{ "schema_version": "1.0.0", "generated_at": "2026-07-13T12:15:55.102Z", "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": [ "Use it when the requirements are incomplete but stable enough to organize, and a reviewer needs traceability before authorizing code changes." ], "when_not_to_use": [ "Do not use it as a substitute for missing product decisions, domain expertise, independent risk review, or authorization to implement and deploy." ] }, "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": "Extract goals, scope, constraints, dependencies, and open questions from the sanitized fixture. Organize the work into reviewable phases and tasks. Attach risks, confirmation points, acceptance criteria, and objective verification to the plan. Stop before implementation and identify the next separately authorized action.", "user_confirmation_points": [ "Confirm that the input is fictional and sanitized.", "Confirm planning-only scope and the required level of detail.", "Require new authorization before implementation, deployment, or production mutation." ], "expected_output": "Phased plan; task breakdown; validation checklist.", "verification_checklist": [ "Goals, scope, dependencies, risks, phases, confirmation points, acceptance checks, verification, and next steps are all present.", "Requirements remain traceable to plan items.", "Unknowns and out-of-scope items are explicit.", "No implementation claim is made." ], "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": "First-party operator dogfooding and product capability evidence only. The fixture was fictional and sanitized. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "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": "No URL or sitemap-count change; existing crawl support only, classified as SEO supporting diagnostics.", "index": "Existing canonical remains indexable with no new URL; index state is not GEO evidence.", "understand": "Adds a direct scenario answer, neutral selection logic, and bounded first-party evidence.", "retrieve": "Strengthens natural-language intent match and inspectable scenario facts; actual retrieval remains unproven until live observation.", "cite": "Adds attributable, bounded facts and source-role labels; actual citation evidence remains absent.", "click": "Keeps existing solution, skill, install, MCP, and inquiry routes; no click evidence is created.", "convert": "No conversion evidence or conversion-improvement claim." }, "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": "2026-07-13", "evidence_status": "bounded_first_party_operator_evidence_verified", "operator_tested": true, "verification_summary": "3/3 listed artifacts and 5/5 bounded evidence sources were present, and the local planning-structure verifier passed the defined checks.", "evidence_date": "2026-07-09", "evidence_counts": { "verified_artifacts": 3, "listed_artifacts": 3, "verified_sources": 5, "listed_sources": 5 }, "third_party_corroboration_status": "absent", "natural_user_demand": "not_proven", "independent_validation_of_getskillary": "none", "claim_boundary": "First-party operator dogfooding and product capability evidence only. The fixture was fictional and sanitized. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "direct_answer": { "problem": "Use this planning workflow when rough requirements need to become a reviewable implementation plan before coding starts.", "workflow": "The suitable workflow clarifies goals and scope, identifies dependencies and risks, divides work into phases, inserts confirmation points, and defines acceptance and verification checks.", "codex_and_mcp": "Codex can use GetSkillary MCP to match the request to the implementation-planning solution, inspect its three-skill bundle, and produce a manual local plan for the user to review. The MCP endpoint does not execute the implementation.", "when_to_use": "Use it when the requirements are incomplete but stable enough to organize, and a reviewer needs traceability before authorizing code changes.", "when_not_to_use": "Do not use it as a substitute for missing product decisions, domain expertise, independent risk review, or authorization to implement and deploy.", "next_step": "Review the generated goals, scope, dependencies, risks, phases, confirmation points, acceptance checks, and open questions; authorize implementation separately only after the plan passes that completeness check." }, "selection_criteria": [ { "option": "Use the coding agent's native capability", "use_when": "The task is small, the repository context is already clear, and a lightweight plan needs no reusable method or bundle.", "boundary": "The user remains responsible for supplying constraints and checking completeness." }, { "option": "Use one skill", "use_when": "The user already knows the missing planning method, such as phased task decomposition, and does not need scenario routing.", "boundary": "A single skill does not automatically provide the full solution, supporting methods, or MCP route." }, { "option": "Use the GetSkillary solution, bundle, and MCP workflow", "use_when": "The request starts in natural language and needs a repeatable route from requirements to a reviewable, bounded planning package.", "boundary": "Discovery and manual installation support only; no hosted execution or automatic implementation." }, { "option": "Use