{"slug":"murphytrueman-codebase-index","name":"codebase-index","description":"Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those.","long_description":"---\nname: codebase-index\ndescription: \"Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those.\"\nreferences:\n  - ../../knowledge-notes/ai-readiness.md\n  - ../../knowledge-notes/component-governance.md\n---\n\n# Codebase index\n\nA skill for generating a pre-computed, machine-readable index of a design system's codebase. The index contains three pieces: a component inventory, a relationship graph, and summary statistics. Together they form a queryable map that eliminates the need for AI agents or developers to explore the codebase from scratch every time they need to understand the system.\n\n## Context\n\nWhen an AI agent needs to work with a design system codebase, it has two options: explore or navigate. Exploration means scanning directories, grepping for imports, reading files one by one. Navigation means loading a pre-computed index and reasoning over cached data.\n\nThe difference matters. Exploration is slow, incomplete, and non-deterministic. An agent scanning `src/components` might miss components in `src/layouts`, `src/pages`, or utility directories that don't follow naming conventions. It might report a deeply-nested component as \"unused\" because it can't trace the dependency chain. It might recreate an existing component because it didn't find it.\n\nA pre-computed index front-loads this cost. The agent loads the index once — typically a few thousand tokens — and gets a complete picture of what exists, where things live, and how they relate. Follow-up questions become cheap because the agent reasons over cached data instead of triggering new file reads.\n\nThis skill generates that index. Run it after adding or removing components, and commit the output alongside the code.\n\n---\n\n## Configuration\n\nBefore producing output, check for a `.ds-ops-config.yml` file in the project root. If present, load:\n- `system.framework` — pre-selects framework detection (React, Vue, Svelte, Astro, Angular, etc.)\n- `system.component_paths` — overrides default component directory scanning\n- `system.category_model` — atomic design, functional, or custom categorisation\n- `integrations.*` — enables auto-pull for component data\n- `recurring.*` — enables comparison with previous index\n\n## Auto-pull integrations\n\nIf integrations are configured in `.ds-ops-config.yml`, pull data automatically:\n\n**Figma MCP** (`integrations.figma.enabled: true`):\n- Read the published library from `integrations.figma.file_key`\n- Cross-reference the Figma component inventory against the code inventory to detect components that exist in design but not in code (or vice versa)\n- Pull description status per component to populate the metadata coverage field\n\n**Storybook** (`integrations.storybook.enabled: true`):\n- Fetch the story index from `integrations.storybook.url/index.json`\n- Extract component list and documentation status\n- Use as a secondary source for component discovery\n\n**GitHub** (`integrations.github.enabled: true`):\n- Use `gh api search/code` to count import references across consuming repositories\n- Pull PR activity for recency signals\n\nIf an integration fails, log it and proceed with manual scanning.\n\n---\n\n## Step 1: Detect the framework and structure\n\nScan the project root to determine:\n- **Framework**: React (JSX/TSX), Vue (SFC), Svelte, Astro, Angular, Web Components, or mixed\n- **Component directories**: Where components live — scan common locations: `src/components/`, `src/lib/`, `components/`, `packages/`, and any paths in `tsconfig.json` or framework config\n- **Category model**: How components are organised — atomic design (`atoms/`, `molecules/`, `organisms/`), functional (`forms/`, `navigation/`, `feedback/`), flat, or monorepo packages\n- **Styling approach**: CSS modules, CSS-in-JS, Tailwind, SCSS, or design tokens — this determines how to trace token dependencies\n\nAsk for or confirm (skip questions already answered by config or detection):\n- The component source root if auto-detection finds multiple candidates\n- Whether there are components in non-standard locations (e.g., a shared `utils/` directory with reusable UI primitives)\n- Whether to include internal/private components in the index (underscore-prefixed, `internal/` directories, components not re-exported from barrel files)\n\n**Framework detection rules:**\n\n| Signal | Framework |\n|---|---|\n| `.jsx` / `.tsx` files with JSX returns | React |\n| `.vue` files with `<template>` blocks | Vue |\n| `.svelte` files | Svelte |\n| `.astro` files | Astro |\n| `.component.ts` with `@Component` decorator | Angular |\n| `customElements.define()` | Web Components |\n| Mixed signals | Ask the user |\n\n## Step 2: Scan and build the component inventory\n\nFor every component file found, extract:\n\n- **Name**: The component's exported name\n- **Path**: Relative path from project root\n- **Category**: Based on the category model (atom, molecule, organism, etc.) or functional category (navigation, form, feedback, layout, data display)\n- **Metadata status**: Whether the component has structured metadata (a `.metadata.ts`, `.metadata.json`, description in Storybook, JSDoc/TSDoc block, or Figma description)\n- **Export