{
  "schema_version": "1.0.0",
  "generated_at": "2026-07-09T21:26:18.691Z",
  "gate_status": "Proof Asset Public Surface Local Implementation Gate passed / awaiting production deploy",
  "site_url": "https://getskillary.com",
  "canonical_url": "https://getskillary.com/use-cases.json",
  "index_url": "https://getskillary.com/use-cases/",
  "mcp_endpoint": "https://mcp.getskillary.com/mcp",
  "publication_status": "local_generation_complete_release_pending",
  "record_count": 10,
  "manual_install_only": true,
  "hosted_execution": false,
  "llms_boundary": "Agent-readiness boundary: llms.txt and llms-full.txt support agent documentation discovery only; they are not Google Search ranking evidence, not AI Overview evidence, not AI citation evidence, not AI recommendation evidence, not traffic evidence, not lead evidence, and not conversion evidence.",
  "claim_boundary": "These use cases are sanitized operator dogfooding and product capability evidence only. They do not prove natural demand, SEO or GEO success, AI citation, AI recommendation, traffic, leads, revenue, or conversion improvement.",
  "records": [
    {
      "proof_asset_id": "PAS-001",
      "slug": "pas-001-implementation-plan-from-requirements",
      "batch": "first_batch_hero",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/pas-001-implementation-plan-from-requirements/",
      "page_path": "/use-cases/pas-001-implementation-plan-from-requirements/",
      "title": "Generate an implementation plan from requirements",
      "scenario_id": "SC003",
      "scenario_slug": "generate-implementation-plan-from-requirements",
      "scenario_category": "planning",
      "user_problem": "A user has rough product notes and needs Codex to create an implementation plan that is concrete enough to review and verify.",
      "sanitized_prompt": "I want Codex to turn rough dashboard notes into a build plan with phases, tasks, acceptance checks, and ways to verify the work.",
      "applicability": {
        "when_to_use": [
          "A user has rough product notes and needs Codex to create an implementation plan that is concrete enough to review and verify.",
          "Use this workflow when the expected output is phased plan; task breakdown; validation checklist."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. No file edits, deployment, credential handling, hosted execution, or account actions are implied.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "generate-implementation-plan-from-requirements",
        "title": "Generate an implementation plan from requirements",
        "canonical_url": "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/development-planning-design/",
          "download_url": "https://getskillary.com/downloads/development-planning-design.zip"
        },
        {
          "slug": "create-a-detailed-phased-implementation-plan",
          "title": "Create A Detailed, Phased Implementation Plan",
          "role": "supporting",
          "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"
        },
        {
          "slug": "linear-jira-task-requirements",
          "title": "Linear and Jira Task Requirements",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/linear-jira-task-requirements/",
          "download_url": "https://getskillary.com/downloads/linear-jira-task-requirements.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Clarify requirements and constraints, group the work into phases, break each phase into tasks, define acceptance checks, and list verification steps before implementation.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Phased plan; task breakdown; validation checklist.",
      "verification_checklist": [
        "Plan has phases, tasks, acceptance criteria, dependencies, validation checks, and open questions.",
        "Risk boundary and confirmation points appear before implementation advice.",
        "No deploy, credential handling, account action, or production mutation is implied."