a human expert or independent reviewer", "use_when": "Requirements affect regulated, safety-critical, contractual, or high-cost decisions, or stakeholders cannot resolve scope and risk questions.", "boundary": "The workflow does not replace accountable product, architecture, legal, or security judgment." } ], "bounded_claims": [ { "claim_id": "PAS-001-C01", "text": "In an operator-run Codex UI test, the MCP workflow matched a sanitized planning request to the documented solution and skill bundle." }, { "claim_id": "PAS-001-C02", "text": "A local operator test converted fictional requirements into a phased plan covering goals, scope, dependencies, risks, confirmations, acceptance checks, verification, and next steps." }, { "claim_id": "PAS-001-C03", "text": "The listed local verifier passed the defined planning-structure checks, and SHA-256 hashes are included for reproducibility." } ], "reproducibility_summary": "With a fictional sanitized requirements fixture, repeat the MCP discovery path, produce the plan without implementation, and pass the structural completeness checklist and hash verification.", "reproducibility": { "safe_input": "Provide fictional, sanitized requirements and ask for a phased plan with goals, scope, dependencies, risks, confirmations, acceptance checks, verification, and next steps. Keep implementation out of scope.", "mcp_call_path": [ "search_solutions", "get_solution_detail", "recommend_solution_skills", "get_solution_install_plan" ], "codex_steps": [ "Extract goals, scope, constraints, dependencies, and open questions from the sanitized fixture.", "Organize the work into reviewable phases and tasks.", "Attach risks, confirmation points, acceptance criteria, and objective verification to the plan.", "Stop before implementation and identify the next separately authorized action." ], "confirmation_points": [ "Confirm that the input is fictional and sanitized.", "Confirm planning-only scope and the required level of detail.", "Require new authorization before implementation, deployment, or production mutation." ], "expected_outputs": [ "Phased implementation plan", "Task and dependency breakdown", "Risk and confirmation register", "Acceptance and verification checklist" ], "acceptance_checklist": [ "Goals, scope, dependencies, risks, phases, confirmation points, acceptance checks, verification, and next steps are all present.", "Requirements remain traceable to plan items.", "Unknowns and out-of-scope items are explicit.", "No implementation claim is made." ], "actions_not_run": [ "application edits", "implementation", "deployment", "production mutation", "customer data use" ], "cleanup_rollback_boundary": "No tracked source or production state is changed. Any separately authorized local fixture regeneration must stay inside the verified fixture/output scope and can be removed without affecting the application." }, "sources_and_boundaries": { "background_references": [ { "label": "OpenAI Codex product overview", "url": "https://openai.com/codex/", "diagnostic_origin": "Observed winning source for PAS-001 in the 24h source pool.", "verification_status": "available_read_only_2026-07-13", "method_relevance": "Background on Codex as a coding agent and skill-enabled workflow environment.", "usage_boundary": "General background only. OpenAI does not validate or endorse this GetSkillary workflow." } ], "getskillary_first_party_evidence": "Three bounded operator-run claims, 3/3 listed artifacts, and 5/5 bounded evidence sources.", "independent_validation_of_getskillary": "none", "source_reference_boundary": "Background sources explain the surrounding method or tool category. They are not third-party corroboration of GetSkillary." }, "target_urls": { "use_case_url": "https://getskillary.com/use-cases/pas-001-implementation-plan-from-requirements/", "solution_url": "https://getskillary.com/solutions/generate-implementation-plan-from-requirements/", "primary_skill_url": "https://getskillary.com/skills/development-planning-design/", "supporting_skill_urls": [ "https://getskillary.com/skills/create-a-detailed-phased-implementation-plan/", "https://getskillary.com/skills/linear-jira-task-requirements/" ], "mcp_workflow_url": "https://getskillary.com/learn/use-getskillary-mcp/", "mcp_endpoint": "https://mcp.getskillary.com/mcp" }, "p0_retrieve_evidence_repair": { "gate_status": "P0 Retrieve Evidence Repair Local Gate passed / awaiting separately authorized production deploy and live AI retest", "failure_stage": "retrieve", "readiness_stages": [ "understand", "retrieve", "cite" ], "actual_retrieval_evidence": "absent_after_72h_observation", "actual_citation_evidence": "absent_after_72h_observation", "actual_recommendation_evidence": "absent_after_72h_observation", "overclaim_boundary": "Local answer-asset readiness repair only; impact remains unproven until a separately authorized repeated live observation." } }, { "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": [ "Use it when a maintainer needs an evidence-backed codebase map and risk register before deciding what to change." ], "when_not_to_use": [ "Do not use it as a customer case study, a complete security audit, or permission to edit private or production code." ] }, "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": "Confirm that the repository is synthetic or explicitly authorized