{ "schema_version": "1.0.0", "generated_at": "2026-07-05T23:10:00.195Z", "prompt_set_id": "scenario_solution_s001_s030", "status": "manual_or_authorized_ai_observation_required", "site_url": "https://getskillary.com", "mcp_endpoint": "https://mcp.getskillary.com/mcp", "github_repository_url": "https://github.com/getskillary-com/Getskillary_com", "solution_count": 24, "prompt_count": 30, "metrics": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "claim_boundary": "Scenario prompt set for observation planning only. It is not evidence that any AI platform has matched, cited, or recommended GetSkillary scenario solutions.", "prompts": [ { "prompt_id": "S001", "user_prompt": "How can an AI agent audit an unfamiliar codebase before making changes?", "target_scenario_id": "SC001", "target_solution_url": "https://getskillary.com/solutions/audit-unfamiliar-codebase/", "expected_solution": "Audit an unfamiliar codebase before making changes", "primary_skill_slug": "codebase-analysis-probe", "supporting_skill_slugs": [ "code-quality-standards", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/audit-unfamiliar-codebase/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Audit+an+unfamiliar+codebase+before+making+changes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC001%0ASolution+slug%3A+audit-unfamiliar-codebase%0APrimary+skill%3A+codebase-analysis-probe%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Faudit-unfamiliar-codebase%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S002", "user_prompt": "How can I use an AI agent to fix a failed Cloudflare Pages deployment?", "target_scenario_id": "SC002", "target_solution_url": "https://getskillary.com/solutions/fix-failed-cloudflare-pages-deployment/", "expected_solution": "Fix a failed Cloudflare Pages deployment from local evidence", "primary_skill_slug": "configure-optimize-and-troubleshoot-cdn-deployments", "supporting_skill_slugs": [ "automated-deployment-ci-cd", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L2 local file edits with review", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/fix-failed-cloudflare-pages-deployment/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Fix+a+failed+Cloudflare+Pages+deployment+from+local+evidence&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+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+private_workflow%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S003", "user_prompt": "What AI agent workflow can turn requirements into implementation tasks?", "target_scenario_id": "SC003", "target_solution_url": "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/", "expected_solution": "Generate an implementation plan from requirements", "primary_skill_slug": "development-planning-design", "supporting_skill_slugs": [ "create-a-detailed-phased-implementation-plan", "linear-jira-task-requirements" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S004", "user_prompt": "How can an AI agent validate a JSON config or syntax error before changing files?", "target_scenario_id": "SC004", "target_solution_url": "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/", "expected_solution": "Validate JSON config or syntax errors", "primary_skill_slug": "json-syntax-validator", "supporting_skill_slugs": [ "json-repair-normalizer", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L2 local file edits with review", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S005", "user_prompt": "How should an AI agent review a frontend project structure before editing UI?", "target_scenario_id": "SC005", "target_solution_url": "https://getskillary.com/solutions/review-frontend-project-structure/", "expected_solution": "Review frontend project structure", "primary_skill_slug": "frontend-structure-analyzer", "supporting_skill_slugs": [ "codebase-analysis-probe", "create-distinctive-production-grade-frontend-interfaces" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/review-frontend-project-structure/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Review+frontend+project+structure&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC005%0ASolution+slug%3A+review-frontend-project-structure%0APrimary+skill%3A+frontend-structure-analyzer%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Freview-frontend-project-structure%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S006", "user_prompt": "What reusable workflow can help an AI agent scaffold a local MCP server?", "target_scenario_id": "SC006", "target_solution_url": "https://getskillary.com/solutions/build-mcp-server-scaffold/", "expected_solution": "Build an MCP server scaffold", "primary_skill_slug": "scaffold-mcp-server-projects-and-baseline-tool-contract-checks", "supporting_skill_slugs": [ "mcp-service-development-evaluation", "ai-agent-skill-scaffolding-cli" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L2 local file edits with review", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/build-mcp-server-scaffold/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Build+an+MCP+server+scaffold&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC006%0ASolution+slug%3A+build-mcp-server-scaffold%0APrimary+skill%3A+scaffold-mcp-server-projects-and-baseline-tool-contract-checks%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fbuild-mcp-server-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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S007", "user_prompt": "How can I evaluate whether an MCP service is safe and useful for agents?", "target_scenario_id": "SC007", "target_solution_url": "https://getskillary.com/solutions/evaluate-mcp-service-quality/", "expected_solution": "Evaluate MCP service quality", "primary_skill_slug": "mcp-service-development-evaluation", "supporting_skill_slugs": [ "method-effectiveness-evaluation", "code-quality-standards" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/evaluate-mcp-service-quality/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S008", "user_prompt": "How