implementation-plan-from-requirements%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Generate+an+implementation+plan+from+requirements&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC003%0ASolution+slug%3A+generate-implementation-plan-from-requirements%0APrimary+skill%3A+development-planning-design%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-implementation-plan-from-requirements%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC004",
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      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A JSON configuration fails to parse or behaves unexpectedly.",
      "user_intent": "Find syntax errors and produce a reviewed repair path.",
      "audience": [
        "developers",
        "operators",
        "agent-builders"
      ],
      "scenario_category": "configuration_qa",
      "risk_level": "L2 local file edits with review",
      "automation_level": "local_validation_and_reviewed_edit",
      "inputs_required": [
        "JSON file or snippet",
        "Expected schema if available",
        "Error message"
      ],
      "expected_outputs": [
        "Parse diagnosis",
        "Suggested normalized JSON",
        "Validation command"
      ],
      "primary_skill_slug": "json-syntax-validator",
      "supporting_skill_slugs": [
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        "markdown-authoring-helper"
      ],
      "recommended_skill_slugs": [
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        "json-repair-normalizer",
        "markdown-authoring-helper"
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      "skill_bundle_urls": [
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        "https://getskillary.com/skills/json-repair-normalizer/",
        "https://getskillary.com/skills/markdown-authoring-helper/"
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      "download_urls": [
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        "https://getskillary.com/downloads/json-repair-normalizer.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
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          "step": 1,
          "tool": "search_solutions",
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        {
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          "tool": "get_install_guide",
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      ],
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        "search_solutions(\"Validate JSON config or syntax errors\")",
        "search_skills(\"JSON Syntax Validator\")",
        "search_skills(\"JSON Repair Normalizer\")",
        "search_skills(\"Markdown Authoring Helper\")"
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      "human_review_required": true,
      "modifies_local_files": true,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
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        "When a config needs normalization",
        "When edits must be small and reviewable"
      ],
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        "When the file controls production without review",
        "When a schema requires external service access"
      ],
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        "Any repair is minimal",
        "Secrets are not printed into public output"
      ],
      "failure_modes": [
        "Changing semantics while fixing syntax",
        "Leaking private values",
        "Skipping validation after edit"
      ],
      "example_user_prompt": "How can an AI agent validate a JSON config and repair syntax errors safely?",
      "example_input": "A failing JSON config snippet and parser error.",
      "example_output_summary": "A specific syntax diagnosis plus a reviewable corrected JSON block.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/json-syntax-validator/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "json-syntax-validator",
        "title": "JSON Syntax Validator",
        "canonical_url": "https://getskillary.com/skills/json-syntax-validator/",
        "download_url": "https://getskillary.com/downloads/json-syntax-validator.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/json-syntax-validator.zip",
        "category": "Developer Workflow",
        "sub_category": "JSON Utilities"
      },
      "supporting_skills": [
        {
          "slug": "json-repair-normalizer",
          "title": "JSON Repair Normalizer",
          "canonical_url": "https://getskillary.com/skills/json-repair-normalizer/",
          "download_url": "https://getskillary.com/downloads/json-repair-normalizer.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/json-repair-normalizer.zip",
          "category": "Developer Workflow",
          "sub_category": "JSON Utilities"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Validate+JSON+config+or+syntax+errors&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC004%0ASolution+slug%3A+validate-json-config-or-syntax-errors%0APrimary+skill%3A+json-syntax-validator%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fvalidate-json-config-or-syntax-errors%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Validate+JSON+config+or+syntax+errors&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC004%0ASolution+slug%3A+validate-json-config-or-syntax-errors%0APrimary+skill%3A+json-syntax-validator%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fvalidate-json-config-or-syntax-errors%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Validate+JSON+config+or+syntax+errors&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC004%0ASolution+slug%3A+validate-json-config-or-syntax-errors%0APrimary+skill%3A+json-syntax-validator%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fvalidate-json-config-or-syntax-errors%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Validate+JSON+config+or+syntax+errors&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC004%0ASolution+slug%3A+validate-json-config-or-syntax-errors%0APrimary+skill%3A+json-syntax-validator%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fvalidate-json-config-or-syntax-errors%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Validate+JSON+config+or+syntax+errors&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC004%0ASolution+slug%3A+validate-json-config-or-syntax-errors%0APrimary+skill%3A+json-syntax-validator%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fvalidate-json-config-or-syntax-errors%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC005",
      "slug": "review-frontend-project-structure",
      "title": "Review frontend project structure",
      "canonical_url": "https://getskillary.com/solutions/review-frontend-project-structure/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A frontend project feels hard to navigate or extend.",
      "user_intent": "Map routes, components, styling, state, and build/test entry points.",
      "audience": [
        "frontend-developers",
        "design-engineers",
        "technical-leads"
      ],
      "scenario_category": "frontend_architecture",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_analysis",
      "inputs_required": [
        "Project tree",
        "Package scripts",
        "Relevant UI framework context"
      ],
      "expected_outputs": [
        "Structure map",
        "Risk list",
        "Improvement plan"
      ],
      "primary_skill_slug": "frontend-structure-analyzer",
      "supporting_skill_slugs": [
        "codebase-analysis-probe",
        "create-distinctive-production-grade-frontend-interfaces"
      ],
      "recommended_skill_slugs": [
        "frontend-structure-analyzer",
        "codebase-analysis-probe",
        "create-distinctive-production-grade-frontend-interfaces"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/frontend-structure-analyzer/",
        "https://getskillary.com/skills/codebase-analysis-probe/",
        "https://getskillary.com/skills/create-distinctive-production-grade-frontend-interfaces/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/frontend-structure-analyzer.zip",
        "https://getskillary.com/downloads/codebase-analysis-probe.zip",
        "https://getskillary.com/downloads/create-distinctive-production-grade-frontend-interfaces.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
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          "tool": "get_install_guide",
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        "search_skills(\"Frontend Structure Analyzer\")",
        "search_skills(\"Codebase Analysis Probe\")",
        "search_skills(\"Create Distinctive, Production-grade Frontend Interfaces\")"
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        "When design assets are missing and decisions need product approval",
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        "Styling system is described",
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      ],
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        "Ignoring responsive states",
        "Making design claims without screenshots"
      ],
      "example_user_prompt": "How should an AI agent review a frontend project structure before changing UI?",
      "example_input": "A React or Next.js workspace with route and component folders.",
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      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/frontend-structure-analyzer/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
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        "slug": "frontend-structure-analyzer",
        "title": "Frontend Structure Analyzer",
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        "sub_category": "Frontend Architecture"
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          "sub_category": "Cloud API Operations"
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          "sub_category": "Cloud API Operations"
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      "audience": [
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        "developer-tooling-teams",
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      "scenario_category": "mcp_agent_infrastructure",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_evaluation",
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        "MCP manifest or source",
        "Tool descriptions",
        "Existing tests or smoke output"
      ],
      "expected_outputs": [
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        "Contract risks",
        "Improvement backlog"
      ],
      "primary_skill_slug": "mcp-service-development-evaluation",
      "supporting_skill_slugs": [
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        "code-quality-standards"
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        "https://getskillary.com/downloads/method-effectiveness-evaluation.zip",
        "https://getskillary.com/downloads/code-quality-standards.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
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        "search_skills(\"Code Quality Standards\")"
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      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "Before integrating a new MCP service",
        "When reviewing tool schemas",
        "When assessing discovery vs execution boundaries"
      ],
      "when_not_to_use": [
        "When the service requires private credentials to inspect",
        "When the user wants production mutations",
        "When no manifest or docs are available"
      ],
      "success_criteria": [
        "Tool contracts are inspected",
        "Safety boundaries are explicit",
        "Recommended smoke tests are listed"
      ],