      ],
      "risk_boundary": "L1 local analysis. No file edits, deployment, credential handling, hosted execution, or account actions are implied.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No app was built, no tracker was modified, no deploy was run, no external account was accessed, and no production data changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/",
        "download_primary_skill": "https://getskillary.com/downloads/development-planning-design.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains GetSkillary scenario capability with bounded evidence",
        "retrieve": "covers natural-language implementation planning demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "PAS-002",
      "slug": "pas-002-audit-unfamiliar-codebase",
      "batch": "first_batch_hero",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/pas-002-audit-unfamiliar-codebase/",
      "page_path": "/use-cases/pas-002-audit-unfamiliar-codebase/",
      "title": "Audit an unfamiliar codebase before making changes",
      "scenario_id": "SC001",
      "scenario_slug": "audit-unfamiliar-codebase",
      "scenario_category": "developer_workflow",
      "user_problem": "A user inherited a project and needs Codex to understand the architecture, risks, and safe next steps before changing code.",
      "sanitized_prompt": "I want Codex to look at a project I inherited and explain the architecture, important files, risks, and safe next steps before anything changes.",
      "applicability": {
        "when_to_use": [
          "A user inherited a project and needs Codex to understand the architecture, risks, and safe next steps before changing code.",
          "Use this workflow when the expected output is codebase map; risk notes; recommended implementation plan."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. No code changes, install commands, deploys, credential handling, or account actions are implied.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "audit-unfamiliar-codebase",
        "title": "Audit an unfamiliar codebase before making changes",
        "canonical_url": "https://getskillary.com/solutions/audit-unfamiliar-codebase/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip"
        },
        {
          "slug": "code-quality-standards",
          "title": "Code Quality Standards",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/code-quality-standards/",
          "download_url": "https://getskillary.com/downloads/code-quality-standards.zip"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Inspect the project structure, identify important files and dependencies, summarize architecture, surface risk areas, and produce a safe analysis-first plan.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Codebase map; risk notes; recommended implementation plan.",
      "verification_checklist": [
        "Output includes architecture map, important files, entry points, risks, assumptions, and next steps.",
        "Edits remain out of scope unless separately authorized.",
        "No dependencies are installed and no external service is contacted."
      ],
      "risk_boundary": "L1 local analysis. No code changes, install commands, deploys, credential handling, or account actions are implied.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No repository was modified, no dependencies were installed, and no external service was contacted.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/audit-unfamiliar-codebase/",
        "download_primary_skill": "https://getskillary.com/downloads/codebase-analysis-probe.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains analysis-first codebase audit capability",
        "retrieve": "covers inherited-codebase natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "PAS-003",
      "slug": "pas-003-json-config-repair",
      "batch": "first_batch_hero",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/pas-003-json-config-repair/",
      "page_path": "/use-cases/pas-003-json-config-repair/",
      "title": "Validate JSON config or syntax errors",
      "scenario_id": "SC004",
      "scenario_slug": "validate-json-config-or-syntax-errors",
      "scenario_category": "configuration_qa",
      "user_problem": "A user has a JSON settings problem and needs Codex to explain the error, suggest a safe correction, and define how to confirm the fix.",
      "sanitized_prompt": "I want Codex to check a JSON settings file, explain what is wrong, suggest the safe correction, and tell me how to confirm it works.",
      "applicability": {
        "when_to_use": [
          "A user has a JSON settings problem and needs Codex to explain the error, suggest a safe correction, and define how to confirm the fix.",
          "Use this workflow when the expected output is parse diagnosis; suggested normalized json; validation command."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L2 local file edits with review. Any file write requires explicit user confirmation.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "validate-json-config-or-syntax-errors",
        "title": "Validate JSON config or syntax errors",
        "canonical_url": "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "json-syntax-validator",
          "title": "JSON Syntax Validator",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/json-syntax-validator/",
          "download_url": "https://getskillary.com/downloads/json-syntax-validator.zip"
        },
        {
          "slug": "json-repair-normalizer",
          "title": "JSON Repair Normalizer",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/json-repair-normalizer/",
          "download_url": "https://getskillary.com/downloads/json-repair-normalizer.zip"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Inspect the JSON, identify syntax or structure issues, propose a minimal correction, and provide validation steps before applying any edit.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Parse diagnosis; suggested normalized JSON; validation command.",
      "verification_checklist": [
        "Corrected JSON parses and preserves intended keys and values.",
        "Expected schema is used when available.",
        "Any file write requires explicit confirmation."