and that inspection is read-only. Read package metadata, documentation, entry points, routes, services, data sources, and dependencies. Trace data flow and tie architecture and risk statements to observable file evidence. Produce the map, key-file notes, risk register, and safe follow-up before requesting permission for edits.", "user_confirmation_points": [ "Confirm repository authorization and synthetic or sanitized status.", "Confirm read-only scope and allowed verification commands.", "Require new authorization before any source change, deployment, or production action." ], "expected_output": "Codebase map; risk notes; recommended implementation plan.", "verification_checklist": [ "Architecture, entry points, key files, dependencies, data flow, risks, and safe next steps are covered.", "Every architecture statement is tied to repository evidence.", "No source file is changed.", "The synthetic result is not presented as a customer case." ], "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": "First-party operator dogfooding and product capability evidence only. The repository was synthetic and is not a customer case. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "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": "No URL or sitemap-count change; existing crawl support only, classified as SEO supporting diagnostics.", "index": "Existing canonical remains indexable with no new URL; index state is not GEO evidence.", "understand": "Adds an analysis-first answer, neutral selection logic, and synthetic-repository evidence boundaries.", "retrieve": "Strengthens unfamiliar-codebase intent match and concrete architecture outputs; actual retrieval remains unproven until live observation.", "cite": "Adds attributable, bounded facts and source-role labels; actual citation evidence remains absent.", "click": "Keeps existing solution, skill, install, MCP, and inquiry routes; no click evidence is created.", "convert": "No conversion evidence or conversion-improvement claim." }, "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": "2026-07-13", "evidence_status": "bounded_first_party_operator_evidence_verified", "operator_tested": true, "verification_summary": "8/8 listed artifacts and 6/6 bounded evidence sources were present, and the synthetic-repository verifier passed the defined checks.", "evidence_date": "2026-07-09", "evidence_counts": { "verified_artifacts": 8, "listed_artifacts": 8, "verified_sources": 6, "listed_sources": 6 }, "third_party_corroboration_status": "absent", "natural_user_demand": "not_proven", "independent_validation_of_getskillary": "none", "claim_boundary": "First-party operator dogfooding and product capability evidence only. The repository was synthetic and is not a customer case. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "direct_answer": { "problem": "Use this analysis-first workflow to understand an inherited or unfamiliar codebase before proposing any change.", "workflow": "The suitable workflow maps architecture, entry points, key files, dependencies, data flow, risks, uncertainties, and a safe follow-up plan from repository evidence.", "codex_and_mcp": "Codex can use GetSkillary MCP to select the unfamiliar-codebase solution and its analysis bundle, then perform an authorized read-only inspection. The workflow separates understanding from later modification.", "when_to_use": "Use it when a maintainer needs an evidence-backed codebase map and risk register before deciding what to change.", "when_not_to_use": "Do not use it as a customer case study, a complete security audit, or permission to edit private or production code.", "next_step": "Review the architecture map, entry points, key files, dependencies, data flow, risks, assumptions, and safe follow-up; authorize any source change separately." }, "selection_criteria": [ { "option": "Use the coding agent's native capability", "use_when": "The repository is small, authorized, and already familiar enough that a one-off read-only explanation is sufficient.", "boundary": "The user must still define scope, permissions, and evidence expectations." }, { "option": "Use one skill", "use_when": "The exact need is narrow, such as a repository map or a quality checklist, and scenario routing is unnecessary.", "boundary": "A single skill may not cover architecture, dependency, data-flow, risk, and follow-up outputs together." }, { "option": "Use the GetSkillary solution, bundle, and MCP workflow", "use_when": "The request is expressed as an unfamiliar-codebase problem and needs a repeatable analysis-first route plus objective checks.", "boundary": "Read-only discovery and manual installation support only; no hosted execution or automatic source modification." }, { "option": "Use a human expert or independent security reviewer", "use_when": "The repository is safety-critical, regulated, high-value, incident-affected, or needs assurance beyond structural analysis.", "boundary": "The workflow does not provide independent security validation, completeness, or defect-free assurance." } ], "bounded_claims": [ { "claim_id": "PAS-002-C01", "text": "Operator-run evidence shows the MCP workflow matching a sanitized unfamiliar-codebase request to the documented solution and skill bundle." }, { "claim_id": "PAS-002-C02", "text": "A local operator test produced an architecture map, key-file