      "failure_modes": [
        "Only counting tools",
        "Ignoring side effects",
        "Missing install or auth boundaries"
      ],
      "example_user_prompt": "How can an AI agent evaluate whether an MCP service is good enough to use?",
      "example_input": "An MCP manifest and a list of available tools.",
      "example_output_summary": "A quality review with contract gaps, safety notes, and smoke recommendations.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/mcp-service-development-evaluation/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
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      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "mcp-service-development-evaluation",
        "title": "MCP Service Development and Evaluation",
        "canonical_url": "https://getskillary.com/skills/mcp-service-development-evaluation/",
        "download_url": "https://getskillary.com/downloads/mcp-service-development-evaluation.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/mcp-service-development-evaluation.zip",
        "category": "MCP & Agent Infrastructure",
        "sub_category": "MCP Server Development"
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      "supporting_skills": [
        {
          "slug": "method-effectiveness-evaluation",
          "title": "Method Effectiveness Evaluation",
          "canonical_url": "https://getskillary.com/skills/method-effectiveness-evaluation/",
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          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/method-effectiveness-evaluation.zip",
          "category": "Research & Analysis",
          "sub_category": "Evaluation"
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        {
          "slug": "code-quality-standards",
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          "canonical_url": "https://getskillary.com/skills/code-quality-standards/",
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          "category": "Developer Workflow",
          "sub_category": "Code Quality"
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      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Evaluate+MCP+service+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC007%0ASolution+slug%3A+evaluate-mcp-service-quality%0APrimary+skill%3A+mcp-service-development-evaluation%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-mcp-service-quality%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Evaluate+MCP+service+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC007%0ASolution+slug%3A+evaluate-mcp-service-quality%0APrimary+skill%3A+mcp-service-development-evaluation%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-mcp-service-quality%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Evaluate+MCP+service+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC007%0ASolution+slug%3A+evaluate-mcp-service-quality%0APrimary+skill%3A+mcp-service-development-evaluation%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-mcp-service-quality%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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    },
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      "slug": "convert-notion-requirements-into-implementation-tasks",
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      "canonical_url": "https://getskillary.com/solutions/convert-notion-requirements-into-implementation-tasks/",
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      "user_problem": "Requirements live in Notion-style notes and need engineering tasks.",
      "user_intent": "Convert notes into tasks, acceptance criteria, and dependencies.",
      "audience": [
        "product-managers",
        "developers",
        "delivery-leads"
      ],
      "scenario_category": "requirements_to_tasks",
      "risk_level": "L1 local analysis",
      "automation_level": "planning_only",
      "inputs_required": [
        "Exported Notion text or copied notes",
        "Product constraints",
        "Target tracker format"
      ],
      "expected_outputs": [
        "Implementation task list",
        "Acceptance criteria",
        "Dependency notes"
      ],
      "primary_skill_slug": "notion-requirements-to-implementation",
      "supporting_skill_slugs": [
        "linear-jira-task-requirements",
        "development-planning-design"
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      "recommended_skill_slugs": [
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        "linear-jira-task-requirements",
        "development-planning-design"
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        "https://getskillary.com/skills/notion-requirements-to-implementation/",
        "https://getskillary.com/skills/linear-jira-task-requirements/",
        "https://getskillary.com/skills/development-planning-design/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/notion-requirements-to-implementation.zip",
        "https://getskillary.com/downloads/linear-jira-task-requirements.zip",
        "https://getskillary.com/downloads/development-planning-design.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
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        {
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          "purpose": "Inspect the primary or supporting skill detail."
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        {
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        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Convert Notion requirements into implementation tasks\")",
        "search_skills(\"Notion Requirements to Implementation\")",
        "search_skills(\"Linear and Jira Task Requirements\")",
        "search_skills(\"Development Planning and Design\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
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        "When requirements are unstructured",
        "When tracker tasks need acceptance criteria",
        "When implementation ordering is unclear"
      ],
      "when_not_to_use": [
        "When the agent must write to Notion or Jira directly",
        "When private workspace access is required",
        "When source notes are not provided"
      ],
      "success_criteria": [
        "Tasks are actionable",
        "Acceptance criteria are testable",
        "Dependencies are explicit"
      ],
      "failure_modes": [
        "Losing product context",
        "Creating tasks too broad to estimate",
        "Assuming API access"
      ],
      "example_user_prompt": "How can an AI agent convert Notion requirements into implementation tasks?",
      "example_input": "Copied Notion requirements for a new dashboard.",
      "example_output_summary": "A tracker-ready task list with acceptance criteria and phased sequencing.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/notion-requirements-to-implementation/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "notion-requirements-to-implementation",
        "title": "Notion Requirements to Implementation",
        "canonical_url": "https://getskillary.com/skills/notion-requirements-to-implementation/",
        "download_url": "https://getskillary.com/downloads/notion-requirements-to-implementation.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/notion-requirements-to-implementation.zip",
        "category": "Knowledge Management",
        "sub_category": "Notion Workflows"
      },
      "supporting_skills": [
        {
          "slug": "linear-jira-task-requirements",
          "title": "Linear and Jira Task Requirements",
          "canonical_url": "https://getskillary.com/skills/linear-jira-task-requirements/",
          "download_url": "https://getskillary.com/downloads/linear-jira-task-requirements.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/linear-jira-task-requirements.zip",
          "category": "Business Operations",
          "sub_category": "Task Management"
        },
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
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          "download_url": "https://getskillary.com/downloads/development-planning-design.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/development-planning-design.zip",
          "category": "Developer Workflow",
          "sub_category": "Technical Planning"
        }
      ],
      "cta_links": {
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      }
    },
    {
      "solution_id": "SC009",
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      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A project needs a staged plan instead of a one-shot task list.",
      "user_intent": "Define milestones, gates, risks, and verification per phase.",
      "audience": [
        "technical-leads",
        "project-leads",
        "agent-builders"
      ],
      "scenario_category": "planning",
      "risk_level": "L1 local analysis",
      "automation_level": "planning_only",
      "inputs_required": [
        "Goal",
        "Constraints",
        "Timeline or sequencing needs"
      ],
      "expected_outputs": [
        "Phased roadmap",
        "Gate criteria",
        "Open risks"
      ],
      "primary_skill_slug": "create-a-detailed-phased-implementation-plan",
      "supporting_skill_slugs": [
        "development-planning-design",
        "todo-task-manager"
      ],
      "recommended_skill_slugs": [
        "create-a-detailed-phased-implementation-plan",
        "development-planning-design",
        "todo-task-manager"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/",
        "https://getskillary.com/skills/development-planning-design/",
        "https://getskillary.com/skills/todo-task-manager/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/create-a-detailed-phased-implementation-plan.zip",
        "https://getskillary.com/downloads/development-planning-design.zip",
        "https://getskillary.com/downloads/todo-task-manager.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Create a phased project plan\")",
        "search_skills(\"Create A Detailed, Phased Implementation Plan\")",
        "search_skills(\"Development Planning and Design\")",
        "search_skills(\"Todo Task Manager\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When work spans multiple sessions",
        "When evidence gates matter",
        "When sequencing is unclear"
      ],
      "when_not_to_use": [
        "When the user asks for immediate production execution",
        "When no goal or constraints are known",
        "When planning would block a tiny fix"
      ],
      "success_criteria": [
        "Each phase has outputs",
        "Gates are verifiable",
        "Risks are tied to next actions"
      ],
      "failure_modes": [
        "Too many vague phases",
        "No validation commands",
        "No owner-action boundary"
      ],
      "example_user_prompt": "What AI agent workflow can create a phased project plan from a messy goal?",
      "example_input": "A goal statement and a list of constraints.",
      "example_output_summary": "A phase-by-phase roadmap with evidence gates and next actions.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "create-a-detailed-phased-implementation-plan",
        "title": "Create A Detailed, Phased Implementation Plan",
        "canonical_url": "https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/",
        "download_url": "https://getskillary.com/downloads/create-a-detailed-phased-implementation-plan.zip",
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        "Use case",
        "Auth constraints without secrets"
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        "Test and rollback checklist"