      ],
      "risk_boundary": "L2 local file edits with review. Any file write requires explicit user confirmation.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No file edit is implied, no secrets are included, no production config is changed, and no deploy is run.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/",
        "download_primary_skill": "https://getskillary.com/downloads/json-syntax-validator.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains safe JSON repair workflow with review boundary",
        "retrieve": "covers JSON config error natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "PAS-006",
      "slug": "pas-006-phased-project-plan",
      "batch": "first_batch_hero",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/pas-006-phased-project-plan/",
      "page_path": "/use-cases/pas-006-phased-project-plan/",
      "title": "Create a phased project plan",
      "scenario_id": "SC009",
      "scenario_slug": "create-phased-project-plan",
      "scenario_category": "planning",
      "user_problem": "A user has a business project goal and needs milestones, decision gates, risk notes, and validation steps.",
      "sanitized_prompt": "I want Codex to take a business project goal and make a phased plan with milestones, decision gates, risks, and validation steps.",
      "applicability": {
        "when_to_use": [
          "A user has a business project goal and needs milestones, decision gates, risk notes, and validation steps.",
          "Use this workflow when the expected output is phased roadmap; gate criteria; open risks."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. No external project management system, account action, or operational change is implied.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "create-phased-project-plan",
        "title": "Create a phased project plan",
        "canonical_url": "https://getskillary.com/solutions/create-phased-project-plan/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "create-a-detailed-phased-implementation-plan",
          "title": "Create A Detailed, Phased Implementation Plan",
          "role": "primary",
          "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"
        },
        {
          "slug": "development-planning-design",
          "title": "Development Planning and Design",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/development-planning-design/",
          "download_url": "https://getskillary.com/downloads/development-planning-design.zip"
        },
        {
          "slug": "todo-task-manager",
          "title": "Todo Task Manager",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/todo-task-manager/",
          "download_url": "https://getskillary.com/downloads/todo-task-manager.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Translate the goal into phases, milestones, dependencies, decision gates, risks, and validation checks for each phase.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Phased roadmap; gate criteria; open risks.",
      "verification_checklist": [
        "Plan includes phases, milestones, dependencies, risks, decision gates, validation checks, and open questions.",
        "No external project system is modified.",
        "No budget, staffing, or account action is implied."
      ],
      "risk_boundary": "L1 local analysis. No external project management system, account action, or operational change is implied.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No task tracker was updated, no messages were sent, no budget or staffing decision was made, and no external system was modified.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/create-phased-project-plan/",
        "download_primary_skill": "https://getskillary.com/downloads/create-a-detailed-phased-implementation-plan.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains phased planning capability for business projects",
        "retrieve": "covers project planning natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-001",
      "slug": "sbpa-001-review-frontend-project-structure",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-001-review-frontend-project-structure/",
      "page_path": "/use-cases/sbpa-001-review-frontend-project-structure/",
      "title": "Review frontend project structure",
      "scenario_id": "SC005",
      "scenario_slug": "review-frontend-project-structure",
      "scenario_category": "frontend_architecture",
      "user_problem": "A nontechnical user wants Codex to inspect a small frontend project structure before asking for feature work.",
      "sanitized_prompt": "I want Codex to review a sample frontend project structure before feature work and return the key folders, risks, and cleanup checklist.",
      "applicability": {
        "when_to_use": [
          "A nontechnical user wants Codex to inspect a small frontend project structure before asking for feature work.",
          "Use this workflow when the expected output is structure map; risk list; improvement plan."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. Planning or analysis only unless the user separately authorizes file edits.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "review-frontend-project-structure",
        "title": "Review frontend project structure",
        "canonical_url": "https://getskillary.com/solutions/review-frontend-project-structure/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "frontend-structure-analyzer",
          "title": "Frontend Structure Analyzer",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/frontend-structure-analyzer/",
          "download_url": "https://getskillary.com/downloads/frontend-structure-analyzer.zip"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip"
        },
        {
          "slug": "create-distinctive-production-grade-frontend-interfaces",
          "title": "Create Distinctive, Production-grade Frontend Interfaces",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/create-distinctive-production-grade-frontend-interfaces/",
          "download_url": "https://getskillary.com/downloads/create-distinctive-production-grade-frontend-interfaces.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm project tree, package scripts, and framework context; map routes, components, styling, state, and build entry points; list risks; propose cleanup steps and verification checks.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Structure map; risk list; improvement plan.",
      "verification_checklist": [
        "Matched solution slug is correct.",
        "Output covers folders, routes, components, risks, cleanup, and checks.",
        "No credentials, deploy, hosted execution, or private console action is used."