notes, dependency and data-flow notes, risks, and safe follow-up steps from a synthetic repository." }, { "claim_id": "PAS-002-C03", "text": "The listed local verifier passed the defined synthetic-repository checks, and SHA-256 hashes are included for reproducibility." } ], "reproducibility_summary": "With an authorized synthetic repository, repeat the MCP discovery path, inspect the repository before changing it, and verify the architecture map and safe follow-up against file evidence.", "reproducibility": { "safe_input": "Provide an authorized synthetic repository and request an explanation of architecture, entry points, key files, dependencies, data flow, risks, and safe follow-up. Keep source modification out of scope.", "mcp_call_path": [ "search_solutions", "get_solution_detail", "recommend_solution_skills", "get_solution_install_plan" ], "codex_steps": [ "Confirm that the repository is synthetic or explicitly authorized and that inspection is read-only.", "Read package metadata, documentation, entry points, routes, services, data sources, and dependencies.", "Trace data flow and tie architecture and risk statements to observable file evidence.", "Produce the map, key-file notes, risk register, and safe follow-up before requesting permission for edits." ], "confirmation_points": [ "Confirm repository authorization and synthetic or sanitized status.", "Confirm read-only scope and allowed verification commands.", "Require new authorization before any source change, deployment, or production action." ], "expected_outputs": [ "Architecture map", "Entry-point and key-file notes", "Dependency and data-flow notes", "Risk register", "Safe follow-up plan" ], "acceptance_checklist": [ "Architecture, entry points, key files, dependencies, data flow, risks, and safe next steps are covered.", "Every architecture statement is tied to repository evidence.", "No source file is changed.", "The synthetic result is not presented as a customer case." ], "actions_not_run": [ "private repository disclosure", "source modification", "deployment", "production mutation", "customer-case publication" ], "cleanup_rollback_boundary": "The read-only run does not change tracked source or production state. Any separately authorized synthetic fixture regeneration must stay inside its verified fixture/output scope." }, "sources_and_boundaries": { "background_references": [ { "label": "Anthropic Claude Code: How Claude Code works", "url": "https://code.claude.com/docs/en/how-claude-code-works", "diagnostic_origin": "Observed winning source for PAS-002 in the 24h source pool.", "verification_status": "available_read_only_2026-07-13", "method_relevance": "Official background on gathering context, verifying results, permissions, and exploring before implementation.", "usage_boundary": "General coding-agent method background only. Anthropic does not validate or endorse this GetSkillary workflow." } ], "getskillary_first_party_evidence": "Three bounded operator-run claims, 8/8 listed artifacts, and 6/6 bounded evidence sources from a synthetic repository.", "independent_validation_of_getskillary": "none", "source_reference_boundary": "Background sources explain the surrounding method or tool category. They are not third-party corroboration of GetSkillary." }, "target_urls": { "use_case_url": "https://getskillary.com/use-cases/pas-002-audit-unfamiliar-codebase/", "solution_url": "https://getskillary.com/solutions/audit-unfamiliar-codebase/", "primary_skill_url": "https://getskillary.com/skills/codebase-analysis-probe/", "supporting_skill_urls": [ "https://getskillary.com/skills/code-quality-standards/", "https://getskillary.com/skills/markdown-authoring-helper/" ], "mcp_workflow_url": "https://getskillary.com/learn/use-getskillary-mcp/", "mcp_endpoint": "https://mcp.getskillary.com/mcp" }, "p0_retrieve_evidence_repair": { "gate_status": "P0 Retrieve Evidence Repair Local Gate passed / awaiting separately authorized production deploy and live AI retest", "failure_stage": "retrieve", "readiness_stages": [ "understand", "retrieve", "cite" ], "actual_retrieval_evidence": "absent_after_72h_observation", "actual_citation_evidence": "absent_after_72h_observation", "actual_recommendation_evidence": "absent_after_72h_observation", "overclaim_boundary": "Local answer-asset readiness repair only; impact remains unproven until a separately authorized repeated live observation." } }, { "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": [ "Use it before a manual install when package metadata and source are available for read-only inspection and the decision needs explicit unknowns and risk boundaries." ], "when_not_to_use": [ "Do not treat it as a vulnerability audit, penetration test, security certification, or guarantee that a package is safe." ] }, "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 that the snapshot is synthetic or authorized and keep the review read-only. Inspect structure, manifest metadata, lifecycle scripts, dependencies, permission or credential indicators, and maintenance notes. Record observable risks and unknowns without executing package code. Produce a static review, risk assessment, decision boundary, and nontechnical summary.", "user_confirmation_points": [ "Confirm snapshot authorization and the static no-execution boundary.", "Confirm that no credential or production