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        "search_skills(\"JSON Data Structures\")"
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        "category": "Integrations & APIs",
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          "category": "MCP & Agent Infrastructure",
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        {
          "slug": "json-data-structures",
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          "sub_category": "JSON Utilities"
        }
      ],
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      "audience": [
        "developers",
        "technical-writers",
        "agent-builders"
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      "scenario_category": "documentation_qa",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_analysis",
      "inputs_required": [
        "Markdown files or docs folder",
        "Target audience",
        "Known quality concerns"
      ],
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        "Documentation quality audit",
        "Broken or weak sections",
        "Rewrite plan"
      ],
      "primary_skill_slug": "markdown-link-validator",
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        "https://getskillary.com/skills/markdown-authoring-helper/",
        "https://getskillary.com/skills/codebase-analysis-probe/"
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        "https://getskillary.com/downloads/markdown-authoring-helper.zip",
        "https://getskillary.com/downloads/codebase-analysis-probe.zip"
      ],
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        "search_skills(\"Markdown Link Validator\")",
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      "when_to_use": [
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        "When onboarding docs feel unclear",
        "When docs need a quality gate"
      ],
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        "When the user asks to rewrite all docs without review",
        "When private URLs or credentials appear in docs",
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      ],
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        "Weak links or missing sections are listed",
        "Recommendations are specific"
      ],
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        "No priority order"
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        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-link-validator.zip",
        "category": "Developer Workflow",
        "sub_category": "Documentation QA"
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          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
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          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/codebase-analysis-probe.zip",
          "category": "Developer Workflow",
          "sub_category": "Codebase Recon"
        }
      ],
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        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Analyze+Markdown+documentation+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC011%0ASolution+slug%3A+analyze-markdown-documentation-quality%0APrimary+skill%3A+markdown-link-validator%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fanalyze-markdown-documentation-quality%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Analyze+Markdown+documentation+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC011%0ASolution+slug%3A+analyze-markdown-documentation-quality%0APrimary+skill%3A+markdown-link-validator%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fanalyze-markdown-documentation-quality%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC012",
      "slug": "summarize-research-material",
      "title": "Summarize research material into a decision brief",
      "canonical_url": "https://getskillary.com/solutions/summarize-research-material/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A user has research notes or papers and needs a usable summary.",
      "user_intent": "Extract findings, caveats, open questions, and next steps.",
      "audience": [
        "researchers",
        "product-teams",
        "technical-leads"
      ],
      "scenario_category": "research_analysis",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_synthesis",
      "inputs_required": [
        "Research text or notes",
        "Decision question",
        "Citation or source requirements"
      ],
      "expected_outputs": [
        "Decision brief",
        "Evidence map",
        "Open questions"
      ],
      "primary_skill_slug": "content-research-writing",
      "supporting_skill_slugs": [
        "academic-paper-research-figures",
        "markdown-authoring-helper"
      ],
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        "markdown-authoring-helper"
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        "https://getskillary.com/skills/content-research-writing/",
        "https://getskillary.com/skills/academic-paper-research-figures/",
        "https://getskillary.com/skills/markdown-authoring-helper/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/content-research-writing.zip",
        "https://getskillary.com/downloads/academic-paper-research-figures.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
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          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
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        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
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        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
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          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Summarize research material into a decision brief\")",
        "search_skills(\"Content Research and Writing\")",
        "search_skills(\"Academic Paper Research and Figures\")",
        "search_skills(\"Markdown Authoring Helper\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When research must support a decision",
        "When notes need synthesis",
        "When caveats matter"
      ],
      "when_not_to_use": [
        "When medical, legal, or financial advice is requested",
        "When source access is not provided",
        "When the user asks to fabricate citations"
      ],
      "success_criteria": [
        "Claims tie back to provided material",
        "Caveats are explicit",
        "Next steps are useful"
      ],
      "failure_modes": [
        "Unsupported conclusions",
        "Overlong summary",
        "Missing uncertainty"
      ],
      "example_user_prompt": "How can an AI agent summarize research material into a useful decision brief?",
      "example_input": "Research notes and a question the team needs answered.",
      "example_output_summary": "A short decision brief with evidence, caveats, and follow-up questions.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/content-research-writing/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
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        "slug": "content-research-writing",
        "title": "Content Research and Writing",
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        "download_url": "https://getskillary.com/downloads/content-research-writing.zip",
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        "category": "Writing & Content",
        "sub_category": "Content Research"
      },
      "supporting_skills": [
        {
          "slug": "academic-paper-research-figures",
          "title": "Academic Paper Research and Figures",
          "canonical_url": "https://getskillary.com/skills/academic-paper-research-figures/",
          "download_url": "https://getskillary.com/downloads/academic-paper-research-figures.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/academic-paper-research-figures.zip",
          "category": "Research & Analysis",
          "sub_category": "Academic Research"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Summarize+research+material+into+a+decision+brief&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC012%0ASolution+slug%3A+summarize-research-material%0APrimary+skill%3A+content-research-writing%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fsummarize-research-material%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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    },
    {
      "solution_id": "SC013",
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      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
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      "user_intent": "Create a repeatable capture, triage, and completion workflow.",
      "audience": [
        "operators",
        "product-managers",
        "agent-users"
      ],
      "scenario_category": "task_management",
      "risk_level": "L1 local analysis",
      "automation_level": "planning_only",
      "inputs_required": [
        "Current task sources",
        "Priority rules",
        "Desired output format"
      ],
      "expected_outputs": [
        "Task workflow",
        "Prioritization rules",
        "Review cadence"
      ],
      "primary_skill_slug": "todo-task-manager",
      "supporting_skill_slugs": [
        "linear-jira-task-requirements",
        "notion-requirements-to-implementation"
      ],
      "recommended_skill_slugs": [
        "todo-task-manager",
        "linear-jira-task-requirements",
        "notion-requirements-to-implementation"
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      "skill_bundle_urls": [
        "https://getskillary.com/skills/todo-task-manager/",
        "https://getskillary.com/skills/linear-jira-task-requirements/",
        "https://getskillary.com/skills/notion-requirements-to-implementation/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/todo-task-manager.zip",
        "https://getskillary.com/downloads/linear-jira-task-requirements.zip",
        "https://getskillary.com/downloads/notion-requirements-to-implementation.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
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          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
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        {
          "step": 4,
          "tool": "get_skill_detail",
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        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Build a repeatable task management workflow\")",
        "search_skills(\"Todo Task Manager\")",
        "search_skills(\"Linear and Jira Task Requirements\")",
        "search_skills(\"Notion Requirements to Implementation\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When tasks are scattered",
        "When handoff needs structure",
        "When priorities are unclear"
      ],
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        "When the agent must write to a third-party tracker",
        "When account credentials are needed",
        "When tasks include regulated decisions"
      ],
      "success_criteria": [
        "Tasks are normalized",
        "Priority rules are stated",
        "Review cadence is practical"
      ],
      "failure_modes": [
        "Creating too much process",
        "No owner or due-state fields",
        "Assuming external API access"
      ],
      "example_user_prompt": "How can an AI agent build a repeatable task management workflow from messy notes?",
      "example_input": "A set of notes and rough priorities.",
      "example_output_summary": "A repeatable workflow for capture, prioritization, review, and completion tracking.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/todo-task-manager/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "todo-task-manager",