      ],
      "risk_boundary": "L1 local analysis. Planning or analysis only unless the user separately authorizes file edits.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No frontend files were edited, no app was built, no screenshot-based claim was made, no deployment ran, and no production system changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/review-frontend-project-structure/",
        "download_primary_skill": "https://getskillary.com/downloads/frontend-structure-analyzer.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains frontend structure review capability",
        "retrieve": "covers project structure review natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-002",
      "slug": "sbpa-002-markdown-docs-quality-checklist",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-002-markdown-docs-quality-checklist/",
      "page_path": "/use-cases/sbpa-002-markdown-docs-quality-checklist/",
      "title": "Analyze Markdown documentation quality",
      "scenario_id": "SC011",
      "scenario_slug": "analyze-markdown-documentation-quality",
      "scenario_category": "documentation_qa",
      "user_problem": "A user has generic Markdown docs that are hard to scan and wants a reviewable quality checklist.",
      "sanitized_prompt": "I want Codex to review sample Markdown docs and return a prioritized checklist of weak sections and rewrite suggestions.",
      "applicability": {
        "when_to_use": [
          "A user has generic Markdown docs that are hard to scan and wants a reviewable quality checklist.",
          "Use this workflow when the expected output is documentation quality audit; weak sections; rewrite plan."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. No automatic rewrite, docs publication, or account access.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "analyze-markdown-documentation-quality",
        "title": "Analyze Markdown documentation quality",
        "canonical_url": "https://getskillary.com/solutions/analyze-markdown-documentation-quality/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "markdown-link-validator",
          "title": "Markdown Link Validator",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/markdown-link-validator/",
          "download_url": "https://getskillary.com/downloads/markdown-link-validator.zip"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm docs folder, target audience, and known concerns; audit structure, references, clarity, and actionability; identify weak sections; propose rewrite guidance.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Documentation quality audit; weak sections; rewrite plan.",
      "verification_checklist": [
        "Weak sections are concrete and prioritized.",
        "Reference issues are separated from style issues.",
        "No private docs, credentials, publication, hosted execution, or private console action."