can an AI agent convert Notion requirements into implementation tasks?", "target_scenario_id": "SC008", "target_solution_url": "https://getskillary.com/solutions/convert-notion-requirements-into-implementation-tasks/", "expected_solution": "Convert Notion requirements into implementation tasks", "primary_skill_slug": "notion-requirements-to-implementation", "supporting_skill_slugs": [ "linear-jira-task-requirements", "development-planning-design" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/convert-notion-requirements-into-implementation-tasks/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Convert+Notion+requirements+into+implementation+tasks&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC008%0ASolution+slug%3A+convert-notion-requirements-into-implementation-tasks%0APrimary+skill%3A+notion-requirements-to-implementation%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fconvert-notion-requirements-into-implementation-tasks%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S009", "user_prompt": "What workflow can create a phased project plan from a messy goal?", "target_scenario_id": "SC009", "target_solution_url": "https://getskillary.com/solutions/create-phased-project-plan/", "expected_solution": "Create a phased project plan", "primary_skill_slug": "create-a-detailed-phased-implementation-plan", "supporting_skill_slugs": [ "development-planning-design", "todo-task-manager" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/create-phased-project-plan/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Create+a+phased+project+plan&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC009%0ASolution+slug%3A+create-phased-project-plan%0APrimary+skill%3A+create-a-detailed-phased-implementation-plan%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fcreate-phased-project-plan%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S010", "user_prompt": "How should an AI agent prepare an API integration plan without using secrets?", "target_scenario_id": "SC010", "target_solution_url": "https://getskillary.com/solutions/prepare-api-integration-plan/", "expected_solution": "Prepare an API integration plan", "primary_skill_slug": "composio-integration-service", "supporting_skill_slugs": [ "mcp-service-development-evaluation", "json-data-structures" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/prepare-api-integration-plan/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Prepare+an+API+integration+plan&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC010%0ASolution+slug%3A+prepare-api-integration-plan%0APrimary+skill%3A+composio-integration-service%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fprepare-api-integration-plan%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S011", "user_prompt": "How can an AI agent analyze Markdown documentation quality and missing links?", "target_scenario_id": "SC011", "target_solution_url": "https://getskillary.com/solutions/analyze-markdown-documentation-quality/", "expected_solution": "Analyze Markdown documentation quality", "primary_skill_slug": "markdown-link-validator", "supporting_skill_slugs": [ "markdown-authoring-helper", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/analyze-markdown-documentation-quality/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Analyze+Markdown+documentation+quality&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC011%0ASolution+slug%3A+analyze-markdown-documentation-quality%0APrimary+skill%3A+markdown-link-validator%0ACTA+type%3A+private_workflow%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S012", "user_prompt": "How can an AI agent summarize research material into a decision brief?", "target_scenario_id": "SC012", "target_solution_url": "https://getskillary.com/solutions/summarize-research-material/", "expected_solution": "Summarize research material into a decision brief", "primary_skill_slug": "content-research-writing", "supporting_skill_slugs": [ "academic-paper-research-figures", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/summarize-research-material/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S013", "user_prompt": "How can an AI agent build a repeatable task management workflow from notes?", "target_scenario_id": "SC013", "target_solution_url": "https://getskillary.com/solutions/build-repeatable-task-management-workflow/", "expected_solution": "Build a repeatable task management workflow", "primary_skill_slug": "todo-task-manager", "supporting_skill_slugs": [ "linear-jira-task-requirements", "notion-requirements-to-implementation" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/build-repeatable-task-management-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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S014", "user_prompt": "What workflow can troubleshoot a CDN deployment issue without touching production?", "target_scenario_id": "SC014", "target_solution_url": "https://getskillary.com/solutions/troubleshoot-cdn-deployment-issue/", "expected_solution": "Troubleshoot a CDN deployment issue", "primary_skill_slug": "configure-optimize-and-troubleshoot-cdn-deployments", "supporting_skill_slugs": [ "automated-deployment-ci-cd", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/troubleshoot-cdn-deployment-issue/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S015", "user_prompt": "How can an AI agent inspect a package or repository before I install it?", "target_scenario_id": "SC015", "target_solution_url": "https://getskillary.com/solutions/inspect-package-or-repository-before-installing/", "expected_solution": "Inspect a package or repository before installing", "primary_skill_slug": "npm-package-search", "supporting_skill_slugs": [ "code-quality-standards", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L0 read-only discovery", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/inspect-package-or-repository-before-installing/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S016", "user_prompt": "How