        "title": "Todo Task Manager",
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        "download_url": "https://getskillary.com/downloads/todo-task-manager.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/todo-task-manager.zip",
        "category": "Productivity",
        "sub_category": "Task Management"
      },
      "supporting_skills": [
        {
          "slug": "linear-jira-task-requirements",
          "title": "Linear and Jira Task Requirements",
          "canonical_url": "https://getskillary.com/skills/linear-jira-task-requirements/",
          "download_url": "https://getskillary.com/downloads/linear-jira-task-requirements.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/linear-jira-task-requirements.zip",
          "category": "Business Operations",
          "sub_category": "Task Management"
        },
        {
          "slug": "notion-requirements-to-implementation",
          "title": "Notion Requirements to Implementation",
          "canonical_url": "https://getskillary.com/skills/notion-requirements-to-implementation/",
          "download_url": "https://getskillary.com/downloads/notion-requirements-to-implementation.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/notion-requirements-to-implementation.zip",
          "category": "Knowledge Management",
          "sub_category": "Notion Workflows"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Build+a+repeatable+task+management+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC013%0ASolution+slug%3A+build-repeatable-task-management-workflow%0APrimary+skill%3A+todo-task-manager%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-repeatable-task-management-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Build+a+repeatable+task+management+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC013%0ASolution+slug%3A+build-repeatable-task-management-workflow%0APrimary+skill%3A+todo-task-manager%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-repeatable-task-management-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Build+a+repeatable+task+management+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC013%0ASolution+slug%3A+build-repeatable-task-management-workflow%0APrimary+skill%3A+todo-task-manager%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-repeatable-task-management-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Build+a+repeatable+task+management+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC013%0ASolution+slug%3A+build-repeatable-task-management-workflow%0APrimary+skill%3A+todo-task-manager%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-repeatable-task-management-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Build+a+repeatable+task+management+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC013%0ASolution+slug%3A+build-repeatable-task-management-workflow%0APrimary+skill%3A+todo-task-manager%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-repeatable-task-management-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC014",
      "slug": "troubleshoot-cdn-deployment-issue",
      "title": "Troubleshoot a CDN deployment issue",
      "canonical_url": "https://getskillary.com/solutions/troubleshoot-cdn-deployment-issue/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A site or asset behaves differently behind CDN or Pages hosting.",
      "user_intent": "Use local config, headers, and logs to narrow the issue without production changes.",
      "audience": [
        "developers",
        "operators",
        "technical-leads"
      ],
      "scenario_category": "deployment_diagnostics",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_diagnostics",
      "inputs_required": [
        "Expected URL behavior",
        "Headers or build output",
        "CDN or Pages config"
      ],
      "expected_outputs": [
        "Likely cause",
        "Local reproduction steps",
        "Safe verification plan"
      ],
      "primary_skill_slug": "configure-optimize-and-troubleshoot-cdn-deployments",
      "supporting_skill_slugs": [
        "automated-deployment-ci-cd",
        "codebase-analysis-probe"
      ],
      "recommended_skill_slugs": [
        "configure-optimize-and-troubleshoot-cdn-deployments",
        "automated-deployment-ci-cd",
        "codebase-analysis-probe"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/configure-optimize-and-troubleshoot-cdn-deployments/",
        "https://getskillary.com/skills/automated-deployment-ci-cd/",
        "https://getskillary.com/skills/codebase-analysis-probe/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/configure-optimize-and-troubleshoot-cdn-deployments.zip",
        "https://getskillary.com/downloads/automated-deployment-ci-cd.zip",
        "https://getskillary.com/downloads/codebase-analysis-probe.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Troubleshoot a CDN deployment issue\")",
        "search_skills(\"Configure, Optimize, and Troubleshoot CDN Deployments\")",
        "search_skills(\"Automated Deployment and CI/CD\")",
        "search_skills(\"Codebase Analysis Probe\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When CDN behavior is unclear",
        "When local config can be inspected",
        "When deployment changes need authorization"
      ],
      "when_not_to_use": [
        "When cache purge or remote config edits are required immediately",
        "When private account access is required",
        "When no evidence is available"
      ],
      "success_criteria": [
        "Local and remote hypotheses are separated",
        "No production mutation is performed",
        "Verification is explicit"
      ],
      "failure_modes": [
        "Calling a remote fix completed without verification",
        "Skipping cache/header evidence",
        "Changing production without approval"
      ],
      "example_user_prompt": "What AI agent workflow can troubleshoot a CDN deployment issue without touching production?",
      "example_input": "A failing URL, response headers, and local build config.",
      "example_output_summary": "A diagnosis plan that separates local build, routing, cache, and remote deploy concerns.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/configure-optimize-and-troubleshoot-cdn-deployments/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "configure-optimize-and-troubleshoot-cdn-deployments",
        "title": "Configure, Optimize, and Troubleshoot CDN Deployments",
        "canonical_url": "https://getskillary.com/skills/configure-optimize-and-troubleshoot-cdn-deployments/",
        "download_url": "https://getskillary.com/downloads/configure-optimize-and-troubleshoot-cdn-deployments.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/configure-optimize-and-troubleshoot-cdn-deployments.zip",
        "category": "Developer Workflow",
        "sub_category": "Cloud API Operations"
      },
      "supporting_skills": [
        {
          "slug": "automated-deployment-ci-cd",
          "title": "Automated Deployment and CI/CD",
          "canonical_url": "https://getskillary.com/skills/automated-deployment-ci-cd/",
          "download_url": "https://getskillary.com/downloads/automated-deployment-ci-cd.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/automated-deployment-ci-cd.zip",
          "category": "Developer Workflow",
          "sub_category": "CI/CD"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/codebase-analysis-probe.zip",
          "category": "Developer Workflow",
          "sub_category": "Codebase Recon"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Troubleshoot+a+CDN+deployment+issue&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC014%0ASolution+slug%3A+troubleshoot-cdn-deployment-issue%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ftroubleshoot-cdn-deployment-issue%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Troubleshoot+a+CDN+deployment+issue&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC014%0ASolution+slug%3A+troubleshoot-cdn-deployment-issue%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ftroubleshoot-cdn-deployment-issue%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Troubleshoot+a+CDN+deployment+issue&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC014%0ASolution+slug%3A+troubleshoot-cdn-deployment-issue%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ftroubleshoot-cdn-deployment-issue%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Troubleshoot+a+CDN+deployment+issue&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC014%0ASolution+slug%3A+troubleshoot-cdn-deployment-issue%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ftroubleshoot-cdn-deployment-issue%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Troubleshoot+a+CDN+deployment+issue&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC014%0ASolution+slug%3A+troubleshoot-cdn-deployment-issue%0APrimary+skill%3A+configure-optimize-and-troubleshoot-cdn-deployments%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Ftroubleshoot-cdn-deployment-issue%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC015",
      "slug": "inspect-package-or-repository-before-installing",
      "title": "Inspect a package or repository before installing",
      "canonical_url": "https://getskillary.com/solutions/inspect-package-or-repository-before-installing/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A user wants to install a package or repo but needs a safety review first.",
      "user_intent": "Inspect metadata, scripts, dependencies, and risk indicators.",
      "audience": [
        "developers",
        "agent-users",
        "security-conscious-teams"
      ],
      "scenario_category": "package_review",
      "risk_level": "L0 read-only discovery",
      "automation_level": "read_only_review",
      "inputs_required": [
        "Package name or repository snapshot",
        "Reason for installation",
        "Risk tolerance"
      ],
      "expected_outputs": [
        "Pre-install review",
        "Risk notes",
        "Install/no-install recommendation boundary"
      ],
      "primary_skill_slug": "npm-package-search",
      "supporting_skill_slugs": [
        "code-quality-standards",
        "codebase-analysis-probe"
      ],
      "recommended_skill_slugs": [
        "npm-package-search",
        "code-quality-standards",
        "codebase-analysis-probe"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/npm-package-search/",
        "https://getskillary.com/skills/code-quality-standards/",
        "https://getskillary.com/skills/codebase-analysis-probe/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/npm-package-search.zip",
        "https://getskillary.com/downloads/code-quality-standards.zip",
        "https://getskillary.com/downloads/codebase-analysis-probe.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Inspect a package or repository before installing\")",
        "search_skills(\"NPM Package Search\")",
        "search_skills(\"Code Quality Standards\")",
        "search_skills(\"Codebase Analysis Probe\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "Before installing a new dependency",
        "When package trust is unclear",
        "When comparing candidate packages"
      ],
      "when_not_to_use": [
        "When the agent must run untrusted install scripts",
        "When credentials are required",
        "When legal compliance review is needed"
      ],
      "success_criteria": [
        "Known risks are surfaced",
        "Install is not automated",
        "Evidence gaps are named"
      ],
      "failure_modes": [
        "Installing before review",
        "Ignoring scripts and transitive risk",
        "Claiming safety without evidence"