      ],
      "risk_boundary": "L1 local analysis. No automatic rewrite, docs publication, or account access.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No docs were published, no private docs were included, no file edit was implied, and no production system changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/analyze-markdown-documentation-quality/",
        "download_primary_skill": "https://getskillary.com/downloads/markdown-link-validator.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains documentation quality checklist capability",
        "retrieve": "covers Markdown docs quality natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-004",
      "slug": "sbpa-004-repeatable-task-management-workflow",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-004-repeatable-task-management-workflow/",
      "page_path": "/use-cases/sbpa-004-repeatable-task-management-workflow/",
      "title": "Build a repeatable task management workflow",
      "scenario_id": "SC013",
      "scenario_slug": "build-repeatable-task-management-workflow",
      "scenario_category": "task_management",
      "user_problem": "A user has recurring tasks scattered across notes and wants a simple repeatable workflow.",
      "sanitized_prompt": "I want Codex to turn sample recurring work notes into a repeatable task workflow with priorities, review cadence, and checklists.",
      "applicability": {
        "when_to_use": [
          "A user has recurring tasks scattered across notes and wants a simple repeatable workflow.",
          "Use this workflow when the expected output is task workflow; prioritization rules; review cadence."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. Planning only; no third-party tracker mutation, automation deployment, or credential handling.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "build-repeatable-task-management-workflow",
        "title": "Build a repeatable task management workflow",
        "canonical_url": "https://getskillary.com/solutions/build-repeatable-task-management-workflow/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "todo-task-manager",
          "title": "Todo Task Manager",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/todo-task-manager/",
          "download_url": "https://getskillary.com/downloads/todo-task-manager.zip"
        },
        {
          "slug": "linear-jira-task-requirements",
          "title": "Linear and Jira Task Requirements",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/linear-jira-task-requirements/",
          "download_url": "https://getskillary.com/downloads/linear-jira-task-requirements.zip"
        },
        {
          "slug": "notion-requirements-to-implementation",
          "title": "Notion Requirements to Implementation",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/notion-requirements-to-implementation/",
          "download_url": "https://getskillary.com/downloads/notion-requirements-to-implementation.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm task sources, priority rules, and output format; define capture, triage, owner/state, review cadence, completion criteria, and checklist structure.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Task workflow; prioritization rules; review cadence.",
      "verification_checklist": [
        "Workflow includes capture, triage, review, and done states.",
        "Priority rules are clear.",
        "No external tracker write or account access."
      ],
      "risk_boundary": "L1 local analysis. Planning only; no third-party tracker mutation, automation deployment, or credential handling.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No task tracker was modified, no credentials were used, no automation was deployed, and no production system changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/build-repeatable-task-management-workflow/",
        "download_primary_skill": "https://getskillary.com/downloads/todo-task-manager.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains repeatable task workflow capability",
        "retrieve": "covers task workflow design natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-005",
      "slug": "sbpa-005-package-repository-preinstall-review",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-005-package-repository-preinstall-review/",
      "page_path": "/use-cases/sbpa-005-package-repository-preinstall-review/",
      "title": "Inspect a package or repository before installing",
      "scenario_id": "SC015",
      "scenario_slug": "inspect-package-or-repository-before-installing",
      "scenario_category": "package_review",
      "user_problem": "A user wants a pre-install review of a placeholder package or repository before running anything.",
      "sanitized_prompt": "I want Codex to inspect a sample package or repository before installation and return risks, setup notes, and a proceed/no-proceed boundary.",
      "applicability": {
        "when_to_use": [
          "A user wants a pre-install review of a placeholder package or repository before running anything.",
          "Use this workflow when the expected output is pre-install review; risk notes; install/no-install recommendation boundary."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L0 read-only discovery. No package installation, untrusted script execution, or guarantee of safety.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "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/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "npm-package-search",
          "title": "NPM Package Search",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/npm-package-search/",
          "download_url": "https://getskillary.com/downloads/npm-package-search.zip"
        },
        {
          "slug": "code-quality-standards",
          "title": "Code Quality Standards",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/code-quality-standards/",
          "download_url": "https://getskillary.com/downloads/code-quality-standards.zip"
        },
        {
          "slug": "codebase-analysis-probe",
          "title": "Codebase Analysis Probe",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/codebase-analysis-probe/",
          "download_url": "https://getskillary.com/downloads/codebase-analysis-probe.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm the package or repository snapshot, intended use, and risk tolerance; inspect metadata, scripts, dependency risk, maintenance signals, and unknowns; return a bounded recommendation.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Pre-install review; risk notes; install/no-install recommendation boundary.",
      "verification_checklist": [
        "Scripts and dependency risk are considered.",
        "Unknowns are listed.",
        "No package install or untrusted execution occurs."