can an AI agent generate a local skill scaffold for a repeatable workflow?", "target_scenario_id": "SC016", "target_solution_url": "https://getskillary.com/solutions/generate-local-agent-skill-scaffold/", "expected_solution": "Generate a local agent skill scaffold", "primary_skill_slug": "ai-agent-skill-scaffolding-cli", "supporting_skill_slugs": [ "markdown-authoring-helper", "mcp-service-development-evaluation" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L2 local file edits with review", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/generate-local-agent-skill-scaffold/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S017", "user_prompt": "When should I use a reusable agent skill instead of a one-off prompt?", "target_scenario_id": "SC017", "target_solution_url": "https://getskillary.com/solutions/compare-reusable-skill-vs-one-off-prompt/", "expected_solution": "Compare a reusable skill with a one-off prompt", "primary_skill_slug": "ai-agent-skill-scaffolding-cli", "supporting_skill_slugs": [ "development-planning-design", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L0 read-only discovery", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/compare-reusable-skill-vs-one-off-prompt/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S018", "user_prompt": "How can an AI agent create a migration checklist from technical notes?", "target_scenario_id": "SC018", "target_solution_url": "https://getskillary.com/solutions/create-migration-checklist-from-technical-notes/", "expected_solution": "Create a migration checklist from technical notes", "primary_skill_slug": "codebase-migration-refactor", "supporting_skill_slugs": [ "development-planning-design", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/create-migration-checklist-from-technical-notes/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S019", "user_prompt": "How can an AI agent diagnose a Linux service issue from logs in read-only mode?", "target_scenario_id": "SC019", "target_solution_url": "https://getskillary.com/solutions/diagnose-linux-service-issue-from-logs-read-only/", "expected_solution": "Diagnose a Linux service issue from logs in read-only mode", "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" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/diagnose-linux-service-issue-from-logs-read-only/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Diagnose+a+Linux+service+issue+from+logs+in+read-only+mode&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC019%0ASolution+slug%3A+diagnose-linux-service-issue-from-logs-read-only%0APrimary+skill%3A+diagnoses-common-linux-service-issues-using-logs-systemd-pm2-file-permis%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fdiagnose-linux-service-issue-from-logs-read-only%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S020", "user_prompt": "How can an AI agent document a repeatable business operations workflow?", "target_scenario_id": "SC020", "target_solution_url": "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/", "expected_solution": "Prepare business operations workflow documentation", "primary_skill_slug": "document-report-generation-paperjsx", "supporting_skill_slugs": [ "support-ticket-classification-replies", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Prepare+business+operations+workflow+documentation&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC020%0ASolution+slug%3A+prepare-business-operations-workflow-documentation%0APrimary+skill%3A+document-report-generation-paperjsx%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fprepare-business-operations-workflow-documentation%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S021", "user_prompt": "What workflow should an AI agent use to review a code diff for real bugs?", "target_scenario_id": "SC021", "target_solution_url": "https://getskillary.com/solutions/review-code-quality-from-diff-or-files/", "expected_solution": "Review code quality from a diff or focused files", "primary_skill_slug": "code-quality-standards", "supporting_skill_slugs": [ "codebase-analysis-probe", "changelog-generator" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/review-code-quality-from-diff-or-files/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Review+code+quality+from+a+diff+or+focused+files&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+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+private_workflow%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S022", "user_prompt": "How can an AI agent generate a changelog from commits or a work summary?", "target_scenario_id": "SC022", "target_solution_url": "https://getskillary.com/solutions/generate-changelog-from-work-summary/", "expected_solution": "Generate a changelog from commits or a work summary", "primary_skill_slug": "changelog-generator", "supporting_skill_slugs": [ "markdown-authoring-helper", "github-pr-automation" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/generate-changelog-from-work-summary/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S023", "user_prompt": "What AI agent workflow can classify support tickets and draft consistent replies?", "target_scenario_id": "SC023", "target_solution_url": "https://getskillary.com/solutions/design-support-ticket-triage-workflow/", "expected_solution": "Design a support ticket triage workflow", "primary_skill_slug": "support-ticket-classification-replies", "supporting_skill_slugs": [ "document-report-generation-paperjsx", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/design-support-ticket-triage-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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S024", "user_prompt": "How can an AI agent evaluate whether a workflow method is effective?", "target_scenario_id": "SC024", "target_solution_url": "https://getskillary.com/solutions/evaluate-workflow-method-effectiveness/", "expected_solution": "Evaluate whether