      ],
      "example_user_prompt": "How can an AI agent inspect an npm package or repository before I install it?",
      "example_input": "A package name and the intended use.",
      "example_output_summary": "A pre-install checklist covering package metadata, scripts, dependencies, and unknowns.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/npm-package-search/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "npm-package-search",
        "title": "NPM Package Search",
        "canonical_url": "https://getskillary.com/skills/npm-package-search/",
        "download_url": "https://getskillary.com/downloads/npm-package-search.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/npm-package-search.zip",
        "category": "Developer Workflow",
        "sub_category": "Package Discovery"
      },
      "supporting_skills": [
        {
          "slug": "code-quality-standards",
          "title": "Code Quality Standards",
          "canonical_url": "https://getskillary.com/skills/code-quality-standards/",
          "download_url": "https://getskillary.com/downloads/code-quality-standards.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/code-quality-standards.zip",
          "category": "Developer Workflow",
          "sub_category": "Code Quality"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/codebase-analysis-probe.zip",
          "category": "Developer Workflow",
          "sub_category": "Codebase Recon"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Inspect+a+package+or+repository+before+installing&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC015%0ASolution+slug%3A+inspect-package-or-repository-before-installing%0APrimary+skill%3A+npm-package-search%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Finspect-package-or-repository-before-installing%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Inspect+a+package+or+repository+before+installing&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC015%0ASolution+slug%3A+inspect-package-or-repository-before-installing%0APrimary+skill%3A+npm-package-search%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Finspect-package-or-repository-before-installing%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Inspect+a+package+or+repository+before+installing&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC015%0ASolution+slug%3A+inspect-package-or-repository-before-installing%0APrimary+skill%3A+npm-package-search%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Finspect-package-or-repository-before-installing%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Inspect+a+package+or+repository+before+installing&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC015%0ASolution+slug%3A+inspect-package-or-repository-before-installing%0APrimary+skill%3A+npm-package-search%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Finspect-package-or-repository-before-installing%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Inspect+a+package+or+repository+before+installing&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC015%0ASolution+slug%3A+inspect-package-or-repository-before-installing%0APrimary+skill%3A+npm-package-search%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Finspect-package-or-repository-before-installing%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC016",
      "slug": "generate-local-agent-skill-scaffold",
      "title": "Generate a local agent skill scaffold",
      "canonical_url": "https://getskillary.com/solutions/generate-local-agent-skill-scaffold/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A user wants to turn a repeatable workflow into a reusable skill.",
      "user_intent": "Draft skill structure, instructions, assets, and validation steps.",
      "audience": [
        "agent-builders",
        "developers",
        "workflow-designers"
      ],
      "scenario_category": "skill_authoring",
      "risk_level": "L2 local file edits with review",
      "automation_level": "local_scaffold_with_review",
      "inputs_required": [
        "Workflow goal",
        "Inputs and outputs",
        "Safety boundaries"
      ],
      "expected_outputs": [
        "Skill scaffold",
        "SKILL.md outline",
        "Validation checklist"
      ],
      "primary_skill_slug": "ai-agent-skill-scaffolding-cli",
      "supporting_skill_slugs": [
        "markdown-authoring-helper",
        "mcp-service-development-evaluation"
      ],
      "recommended_skill_slugs": [
        "ai-agent-skill-scaffolding-cli",
        "markdown-authoring-helper",
        "mcp-service-development-evaluation"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/",
        "https://getskillary.com/skills/markdown-authoring-helper/",
        "https://getskillary.com/skills/mcp-service-development-evaluation/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/ai-agent-skill-scaffolding-cli.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip",
        "https://getskillary.com/downloads/mcp-service-development-evaluation.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Generate a local agent skill scaffold\")",
        "search_skills(\"AI Agent Skill Scaffolding CLI\")",
        "search_skills(\"Markdown Authoring Helper\")",
        "search_skills(\"MCP Service Development and Evaluation\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": true,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When turning repeated work into a skill",
        "When structure is more useful than a one-off prompt",
        "When local review is available"
      ],
      "when_not_to_use": [
        "When the skill needs credentials by default",
        "When remote execution is required",
        "When safety boundaries are unknown"
      ],
      "success_criteria": [
        "Scaffold matches local skill conventions",
        "Safety boundaries are explicit",
        "Validation path exists"
      ],
      "failure_modes": [
        "Over-general skill",
        "Missing install or test guidance",
        "Unsafe default actions"
      ],
      "example_user_prompt": "How can an AI agent generate a local skill scaffold for a repeatable workflow?",
      "example_input": "A workflow description and expected user inputs.",
      "example_output_summary": "A reviewable skill scaffold with instructions, safety boundaries, and tests.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "ai-agent-skill-scaffolding-cli",
        "title": "AI Agent Skill Scaffolding CLI",
        "canonical_url": "https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/",
        "download_url": "https://getskillary.com/downloads/ai-agent-skill-scaffolding-cli.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/ai-agent-skill-scaffolding-cli.zip",
        "category": "MCP & Agent Infrastructure",
        "sub_category": "Cloud API Operations"
      },
      "supporting_skills": [
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        },
        {
          "slug": "mcp-service-development-evaluation",
          "title": "MCP Service Development and Evaluation",
          "canonical_url": "https://getskillary.com/skills/mcp-service-development-evaluation/",
          "download_url": "https://getskillary.com/downloads/mcp-service-development-evaluation.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/mcp-service-development-evaluation.zip",
          "category": "MCP & Agent Infrastructure",
          "sub_category": "MCP Server Development"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Generate+a+local+agent+skill+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC016%0ASolution+slug%3A+generate-local-agent-skill-scaffold%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-local-agent-skill-scaffold%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Generate+a+local+agent+skill+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC016%0ASolution+slug%3A+generate-local-agent-skill-scaffold%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-local-agent-skill-scaffold%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Generate+a+local+agent+skill+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC016%0ASolution+slug%3A+generate-local-agent-skill-scaffold%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-local-agent-skill-scaffold%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Generate+a+local+agent+skill+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC016%0ASolution+slug%3A+generate-local-agent-skill-scaffold%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-local-agent-skill-scaffold%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Generate+a+local+agent+skill+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC016%0ASolution+slug%3A+generate-local-agent-skill-scaffold%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-local-agent-skill-scaffold%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC017",
      "slug": "compare-reusable-skill-vs-one-off-prompt",
      "title": "Compare a reusable skill with a one-off prompt",
      "canonical_url": "https://getskillary.com/solutions/compare-reusable-skill-vs-one-off-prompt/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A user is unsure whether a task deserves a skill package.",
      "user_intent": "Decide based on repeatability, risk, inputs, and verification needs.",
      "audience": [
        "agent-users",
        "workflow-designers",
        "developers"
      ],
      "scenario_category": "workflow_strategy",
      "risk_level": "L0 read-only discovery",
      "automation_level": "decision_support",
      "inputs_required": [
        "Workflow description",
        "Frequency",
        "Risk and verification needs"
      ],
      "expected_outputs": [
        "Skill-vs-prompt recommendation",
        "Decision criteria",
        "Next action"
      ],
      "primary_skill_slug": "ai-agent-skill-scaffolding-cli",
      "supporting_skill_slugs": [
        "development-planning-design",
        "markdown-authoring-helper"
      ],
      "recommended_skill_slugs": [
        "ai-agent-skill-scaffolding-cli",
        "development-planning-design",
        "markdown-authoring-helper"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/",
        "https://getskillary.com/skills/development-planning-design/",
        "https://getskillary.com/skills/markdown-authoring-helper/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/ai-agent-skill-scaffolding-cli.zip",
        "https://getskillary.com/downloads/development-planning-design.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Compare a reusable skill with a one-off prompt\")",
        "search_skills(\"AI Agent Skill Scaffolding CLI\")",
        "search_skills(\"Development Planning and Design\")",
        "search_skills(\"Markdown Authoring Helper\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When deciding product positioning for an agent workflow",
        "When repeatability is unclear",
        "When safety and validation need structure"
      ],
      "when_not_to_use": [
        "When the task is a single trivial question",
        "When no future reuse is expected",
        "When the workflow is unsafe or credential-heavy"
      ],
      "success_criteria": [
        "Decision criteria are explicit",
        "Boundary is clear",
        "Next action is practical"
      ],
      "failure_modes": [
        "Recommending a skill for everything",
        "Ignoring risk level",
        "No conversion path"
      ],
      "example_user_prompt": "When should I use a reusable GetSkillary skill instead of a one-off prompt?",
      "example_input": "A workflow that repeats weekly and touches local files.",
      "example_output_summary": "A decision matrix showing whether to use a skill, prompt, checklist, or backlog item.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "ai-agent-skill-scaffolding-cli",