      ],
      "risk_boundary": "L0 read-only discovery. No package installation, untrusted script execution, or guarantee of safety.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No package was installed, no install script ran, no repository code was executed, no production system changed, and no safety guarantee was claimed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/inspect-package-or-repository-before-installing/",
        "download_primary_skill": "https://getskillary.com/downloads/npm-package-search.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains pre-install review capability with no-install boundary",
        "retrieve": "covers package/repository pre-install review demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-007",
      "slug": "sbpa-007-business-operations-workflow-documentation",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-007-business-operations-workflow-documentation/",
      "page_path": "/use-cases/sbpa-007-business-operations-workflow-documentation/",
      "title": "Prepare business operations workflow documentation",
      "scenario_id": "SC020",
      "scenario_slug": "prepare-business-operations-workflow-documentation",
      "scenario_category": "business_operations",
      "user_problem": "A repeatable business process exists as messy fictional notes and needs a clear workflow document.",
      "sanitized_prompt": "I want Codex to turn sanitized operations notes into a workflow document with roles, handoffs, checklist, and review cadence.",
      "applicability": {
        "when_to_use": [
          "A repeatable business process exists as messy fictional notes and needs a clear workflow document.",
          "Use this workflow when the expected output is workflow document; checklist; review cadence."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. Documentation planning only; no external workflow automation, regulated judgment, or system mutation.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "slug": "prepare-business-operations-workflow-documentation",
        "title": "Prepare business operations workflow documentation",
        "canonical_url": "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "document-report-generation-paperjsx",
          "title": "Document and Report Generation with Paperjsx",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/document-report-generation-paperjsx/",
          "download_url": "https://getskillary.com/downloads/document-report-generation-paperjsx.zip"
        },
        {
          "slug": "support-ticket-classification-replies",
          "title": "Support Ticket Classification and Replies",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/support-ticket-classification-replies/",
          "download_url": "https://getskillary.com/downloads/support-ticket-classification-replies.zip"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm sanitized workflow notes, roles, handoffs, and sample output; document purpose, inputs, steps, outputs, owners, review cadence, and quality checks.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Workflow document; checklist; review cadence.",
      "verification_checklist": [
        "Steps are repeatable.",
        "Owners and handoffs are explicit.",
        "No private end-user data, external system write, or credential handling."
      ],
      "risk_boundary": "L1 local analysis. Documentation planning only; no external workflow automation, regulated judgment, or system mutation.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No external system was changed, no private end-user data was used, no automation was deployed, and no production system changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/",
        "download_primary_skill": "https://getskillary.com/downloads/document-report-generation-paperjsx.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains operations workflow documentation capability",
        "retrieve": "covers operations documentation natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    },
    {
      "proof_asset_id": "SBPA-008",
      "slug": "sbpa-008-changelog-from-work-summary",
      "batch": "second_batch",
      "publication_status": "v1_indexed_public",
      "canonical_url": "https://getskillary.com/use-cases/sbpa-008-changelog-from-work-summary/",
      "page_path": "/use-cases/sbpa-008-changelog-from-work-summary/",
      "title": "Generate a changelog from commits or a work summary",
      "scenario_id": "SC022",
      "scenario_slug": "generate-changelog-from-work-summary",
      "scenario_category": "release_notes",
      "user_problem": "A user has a sanitized work summary and needs a readable draft changelog.",
      "sanitized_prompt": "I want Codex to turn a sanitized work summary into a readable changelog with user-facing changes, risks, and verification notes.",
      "applicability": {
        "when_to_use": [
          "A user has a sanitized work summary and needs a readable draft changelog.",
          "Use this workflow when the expected output is changelog; risk notes; verification summary."
        ],
        "when_not_to_use": [
          "Do not use this workflow to bypass the stated safety boundary: L1 local analysis. Documentation synthesis only; no release publication, repository mutation, or deployment.",
          "Do not treat the tested workflow as evidence of natural demand, AI citation, AI recommendation, traffic, lead, or conversion improvement."