type**: Default export, named export, or re-exported through a barrel file\n\n**What counts as a component:**\n- Files that export a renderable element (JSX, template, render function)\n- Files explicitly registered in a component index, barrel file, or Storybook config\n- Exclude: pure utility functions, hooks/composables (unless they return JSX), type definitions, test files, story files\n\n**Category assignment:**\n- If the directory structure encodes categories (atomic design folders, functional folders), use directory position\n- If the structure is flat, infer from component characteristics: components with no child components are atoms/primitives, components that compose other system components are compounds, components with significant built-in logic or product-specific context are features\n- If uncertain, assign `uncategorised` and flag for manual review\n\n### Inventory format\n\nProduce the inventory in YAML for readability and token efficiency:\n\n```yaml\ncomponents:\n  Button:\n    path: src/components/atoms/Button/Button.tsx\n    category: atoms\n    metadata: true\n  Card:\n    path: src/components/molecules/Card/Card.tsx\n    category: molecules\n    metadata: true\n  DataTable:\n    path: src/components/organisms/DataTable/DataTable.tsx\n    category: organisms\n    metadata: false\n```\n\n## Step 3: Build the relationship graph\n\nFor every component in the inventory, trace two relationships:\n\n- **uses**: Which other system components does this component import and render?\n- **usedBy**: Which other system components import and render this component?\n\n**How to trace relationships:**\n1. Parse import statements in each component file\n2. Filter to imports that reference other components in the inventory (ignore external package imports, utility imports, type imports)\n3. For each import, verify it's actually rendered in the template/JSX (an unused import is not a relationship)\n4. Record the relationship bidirectionally — if Card imports Button, then Card `uses` Button and Button `usedBy` Card\n\n**Deep tracing rules:**\n- Follow dependency chains to their leaves. If a page imports a layout, and the layout imports a nav, and the nav imports a link and an icon — the full chain matters for understanding which atoms actually appear on that page.\n- Components with `uses: []` (empty) are leaf nodes — they have no internal dependencies on other system components. These are the terminal nodes in the graph.\n- Components with `usedBy: []` (empty) are root nodes — nothing else in the system depends on them. If they're also not used directly in pages, they're orphan candidates.\n\n**Instance counting:**\nImport count and instance count are different metrics. A page might import Button once but render it five times. Instance counting requires parsing templates, not just import statements.\n- Count `<ComponentName` tags in templates/JSX for instance counts\n- Detect slot/children components: if Button contains a `<slot />` and someone writes `<Button><Icon /></Button>`, the Icon instance belongs to the parent scope, not to Button's internals. Don't recurse into slot content for instance counting.\n\n### Relationship graph format\n\n```yaml\nrelationships:\n  Card:\n    uses: [Text, Button, Icon]\n    usedBy: [ProductCard, UserProfile]\n  Button:\n    uses: [Icon]\n    usedBy: [Card, Form, Nav, Modal, Dialog, Header]\n  Icon:\n    uses: []\n    usedBy: [Button, Card, Nav, MenuItem, Alert]\n  Tooltip:\n    uses: []\n    usedBy: [CopyButton]\n  CopyButton:\n    uses: [Tooltip]\n    usedBy: [CodeBlock]\n```\n\nThis format makes dependency chains explicit. An agent reading this graph knows immediately that Tooltip is actively used (by CopyButton, which is used by CodeBlock) even though no page imports Tooltip directly.\n\n## Step 4: Generate summary statistics\n\nCompute aggregate metrics that give an at-a-glance picture of system health:\n\n```yaml\nsummary:\n  totalComponents: 55\n  componentsWithMetadata: 54\n  relationshipsMapped: 302\n  categories:\n    atoms: 18\n    molecules: 15\n    organisms: 12\n    templates: 4\n    pages: 6\n  orphanedComponents: 2\n  mostDependedOn:\n    - name: Icon\n      fanIn: 14\n    - name: Button\n      fanIn: 11\n    - name: Text\n      fanIn: 9\n  highestFanOut:\n    - name: Header\n      fanOut: 8\n    - name: ProductCard\n      fanOut: 6\n  metadataCoverage: 98%\n  averageInstancesPerComponent: 9.6\n```\n\n**Key metrics to compute:**\n- **totalComponents**: Count of all components in the inventory\n- **componentsWithMetadata**: Count of components with structured metadata files or descriptions\n- **relationshipsMapped**: Total number of relationship edges in the graph (sum of all `uses` arrays)\n- **categories**: Breakdown by category model\n- **orphanedComponents**: Components with both `uses: []` and `usedBy: []` — these are standalone and may be unused\n- **mostDependedOn**: Top components by fan-in count (usedBy length). These are foundation components — changes propagate widely\n- **highestFanOut**: Top components by fan-out count (uses length). These are integration points — fragile to upstream changes\n- **metadataCoverage**: Percentage of components with structured metadata\n- **averageInstancesPerComponent**: Total instances across all pages divided by total components (if instance counting was performed)\n\n## Step 5: Produce the index output\n\nGenerate three output files to be committed alongside the codebase:\n\n### File 1: `component-inventory.yml`\nThe full component inventory from Step 2.