        "title": "AI Agent Skill Scaffolding CLI",
        "canonical_url": "https://getskillary.com/skills/ai-agent-skill-scaffolding-cli/",
        "download_url": "https://getskillary.com/downloads/ai-agent-skill-scaffolding-cli.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/ai-agent-skill-scaffolding-cli.zip",
        "category": "MCP & Agent Infrastructure",
        "sub_category": "Cloud API Operations"
      },
      "supporting_skills": [
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
          "canonical_url": "https://getskillary.com/skills/development-planning-design/",
          "download_url": "https://getskillary.com/downloads/development-planning-design.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/development-planning-design.zip",
          "category": "Developer Workflow",
          "sub_category": "Technical Planning"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Compare+a+reusable+skill+with+a+one-off+prompt&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC017%0ASolution+slug%3A+compare-reusable-skill-vs-one-off-prompt%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcompare-reusable-skill-vs-one-off-prompt%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Compare+a+reusable+skill+with+a+one-off+prompt&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC017%0ASolution+slug%3A+compare-reusable-skill-vs-one-off-prompt%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcompare-reusable-skill-vs-one-off-prompt%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Compare+a+reusable+skill+with+a+one-off+prompt&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC017%0ASolution+slug%3A+compare-reusable-skill-vs-one-off-prompt%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcompare-reusable-skill-vs-one-off-prompt%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Compare+a+reusable+skill+with+a+one-off+prompt&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC017%0ASolution+slug%3A+compare-reusable-skill-vs-one-off-prompt%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcompare-reusable-skill-vs-one-off-prompt%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Compare+a+reusable+skill+with+a+one-off+prompt&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC017%0ASolution+slug%3A+compare-reusable-skill-vs-one-off-prompt%0APrimary+skill%3A+ai-agent-skill-scaffolding-cli%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcompare-reusable-skill-vs-one-off-prompt%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC018",
      "slug": "create-migration-checklist-from-technical-notes",
      "title": "Create a migration checklist from technical notes",
      "canonical_url": "https://getskillary.com/solutions/create-migration-checklist-from-technical-notes/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A migration has notes but no execution-ready checklist.",
      "user_intent": "Convert notes into ordered steps, risks, rollback, and validation.",
      "audience": [
        "developers",
        "technical-leads",
        "operators"
      ],
      "scenario_category": "migration_planning",
      "risk_level": "L1 local analysis",
      "automation_level": "planning_only",
      "inputs_required": [
        "Technical notes",
        "Current and target states",
        "Rollback constraints"
      ],
      "expected_outputs": [
        "Migration checklist",
        "Risk register",
        "Validation plan"
      ],
      "primary_skill_slug": "codebase-migration-refactor",
      "supporting_skill_slugs": [
        "development-planning-design",
        "codebase-analysis-probe"
      ],
      "recommended_skill_slugs": [
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        "development-planning-design",
        "codebase-analysis-probe"
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      "skill_bundle_urls": [
        "https://getskillary.com/skills/codebase-migration-refactor/",
        "https://getskillary.com/skills/development-planning-design/",
        "https://getskillary.com/skills/codebase-analysis-probe/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/codebase-migration-refactor.zip",
        "https://getskillary.com/downloads/development-planning-design.zip",
        "https://getskillary.com/downloads/codebase-analysis-probe.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Create a migration checklist from technical notes\")",
        "search_skills(\"Codebase Migration and Refactor\")",
        "search_skills(\"Development Planning and Design\")",
        "search_skills(\"Codebase Analysis Probe\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "Before a code or repo migration",
        "When rollback needs to be explicit",
        "When migration notes are scattered"
      ],
      "when_not_to_use": [
        "When production changes must be made directly",
        "When credentials or live data are required",
        "When legal or regulated migration review is needed"
      ],
      "success_criteria": [
        "Steps are ordered",
        "Rollback is included",
        "Validation is concrete"
      ],
      "failure_modes": [
        "No rollback plan",
        "No verification commands",
        "Mixing planning with live execution"
      ],
      "example_user_prompt": "How can an AI agent create a migration checklist from technical notes?",
      "example_input": "Notes about migrating a package, repo, or service boundary.",
      "example_output_summary": "A migration checklist with preparation, execution, validation, and rollback sections.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/codebase-migration-refactor/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "codebase-migration-refactor",
        "title": "Codebase Migration and Refactor",
        "canonical_url": "https://getskillary.com/skills/codebase-migration-refactor/",
        "download_url": "https://getskillary.com/downloads/codebase-migration-refactor.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/codebase-migration-refactor.zip",
        "category": "Developer Workflow",
        "sub_category": "Repository Migration"
      },
      "supporting_skills": [
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
          "canonical_url": "https://getskillary.com/skills/development-planning-design/",
          "download_url": "https://getskillary.com/downloads/development-planning-design.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/development-planning-design.zip",
          "category": "Developer Workflow",
          "sub_category": "Technical Planning"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/codebase-analysis-probe.zip",
          "category": "Developer Workflow",
          "sub_category": "Codebase Recon"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Create+a+migration+checklist+from+technical+notes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC018%0ASolution+slug%3A+create-migration-checklist-from-technical-notes%0APrimary+skill%3A+codebase-migration-refactor%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-migration-checklist-from-technical-notes%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Create+a+migration+checklist+from+technical+notes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC018%0ASolution+slug%3A+create-migration-checklist-from-technical-notes%0APrimary+skill%3A+codebase-migration-refactor%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-migration-checklist-from-technical-notes%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Create+a+migration+checklist+from+technical+notes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC018%0ASolution+slug%3A+create-migration-checklist-from-technical-notes%0APrimary+skill%3A+codebase-migration-refactor%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-migration-checklist-from-technical-notes%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Create+a+migration+checklist+from+technical+notes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC018%0ASolution+slug%3A+create-migration-checklist-from-technical-notes%0APrimary+skill%3A+codebase-migration-refactor%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-migration-checklist-from-technical-notes%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Create+a+migration+checklist+from+technical+notes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC018%0ASolution+slug%3A+create-migration-checklist-from-technical-notes%0APrimary+skill%3A+codebase-migration-refactor%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-migration-checklist-from-technical-notes%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC019",
      "slug": "diagnose-linux-service-issue-from-logs-read-only",
      "title": "Diagnose a Linux service issue from logs in read-only mode",
      "canonical_url": "https://getskillary.com/solutions/diagnose-linux-service-issue-from-logs-read-only/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A service is failing and the user can provide logs but not remote access.",
      "user_intent": "Interpret logs and produce safe diagnostic next steps.",
      "audience": [
        "developers",
        "operators",
        "support-engineers"
      ],
      "scenario_category": "ops_diagnostics",
      "risk_level": "L1 local analysis",
      "automation_level": "read_only_log_analysis",
      "inputs_required": [
        "Logs or status output",
        "Service name",
        "Recent changes"
      ],
      "expected_outputs": [
        "Likely cause",
        "Safe checks",
        "Escalation boundary"
      ],
      "primary_skill_slug": "diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis",
      "supporting_skill_slugs": [
        "create-precise-incident-timelines-from-logs-and-notes",
        "markdown-authoring-helper"
      ],
      "recommended_skill_slugs": [
        "diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis",
        "create-precise-incident-timelines-from-logs-and-notes",
        "markdown-authoring-helper"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis/",
        "https://getskillary.com/skills/create-precise-incident-timelines-from-logs-and-notes/",
        "https://getskillary.com/skills/markdown-authoring-helper/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis.zip",
        "https://getskillary.com/downloads/create-precise-incident-timelines-from-logs-and-notes.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
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          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
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          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Diagnose a Linux service issue from logs in read-only mode\")",
        "search_skills(\"Diagnoses Common Linux Service Issues Using Logs, Systemd/pm2, File Permissions, Nginx Reverse\")",
        "search_skills(\"Create Precise Incident Timelines From Logs and Notes\")",
        "search_skills(\"Markdown Authoring Helper\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When logs are available",
        "When remote access is not authorized",
        "When the user needs a safe diagnostic checklist"
      ],
      "when_not_to_use": [
        "When the agent must SSH or restart services",
        "When logs contain secrets that cannot be redacted",
        "When production action is requested"
      ],
      "success_criteria": [
        "Diagnosis stays evidence-based",
        "Commands are operator-run",
        "No remote action is implied"
      ],
      "failure_modes": [
        "Inventing root cause",
        "Requesting credentials",
        "Treating suggested commands as already run"
      ],