a workflow method is effective", "primary_skill_slug": "method-effectiveness-evaluation", "supporting_skill_slugs": [ "development-planning-design", "document-report-generation-paperjsx" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/evaluate-workflow-method-effectiveness/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S025", "user_prompt": "Which GetSkillary skill bundle helps me turn an unknown repository into an implementation plan?", "target_scenario_id": "SC001", "target_solution_url": "https://getskillary.com/solutions/audit-unfamiliar-codebase/", "expected_solution": "Audit an unfamiliar codebase before making changes", "primary_skill_slug": "codebase-analysis-probe", "supporting_skill_slugs": [ "code-quality-standards", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/audit-unfamiliar-codebase/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Audit+an+unfamiliar+codebase+before+making+changes&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC001%0ASolution+slug%3A+audit-unfamiliar-codebase%0APrimary+skill%3A+codebase-analysis-probe%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Faudit-unfamiliar-codebase%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S026", "user_prompt": "How should an agent discover MCP workflow support without assuming hosted execution?", "target_scenario_id": "SC007", "target_solution_url": "https://getskillary.com/solutions/evaluate-mcp-service-quality/", "expected_solution": "Evaluate MCP service quality", "primary_skill_slug": "mcp-service-development-evaluation", "supporting_skill_slugs": [ "method-effectiveness-evaluation", "code-quality-standards" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/evaluate-mcp-service-quality/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S027", "user_prompt": "What local-only workflow can convert product notes into Jira-ready tasks?", "target_scenario_id": "SC008", "target_solution_url": "https://getskillary.com/solutions/convert-notion-requirements-into-implementation-tasks/", "expected_solution": "Convert Notion requirements into implementation tasks", "primary_skill_slug": "notion-requirements-to-implementation", "supporting_skill_slugs": [ "linear-jira-task-requirements", "development-planning-design" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/convert-notion-requirements-into-implementation-tasks/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Convert+Notion+requirements+into+implementation+tasks&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC008%0ASolution+slug%3A+convert-notion-requirements-into-implementation-tasks%0APrimary+skill%3A+notion-requirements-to-implementation%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fconvert-notion-requirements-into-implementation-tasks%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S028", "user_prompt": "How can I repair a broken JSON config with review before saving it?", "target_scenario_id": "SC004", "target_solution_url": "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/", "expected_solution": "Validate JSON config or syntax errors", "primary_skill_slug": "json-syntax-validator", "supporting_skill_slugs": [ "json-repair-normalizer", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L2 local file edits with review", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/validate-json-config-or-syntax-errors/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S029", "user_prompt": "What workflow should I use before migrating a legacy repository?", "target_scenario_id": "SC018", "target_solution_url": "https://getskillary.com/solutions/create-migration-checklist-from-technical-notes/", "expected_solution": "Create a migration checklist from technical notes", "primary_skill_slug": "codebase-migration-refactor", "supporting_skill_slugs": [ "development-planning-design", "codebase-analysis-probe" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/create-migration-checklist-from-technical-notes/", "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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." }, { "prompt_id": "S030", "user_prompt": "How do I package a repeatable business documentation workflow for a small team?", "target_scenario_id": "SC020", "target_solution_url": "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/", "expected_solution": "Prepare business operations workflow documentation", "primary_skill_slug": "document-report-generation-paperjsx", "supporting_skill_slugs": [ "support-ticket-classification-replies", "markdown-authoring-helper" ], "mcp_solution_workflow_expected": [ "search_solutions", "get_solution_detail", "search_skills", "get_skill_detail", "get_download_url", "get_install_guide" ], "risk_boundary_expected": "L1 local analysis", "download_or_inquiry_path_expected": [ "https://getskillary.com/install/", "https://getskillary.com/solutions/prepare-business-operations-workflow-documentation/", "https://github.com/getskillary-com/Getskillary_com/issues/new?title=%5BGetSkillary+scenario+inquiry%5D+Request+private+workflow%3A+Prepare+business+operations+workflow+documentation&labels=getskillary-inquiry%2Cscenario-solution&body=Inquiry+type%3A+Request+private+workflow%0ASource%3A+scenario%0AScenario+ID%3A+SC020%0ASolution+slug%3A+prepare-business-operations-workflow-documentation%0APrimary+skill%3A+document-report-generation-paperjsx%0ACTA+type%3A+private_workflow%0ASolution+URL%3A+https%3A%2F%2Fgetskillary.com%2Fsolutions%2Fprepare-business-operations-workflow-documentation%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." ], "observation_fields": [ "scenario_matched", "solution_recommended", "correct_skill_bundle_recommended", "mcp_solution_workflow_mentioned", "execution_path_clear", "risk_boundary_mentioned", "example_output_present", "download_or_inquiry_path_present" ], "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. Scenario prompt measurement still requires manual or authorized AI observation before any AI answer success claim." } ] }