\n\n### File 2: `component-relationships.yml`\nThe full relationship graph from Step 3 plus the summary statistics from Step 4.\n\n### File 3: `query-protocols.md`\nA markdown file with instructions for how to use the index. This file teaches AI agents (or developers) how to read the map:\n\n```markdown\n# Query protocols\n\nWhen answering questions about the design system codebase:\n\n1. Check the index first. Before reading any source file, check whether the\n   answer exists in component-inventory.yml or component-relationships.yml.\n\n2. Never re-read relationship files. If the relationship graph has already\n   been loaded in this session, reason over the cached data.\n\n3. Follow-up questions should be cheap. After the initial index load,\n   subsequent questions should require zero or minimal file reads.\n\n## Common","tagline":"Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a h","category":"security","tags":["agent-skill"],"author":"murphytrueman","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github candidate review","sourceDetail":"murphytrueman/design-system-ops","creatorName":"murphytrueman","creatorUrl":"https://github.com/murphytrueman","sourceUrl":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/murphytrueman-codebase-index#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":176,"forks":7,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":39.29},"quality":{"score":69,"tier":"promising","label":"Promising","summary":"Useful candidate, but compare it with alternatives before adopting.","signals":[{"label":"GitHub stars","value":"176","tone":"neutral"},{"label":"Freshness","value":"15d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"176 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":51,"weight":0.08,"status":"warn","detail":"176 stars, 7 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"15d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":46,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add murphytrueman/design-system-ops --skill codebase-index"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":22,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"176 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"176 stars, 7 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"15d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add murphytrueman/design-system-ops --skill codebase-index"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"176 GitHub stars","repoActivity":"176 stars, 7 forks","lastPushed":"15d since push","license":"MIT","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","15d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Compare alternatives before installing."},"outcome_loop":{"version":"openagentskill-agent-outcome-v4","required_after_install":true,"endpoint":"/api/agent/outcome","method":"POST","event_id_source":"feedback.event_id, install_receipt.resolve_event_id, or decision_packet.outcome_feedback.event_id","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"required_fields":["event_id","skill_slug","task"],"quality_fields":["task_success","output_quality","error_type","human_review_required","used_in_production","workspace","evidence_url","time_to_useful_ms","source_version"],"ranking_inputs_updated":["Trust Score v5 outcome confidence","Agent Proven Score","Resolve ranking task-fit evidence","Skill detail machine-readable metadata","Outcome leaderboard"]},"agent_contract":{"suited_tasks":["security","agent-skill"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"install_command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","trust_score":63,"trust_version":"trust-score-v5","risk_level":"medium","do_not_use_when":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"before_install":["Read the audit page and machine-readable metadata.","Confirm the install command, license, and permission surface fit the workspace.","Get explicit human approval or choose an alternative before installing."],"after_run":["Report the outcome to /api/agent/outcome using the resolve event id.","Include output_quality, workspace, human_review_required, and evidence_url when available.","Re-resolve before broad production rollout."]},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v5":{"version":"trust-score-v5","score":63,"base_score":71,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.","recommendedAction":"Run only in a sandbox and compare close alternatives before using it for real work.","decision":{"install_policy":"human_review_before_install","auto_install_allowed":false,"human_review_required":true,"sandbox_first":true,"agent_action":"Compare alternatives before installing.","reasoning":["63/100 Trust Score v5","71/100 Trust Score v4 baseline","Needs more real agent outcomes before unattended install","Install path is available","Review before production"],"review_required_when":["The workspace contains production secrets, payments, private customer data, or irreversible actions.","The install command requests shell, network, credential, database, or broad filesystem access.","Outcome evidence is missing, recently failed, or required