      "example_user_prompt": "How can an AI agent diagnose a Linux service issue from logs without touching the server?",
      "example_input": "systemd or PM2 log excerpts and service context.",
      "example_output_summary": "A read-only diagnosis with likely causes and commands the operator can run manually.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis",
        "title": "Diagnoses Common Linux Service Issues Using Logs, Systemd/pm2, File Permissions, Nginx Reverse",
        "canonical_url": "https://getskillary.com/skills/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis/",
        "download_url": "https://getskillary.com/downloads/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis.zip",
        "category": "Developer Workflow",
        "sub_category": "Cloud API Operations"
      },
      "supporting_skills": [
        {
          "slug": "create-precise-incident-timelines-from-logs-and-notes",
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          "canonical_url": "https://getskillary.com/skills/create-precise-incident-timelines-from-logs-and-notes/",
          "download_url": "https://getskillary.com/downloads/create-precise-incident-timelines-from-logs-and-notes.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/create-precise-incident-timelines-from-logs-and-notes.zip",
          "category": "Developer Workflow",
          "sub_category": "Cloud API Operations"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        }
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        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Review+code+quality+from+a+diff+or+focused+files&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC021%0ASolution+slug%3A+review-code-quality-from-diff-or-files%0APrimary+skill%3A+code-quality-standards%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Freview-code-quality-from-diff-or-files%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Review+code+quality+from+a+diff+or+focused+files&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC021%0ASolution+slug%3A+review-code-quality-from-diff-or-files%0APrimary+skill%3A+code-quality-standards%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Freview-code-quality-from-diff-or-files%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Review+code+quality+from+a+diff+or+focused+files&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC021%0ASolution+slug%3A+review-code-quality-from-diff-or-files%0APrimary+skill%3A+code-quality-standards%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Freview-code-quality-from-diff-or-files%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Review+code+quality+from+a+diff+or+focused+files&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC021%0ASolution+slug%3A+review-code-quality-from-diff-or-files%0APrimary+skill%3A+code-quality-standards%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Freview-code-quality-from-diff-or-files%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC022",
      "slug": "generate-changelog-from-work-summary",
      "title": "Generate a changelog from commits or a work summary",
      "canonical_url": "https://getskillary.com/solutions/generate-changelog-from-work-summary/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A release needs a clear summary of user-facing and internal changes.",
      "user_intent": "Turn commit or work notes into a readable changelog.",
      "audience": [
        "developers",
        "release-managers",
        "product-teams"
      ],
      "scenario_category": "release_notes",
      "risk_level": "L1 local analysis",
      "automation_level": "documentation_synthesis",
      "inputs_required": [
        "Commit list or work summary",
        "Release audience",
        "Breaking changes if any"
      ],
      "expected_outputs": [
        "Changelog",
        "Risk notes",
        "Verification summary"
      ],
      "primary_skill_slug": "changelog-generator",
      "supporting_skill_slugs": [
        "markdown-authoring-helper",
        "github-pr-automation"
      ],
      "recommended_skill_slugs": [
        "changelog-generator",
        "markdown-authoring-helper",
        "github-pr-automation"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/changelog-generator/",
        "https://getskillary.com/skills/markdown-authoring-helper/",
        "https://getskillary.com/skills/github-pr-automation/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/changelog-generator.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip",
        "https://getskillary.com/downloads/github-pr-automation.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Generate a changelog from commits or a work summary\")",
        "search_skills(\"Changelog Generator\")",
        "search_skills(\"Markdown Authoring Helper\")",
        "search_skills(\"GitHub PR Automation\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "Before a release",
        "After a sprint",
        "When work needs handoff notes"
      ],
      "when_not_to_use": [
        "When commits include private secrets",
        "When a release needs legal approval",
        "When the user asks to publish directly"
      ],
      "success_criteria": [
        "Changes are grouped",
        "Verification is included",
        "No unsupported claims are made"
      ],
      "failure_modes": [
        "Marketing copy without evidence",
        "Missing breaking changes",
        "No validation summary"
      ],
      "example_user_prompt": "How can an AI agent generate release notes from a work summary?",
      "example_input": "A list of changed files, commits, and verification commands.",
      "example_output_summary": "A concise changelog grouped by feature, fix, docs, and verification.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/changelog-generator/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "changelog-generator",
        "title": "Changelog Generator",
        "canonical_url": "https://getskillary.com/skills/changelog-generator/",
        "download_url": "https://getskillary.com/downloads/changelog-generator.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/changelog-generator.zip",
        "category": "Developer Workflow",
        "sub_category": "Release Notes"
      },
      "supporting_skills": [
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        },
        {
          "slug": "github-pr-automation",
          "title": "GitHub PR Automation",
          "canonical_url": "https://getskillary.com/skills/github-pr-automation/",
          "download_url": "https://getskillary.com/downloads/github-pr-automation.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/github-pr-automation.zip",
          "category": "Developer Workflow",
          "sub_category": "GitHub Pull Requests"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Generate+a+changelog+from+commits+or+a+work+summary&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC022%0ASolution+slug%3A+generate-changelog-from-work-summary%0APrimary+skill%3A+changelog-generator%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-changelog-from-work-summary%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "verified_solution_pack": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+verified+solution+pack%3A+Generate+a+changelog+from+commits+or+a+work+summary&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+verified+solution+pack%0ASource%3A+scenario%0AScenario+ID%3A+SC022%0ASolution+slug%3A+generate-changelog-from-work-summary%0APrimary+skill%3A+changelog-generator%0ACTA+type%3A+verified_solution_pack%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-changelog-from-work-summary%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Generate+a+changelog+from+commits+or+a+work+summary&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC022%0ASolution+slug%3A+generate-changelog-from-work-summary%0APrimary+skill%3A+changelog-generator%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-changelog-from-work-summary%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Generate+a+changelog+from+commits+or+a+work+summary&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC022%0ASolution+slug%3A+generate-changelog-from-work-summary%0APrimary+skill%3A+changelog-generator%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-changelog-from-work-summary%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Generate+a+changelog+from+commits+or+a+work+summary&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC022%0ASolution+slug%3A+generate-changelog-from-work-summary%0APrimary+skill%3A+changelog-generator%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fgenerate-changelog-from-work-summary%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC023",
      "slug": "design-support-ticket-triage-workflow",
      "title": "Design a support ticket triage workflow",
      "canonical_url": "https://getskillary.com/solutions/design-support-ticket-triage-workflow/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A support team needs consistent classification and first-response drafting.",
      "user_intent": "Define categories, escalation rules, and draft response structure.",
      "audience": [
        "support-teams",
        "operators",
        "customer-success"
      ],
      "scenario_category": "business_operations",
      "risk_level": "L1 local analysis",
      "automation_level": "workflow_design",
      "inputs_required": [
        "Ticket examples with sensitive data removed",
        "Priority rules",
        "Tone guidelines"
      ],
      "expected_outputs": [
        "Triage workflow",
        "Reply templates",
        "Escalation rules"
      ],
      "primary_skill_slug": "support-ticket-classification-replies",
      "supporting_skill_slugs": [
        "document-report-generation-paperjsx",
        "markdown-authoring-helper"
      ],
      "recommended_skill_slugs": [
        "support-ticket-classification-replies",
        "document-report-generation-paperjsx",
        "markdown-authoring-helper"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/support-ticket-classification-replies/",
        "https://getskillary.com/skills/document-report-generation-paperjsx/",
        "https://getskillary.com/skills/markdown-authoring-helper/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/support-ticket-classification-replies.zip",
        "https://getskillary.com/downloads/document-report-generation-paperjsx.zip",
        "https://getskillary.com/downloads/markdown-authoring-helper.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Design a support ticket triage workflow\")",
        "search_skills(\"Support Ticket Classification and Replies\")",
        "search_skills(\"Document and Report Generation with Paperjsx\")",
        "search_skills(\"Markdown Authoring Helper\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When support replies need consistency",
        "When categories are unclear",
        "When triage rules need documentation"
      ],
      "when_not_to_use": [
        "When private customer data cannot be redacted",
        "When legal or medical advice is involved",
        "When replies should be sent automatically"
      ],
      "success_criteria": [
        "Categories are clear",
        "Templates are reviewable",
        "Escalation is explicit"
      ],
      "failure_modes": [
        "Sending replies without review",
        "Leaking private data",
        "Ignoring escalation rules"
      ],
      "example_user_prompt": "What AI agent workflow can classify support tickets and draft consistent replies?",
      "example_input": "Redacted support tickets and current response guidelines.",