authority is supplied.", "Require new authorization before download, install, package script execution, or network action." ], "expected_output": "Pre-install review; risk notes; install/no-install recommendation boundary.", "verification_checklist": [ "Manifest, scripts, dependencies, permission or credential needs, maintenance signals, risks, and unknowns are covered.", "No package script is executed.", "No npm install or global installation occurs.", "The output does not claim vulnerability-audit coverage, certification, or a no-risk guarantee." ], "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": "First-party operator dogfooding and product capability evidence only. The package snapshot was synthetic. This is not a vulnerability audit, penetration test, security certification, or no-risk guarantee. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "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": "No URL or sitemap-count change; existing crawl support only, classified as SEO supporting diagnostics.", "index": "Existing canonical remains indexable with no new URL; index state is not GEO evidence.", "understand": "Adds a static pre-install answer, neutral selection logic, and explicit no-execution boundaries.", "retrieve": "Strengthens package-review intent match and concrete inspection fields; actual retrieval remains unproven until live observation.", "cite": "Adds attributable, bounded facts and source-role labels; actual citation evidence remains absent.", "click": "Keeps existing solution, skill, install, MCP, and inquiry routes; no click evidence is created.", "convert": "No conversion evidence or conversion-improvement claim." }, "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": "2026-07-13", "evidence_status": "bounded_first_party_operator_evidence_verified", "operator_tested": true, "verification_summary": "13/13 listed artifacts and 5/5 bounded evidence sources were present, and the static pre-install review verifier passed the defined checks.", "evidence_date": "2026-07-10", "evidence_counts": { "verified_artifacts": 13, "listed_artifacts": 13, "verified_sources": 5, "listed_sources": 5 }, "third_party_corroboration_status": "absent", "natural_user_demand": "not_proven", "independent_validation_of_getskillary": "none", "claim_boundary": "First-party operator dogfooding and product capability evidence only. The package snapshot was synthetic. This is not a vulnerability audit, penetration test, security certification, or no-risk guarantee. Independent verification has not been completed, third-party corroboration is absent, and no evidence of natural user demand has been established. This does not establish SEO or GEO success, AI citation, AI recommendation, traffic, lead, revenue, or conversion improvement.", "direct_answer": { "problem": "Use this workflow to inspect a package or repository snapshot before installation without executing untrusted code.", "workflow": "The suitable workflow is a static, non-executing review of the manifest, lifecycle scripts, dependencies, permission or credential requirements, maintenance signals, risks, and unknowns.", "codex_and_mcp": "Codex can use GetSkillary MCP to select the pre-install review solution and its three-skill bundle, then produce a bounded proceed, hold, or escalate recommendation from the supplied snapshot. The MCP endpoint does not install the package.", "when_to_use": "Use it before a manual install when package metadata and source are available for read-only inspection and the decision needs explicit unknowns and risk boundaries.", "when_not_to_use": "Do not treat it as a vulnerability audit, penetration test, security certification, or guarantee that a package is safe.", "next_step": "Review the manifest, scripts, dependencies, permission or credential needs, maintenance signals, and unknowns; choose proceed, hold, or independent security review before any separately authorized install." }, "selection_criteria": [ { "option": "Use the coding agent's native capability", "use_when": "The package is simple, the reviewer can provide a complete snapshot, and a one-off static explanation is sufficient.", "boundary": "The user must define the no-execution boundary and verify that the agent does not run package code." }, { "option": "Use one skill", "use_when": "The exact need is narrow, such as package metadata discovery, and no combined quality or codebase review is needed.", "boundary": "One skill may not cover scripts, dependencies, permissions, maintenance, and decision boundaries together." }, { "option": "Use the GetSkillary solution, bundle, and MCP workflow", "use_when": "The request needs a repeatable static pre-install checklist, a matched bundle, and a bounded decision output.", "boundary": "Manual installation support only; no package script, npm install, global install, hosted execution, or automatic network action." }, { "option": "Use a human expert or independent security review", "use_when": "The package has privileged access, sensitive credentials, opaque binaries, material supply-chain risk, or high-impact deployment context.", "boundary": "Independent security assurance requires a separately scoped review and cannot be inferred from this static operator test." } ], "bounded_claims": [ { "claim_id": "SBPA-005-C01", "text": "In an operator-run test, the MCP