        ]
      },
      "matched_solution": {
        "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/"
      },
      "recommended_skill_bundle": [
        {
          "slug": "changelog-generator",
          "title": "Changelog Generator",
          "role": "primary",
          "canonical_url": "https://getskillary.com/skills/changelog-generator/",
          "download_url": "https://getskillary.com/downloads/changelog-generator.zip"
        },
        {
          "slug": "markdown-authoring-helper",
          "title": "Markdown Authoring Helper",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/markdown-authoring-helper/",
          "download_url": "https://getskillary.com/downloads/markdown-authoring-helper.zip"
        },
        {
          "slug": "github-pr-automation",
          "title": "GitHub PR Automation",
          "role": "supporting",
          "canonical_url": "https://getskillary.com/skills/github-pr-automation/",
          "download_url": "https://getskillary.com/downloads/github-pr-automation.zip"
        }
      ],
      "mcp_workflow": {
        "path": "search_solutions -> get_solution_detail -> recommend_solution_skills -> get_solution_install_plan",
        "guide_url": "https://getskillary.com/learn/use-getskillary-mcp/",
        "endpoint": "https://mcp.getskillary.com/mcp",
        "manual_install_only": true,
        "hosted_execution": false
      },
      "codex_execution_plan": "Confirm work summary, release audience, and known breaking changes; group user-facing changes, internal notes, risks, and verification evidence into a draft changelog.",
      "user_confirmation_points": [
        "Confirm the sanitized task inputs, expected output, and scope before Codex starts.",
        "Confirm whether Codex should return a plan only or may make reviewed local changes.",
        "Approve any manual package download, local file change, command execution, account action, or deployment separately.",
        "Review the verification checklist and stop if the result crosses the stated risk boundary."
      ],
      "expected_output": "Changelog; risk notes; verification summary.",
      "verification_checklist": [
        "Changes are grouped for the audience.",
        "Risks and breaking changes are explicit or marked absent.",
        "No release publication occurs."
      ],
      "risk_boundary": "L1 local analysis. Documentation synthesis only; no release publication, repository mutation, or deployment.",
      "manual_install_only": true,
      "hosted_execution": false,
      "what_was_not_done": "No release was published, no git commit was created, no PR was opened, no deployment occurred, and no production system changed.",
      "proof_claim_boundary": "Operator dogfooding and product capability evidence only; no natural demand, GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion claim.",
      "ctas": {
        "copy_mcp_endpoint": "https://mcp.getskillary.com/mcp",
        "view_solution": "https://getskillary.com/solutions/generate-changelog-from-work-summary/",
        "download_primary_skill": "https://getskillary.com/downloads/changelog-generator.zip",
        "install_guide": "https://getskillary.com/install/",
        "mcp_usage_guide": "https://getskillary.com/learn/use-getskillary-mcp/",
        "inquiry": "https://getskillary.com/inquiry/"
      },
      "geo_stage_impact": {
        "crawl": "future crawlable use-case page; SEO supporting diagnostics only",
        "index": "future indexable V1 page and internal links; SEO supporting diagnostics only",
        "understand": "explains changelog drafting capability",
        "retrieve": "covers changelog-from-work-summary natural-language demand",
        "cite": "adds citable target URL, skill URLs, MCP workflow URL, and claim boundary",
        "click": "provides next-step CTAs",
        "convert": "CTA readiness only; no conversion evidence"
      },
      "evidence_classification": {
        "mcp": "operator dogfooding evidence and product capability evidence",
        "geo": "design/readiness only",
        "citation": "readiness only",
        "recommendation": "not evidence",
        "click_conversion": "not evidence"
      },
      "analytics_readiness": {
        "view_event": "use_case_view",
        "cta_event": "use_case_cta_click",
        "cta_values": [
          "solution",
          "skill",
          "install",
          "mcp_endpoint",
          "mcp_guide",
          "inquiry"
        ],
        "evidence_boundary": "Tracking readiness only; no click or conversion evidence is generated by this local gate."
      },
      "updated_at": "2026-07-09"
    }
  ]
}