      "example_output_summary": "A triage workflow with categories, draft reply patterns, and escalation boundaries.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/support-ticket-classification-replies/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "support-ticket-classification-replies",
        "title": "Support Ticket Classification and Replies",
        "canonical_url": "https://getskillary.com/skills/support-ticket-classification-replies/",
        "download_url": "https://getskillary.com/downloads/support-ticket-classification-replies.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/support-ticket-classification-replies.zip",
        "category": "Business Operations",
        "sub_category": "Support Operations"
      },
      "supporting_skills": [
        {
          "slug": "document-report-generation-paperjsx",
          "title": "Document and Report Generation with Paperjsx",
          "canonical_url": "https://getskillary.com/skills/document-report-generation-paperjsx/",
          "download_url": "https://getskillary.com/downloads/document-report-generation-paperjsx.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/document-report-generation-paperjsx.zip",
          "category": "Writing & Content",
          "sub_category": "Document Generation"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/markdown-authoring-helper.zip",
          "category": "Writing & Content",
          "sub_category": "Markdown Writing"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Design+a+support+ticket+triage+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC023%0ASolution+slug%3A+design-support-ticket-triage-workflow%0APrimary+skill%3A+support-ticket-classification-replies%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fdesign-support-ticket-triage-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Design+a+support+ticket+triage+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC023%0ASolution+slug%3A+design-support-ticket-triage-workflow%0APrimary+skill%3A+support-ticket-classification-replies%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fdesign-support-ticket-triage-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Design+a+support+ticket+triage+workflow&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC023%0ASolution+slug%3A+design-support-ticket-triage-workflow%0APrimary+skill%3A+support-ticket-classification-replies%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fdesign-support-ticket-triage-workflow%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    },
    {
      "solution_id": "SC024",
      "slug": "evaluate-workflow-method-effectiveness",
      "title": "Evaluate whether a workflow method is effective",
      "canonical_url": "https://getskillary.com/solutions/evaluate-workflow-method-effectiveness/",
      "github_repository_url": "https://github.com/getskillary-com/Getskillary_com",
      "user_problem": "A team adopted a method or workflow and needs to know whether it works.",
      "user_intent": "Define evaluation criteria, collect evidence, and recommend adjustments.",
      "audience": [
        "operators",
        "technical-leads",
        "workflow-designers"
      ],
      "scenario_category": "workflow_evaluation",
      "risk_level": "L1 local analysis",
      "automation_level": "evaluation_planning",
      "inputs_required": [
        "Method description",
        "Observed outcomes",
        "Success criteria"
      ],
      "expected_outputs": [
        "Evaluation scorecard",
        "Evidence gaps",
        "Improvement plan"
      ],
      "primary_skill_slug": "method-effectiveness-evaluation",
      "supporting_skill_slugs": [
        "development-planning-design",
        "document-report-generation-paperjsx"
      ],
      "recommended_skill_slugs": [
        "method-effectiveness-evaluation",
        "development-planning-design",
        "document-report-generation-paperjsx"
      ],
      "skill_bundle_urls": [
        "https://getskillary.com/skills/method-effectiveness-evaluation/",
        "https://getskillary.com/skills/development-planning-design/",
        "https://getskillary.com/skills/document-report-generation-paperjsx/"
      ],
      "download_urls": [
        "https://getskillary.com/downloads/method-effectiveness-evaluation.zip",
        "https://getskillary.com/downloads/development-planning-design.zip",
        "https://getskillary.com/downloads/document-report-generation-paperjsx.zip"
      ],
      "install_guide_url": "https://getskillary.com/install/",
      "mcp_endpoint": "https://mcp.getskillary.com/mcp",
      "mcp_workflow": [
        {
          "step": 1,
          "tool": "search_solutions",
          "status": "planned_mcp_solution_tool",
          "purpose": "Find scenario solutions by workflow problem."
        },
        {
          "step": 2,
          "tool": "get_solution_detail",
          "status": "planned_mcp_solution_tool",
          "purpose": "Inspect the scenario solution, risk boundary, skill bundle, and CTA."
        },
        {
          "step": 3,
          "tool": "search_skills",
          "status": "existing_skill_discovery_tool",
          "purpose": "Search the current public GetSkillary skill catalog."
        },
        {
          "step": 4,
          "tool": "get_skill_detail",
          "status": "existing_skill_discovery_tool",
          "purpose": "Inspect the primary or supporting skill detail."
        },
        {
          "step": 5,
          "tool": "get_download_url",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get a manual download URL for the selected skill."
        },
        {
          "step": 6,
          "tool": "get_install_guide",
          "status": "existing_skill_discovery_tool",
          "purpose": "Get manual install guidance; do not install automatically."
        }
      ],
      "mcp_search_queries": [
        "search_solutions(\"Evaluate whether a workflow method is effective\")",
        "search_skills(\"Method Effectiveness Evaluation\")",
        "search_skills(\"Development Planning and Design\")",
        "search_skills(\"Document and Report Generation with Paperjsx\")"
      ],
      "execution_mode": "local_agent_guided_no_hosted_execution",
      "human_review_required": true,
      "modifies_local_files": false,
      "requires_api_key": false,
      "requires_external_account": false,
      "when_to_use": [
        "When a method needs a quality gate",
        "When outcomes are mixed",
        "When a team needs practical improvements"
      ],
      "when_not_to_use": [
        "When there is no evidence to evaluate",
        "When the user wants a guaranteed success claim",
        "When regulated outcomes are involved"
      ],
      "success_criteria": [
        "Criteria are explicit",
        "Evidence gaps are separated from facts",
        "Improvements are prioritized"
      ],
      "failure_modes": [
        "Claiming success without data",
        "Vague recommendations",
        "No follow-up measurement"
      ],
      "example_user_prompt": "How can an AI agent evaluate whether our workflow method is effective?",
      "example_input": "A method description, current metrics, and pain points.",
      "example_output_summary": "An effectiveness scorecard with evidence gaps and prioritized improvements.",
      "conversion_cta": "Use MCP discovery at https://mcp.getskillary.com/mcp or open https://getskillary.com/skills/method-effectiveness-evaluation/, then manually download and inspect the skill before use. For team-specific needs, use https://getskillary.com/inquiry/.",
      "claim_boundary": "Local scenario-solution architecture only. This does not publish Batch 3, deploy production pages, add hosted execution, or claim AI citation, recommendation, ranking, click, lead, or conversion improvement.",
      "status": "public_solution_page_ready",
      "hosted_execution": false,
      "ai_success_claimed": false,
      "search_success_claimed": false,
      "conversion_success_claimed": false,
      "primary_skill": {
        "slug": "method-effectiveness-evaluation",
        "title": "Method Effectiveness Evaluation",
        "canonical_url": "https://getskillary.com/skills/method-effectiveness-evaluation/",
        "download_url": "https://getskillary.com/downloads/method-effectiveness-evaluation.zip",
        "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/method-effectiveness-evaluation.zip",
        "category": "Research & Analysis",
        "sub_category": "Evaluation"
      },
      "supporting_skills": [
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
          "canonical_url": "https://getskillary.com/skills/development-planning-design/",
          "download_url": "https://getskillary.com/downloads/development-planning-design.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/development-planning-design.zip",
          "category": "Developer Workflow",
          "sub_category": "Technical Planning"
        },
        {
          "slug": "document-report-generation-paperjsx",
          "title": "Document and Report Generation with Paperjsx",
          "canonical_url": "https://getskillary.com/skills/document-report-generation-paperjsx/",
          "download_url": "https://getskillary.com/downloads/document-report-generation-paperjsx.zip",
          "current_download_url": "https://codex-skills-downloads.edenxwang2.workers.dev/downloads/document-report-generation-paperjsx.zip",
          "category": "Writing & Content",
          "sub_category": "Document Generation"
        }
      ],
      "cta_links": {
        "private_workflow": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Evaluate+whether+a+workflow+method+is+effective&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC024%0ASolution+slug%3A+evaluate-workflow-method-effectiveness%0APrimary+skill%3A+method-effectiveness-evaluation%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-workflow-method-effectiveness%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
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        "team_registry": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Contact+for+team+registry%3A+Evaluate+whether+a+workflow+method+is+effective&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Contact+for+team+registry%0ASource%3A+scenario%0AScenario+ID%3A+SC024%0ASolution+slug%3A+evaluate-workflow-method-effectiveness%0APrimary+skill%3A+method-effectiveness-evaluation%0ACTA+type%3A+team_registry%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-workflow-method-effectiveness%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "sponsor_scenario": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Sponsor+this+scenario%3A+Evaluate+whether+a+workflow+method+is+effective&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Sponsor+this+scenario%0ASource%3A+scenario%0AScenario+ID%3A+SC024%0ASolution+slug%3A+evaluate-workflow-method-effectiveness%0APrimary+skill%3A+method-effectiveness-evaluation%0ACTA+type%3A+sponsor_scenario%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-workflow-method-effectiveness%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths.",
        "submit_skill": "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Submit+a+skill+for+this+workflow%3A+Evaluate+whether+a+workflow+method+is+effective&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Submit+a+skill+for+this+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC024%0ASolution+slug%3A+evaluate-workflow-method-effectiveness%0APrimary+skill%3A+method-effectiveness-evaluation%0ACTA+type%3A+submit_skill%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fevaluate-workflow-method-effectiveness%2F%0A%0AContext%3A%0A%0AGoal%3A%0A%0APreferred+next+step%3A%0A%0ADo+not+include+secrets%2C+API+keys%2C+private+customer+data%2C+or+local+machine+paths."
      }
    }
  ]
}