workflow matched a sanitized pre-install review request to the documented solution and skill bundle." }, { "claim_id": "SBPA-005-C02", "text": "A local operator test produced a static pre-install review, risk assessment, decision boundary, and nontechnical summary from a synthetic fixture; no package install or package script execution occurred." }, { "claim_id": "SBPA-005-C03", "text": "The listed local verifier passed the defined fixture checks, and SHA-256 hashes are included for reproducibility." } ], "reproducibility_summary": "With a synthetic package snapshot, repeat the MCP discovery path, perform static inspection only, and verify that the review covers manifest, scripts, dependencies, permissions, maintenance signals, and unknowns without installation.", "reproducibility": { "safe_input": "Provide a synthetic package or repository snapshot for static pre-install review. Ask for manifest, script, dependency, permission or credential, maintenance, risk, and unknown checks. Prohibit installation and script execution.", "mcp_call_path": [ "search_solutions", "get_solution_detail", "recommend_solution_skills", "get_solution_install_plan" ], "codex_steps": [ "Confirm that the snapshot is synthetic or authorized and keep the review read-only.", "Inspect structure, manifest metadata, lifecycle scripts, dependencies, permission or credential indicators, and maintenance notes.", "Record observable risks and unknowns without executing package code.", "Produce a static review, risk assessment, decision boundary, and nontechnical summary." ], "confirmation_points": [ "Confirm snapshot authorization and the static no-execution boundary.", "Confirm that no credential or production authority is supplied.", "Require new authorization before download, install, package script execution, or network action." ], "expected_outputs": [ "Static pre-install review", "Risk and unknowns assessment", "Proceed, hold, or escalate boundary", "Nontechnical summary" ], "acceptance_checklist": [ "Manifest, scripts, dependencies, permission or credential needs, maintenance signals, risks, and unknowns are covered.", "No package script is executed.", "No npm install or global installation occurs.", "The output does not claim vulnerability-audit coverage, certification, or a no-risk guarantee." ], "actions_not_run": [ "package scripts", "npm install", "global installation", "untrusted code execution", "network calls", "credential use" ], "cleanup_rollback_boundary": "The static review does not install or mutate package state. Any separately authorized synthetic fixture regeneration must stay inside its verified fixture/output scope." }, "sources_and_boundaries": { "background_references": [ { "label": "Equinor AppSec package security-screening guideline", "url": "https://equinor.github.io/appsec/toolbox/guidelines/security-screening-os-packages", "diagnostic_origin": "Observed winning source for SBPA-005 in the 24h source pool.", "verification_status": "unavailable_during_2026-07-13_read_only_check", "method_relevance": "No content fact is projected from this URL because the gate's read-only fetch was unavailable.", "usage_boundary": "Observed source evidence only. It does not validate or endorse this GetSkillary workflow." }, { "label": "npm documentation: Scripts", "url": "https://docs.npmjs.com/cli/v11/using-npm/scripts/", "diagnostic_origin": "Official primary documentation added to ground the lifecycle-script terminology used by the static review.", "verification_status": "available_read_only_2026-07-13", "method_relevance": "Official reference for package lifecycle scripts and their execution context.", "usage_boundary": "General package-manager background only. npm does not validate or endorse this GetSkillary workflow." } ], "getskillary_first_party_evidence": "Three bounded operator-run claims, 13/13 listed artifacts, and 5/5 bounded evidence sources from a synthetic package fixture.", "independent_validation_of_getskillary": "none", "source_reference_boundary": "Background sources explain the surrounding method or tool category. They are not third-party corroboration of GetSkillary." }, "target_urls": { "use_case_url": "https://getskillary.com/use-cases/sbpa-005-package-repository-preinstall-review/", "solution_url": "https://getskillary.com/solutions/inspect-package-or-repository-before-installing/", "primary_skill_url": "https://getskillary.com/skills/npm-package-search/", "supporting_skill_urls": [ "https://getskillary.com/skills/code-quality-standards/", "https://getskillary.com/skills/codebase-analysis-probe/" ], "mcp_workflow_url": "https://getskillary.com/learn/use-getskillary-mcp/", "mcp_endpoint": "https://mcp.getskillary.com/mcp" }, "p0_retrieve_evidence_repair": { "gate_status": "P0 Retrieve Evidence Repair Local Gate passed / awaiting separately authorized production deploy and live AI retest", "failure_stage": "retrieve", "readiness_stages": [ "understand", "retrieve", "cite" ], "actual_retrieval_evidence": "absent_after_72h_observation", "actual_citation_evidence": "absent_after_72h_observation", "actual_recommendation_evidence": "absent_after_72h_observation", "overclaim_boundary": "Local answer-asset readiness repair only; impact remains unproven until a separately authorized repeated live observation." } }, { "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" } ] }