human review.","Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace"]},"dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"176 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":51,"weight":0.08,"status":"warn","detail":"176 stars, 7 forks; 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issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"15d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add murphytrueman/design-system-ops --skill codebase-index"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern","Outcome loop is ready but needs first real agent run"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution","No real agent outcome reports yet","Human review required before unattended installation"],"evidence":{"stars":"176 GitHub stars","repoActivity":"176 stars, 7 forks","lastPushed":"15d since push","license":"MIT","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet","agentProvenScore":0,"outcomeConfidence":"0%","installPolicy":"human_review_before_install"},"installReadiness":{"ready":true,"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","15d since push","Financial domain: human review is required before use in a live investment workflow.","Trust Score v5 requires review or sandbox-only use before install."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; 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require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"backward_compatible":{"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection."}}},"trust_score_v4":{"version":"trust-score-v4","score":71,"tier":"review","label":"Manual review","summary":"Potentially useful, but at least one trust signal needs human inspection.","recommendedAction":"Inspect the repository, license, and recent activity before connecting it to agent workflows.","dimensions":[{"id":"github_adoption","label":"GitHub adoption","score":62,"weight":0.13,"status":"info","detail":"176 GitHub stars"},{"id":"repo_activity","label":"Stars/forks activity","score":51,"weight":0.08,"status":"warn","detail":"176 stars, 7 forks; issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"15d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":76,"weight":0.14,"status":"info","detail":"Public metadata needs stronger README/SKILL.md context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":46,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add murphytrueman/design-system-ops --skill codebase-index"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":22,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"176 GitHub stars"},{"status":"warn","label":"Stars/forks activity","detail":"176 stars, 7 forks; issue activity unavailable in current metadata"},{"status":"pass","label":"Recent maintenance","detail":"15d since push"},{"status":"pass","label":"License clarity","detail":"MIT"},{"status":"info","label":"README/SKILL.md completeness","detail":"Public metadata needs stronger README/SKILL.md context"},{"status":"warn","label":"Dependency/runtime risk","detail":"command execution surface, credential or environment access"},{"status":"pass","label":"Install availability","detail":"npx skills add murphytrueman/design-system-ops --skill codebase-index"},{"status":"pass","label":"Install command safety","detail":"standard package or runtime install path"},{"status":"fail","label":"Permission surface","detail":"secrets or environment access, shell or command execution"},{"status":"pass","label":"Repository evidence","detail":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index"},{"status":"pass","label":"Review status","detail":"AI review data available"},{"status":"info","label":"Agent Proven outcomes","detail":"No agent outcome data yet"},{"status":"warn","label":"Ownership","detail":"No approved owner claim yet"},{"status":"info","label":"OpenAgentSkill usage","detail":"No local usage activity yet"},{"status":"info","label":"Agent outcomes","detail":"No agent outcome data yet"}],"strengths":["AI review approved","Install path is available","Repository evidence is available","Recently maintained repository","Install command has no obvious high-risk pattern"],"warnings":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"],"evidence":{"stars":"176 GitHub stars","repoActivity":"176 stars, 7 forks","lastPushed":"15d since push","license":"MIT","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"installReadiness":{"ready":true,"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","policy":"human_review_before_install","label":"Human review before install","notes":["Install path is available","Repository evidence is available","License is declared","No Agent Proven outcome evidence yet","15d since push","Financial domain: human review is required before use in a live investment workflow."]},"agentCompatibility":["Codex","Claude Code","Cursor","OpenAgentSkill CLI"],"riskSummary":{"level":"medium","label":"Review before production","notes":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"outcomeEvidence":{"total":0,"successes":0,"failures":0,"notRelevant":0,"successRate":null,"installAttempts":0,"riskBlocked":0,"setupRequired":0,"installSuccessRate":null,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"recentSuccessRate":null,"recentFailureRate":null,"uniqueAgents":0,"agentProvenScore":0,"agentProvenLabel":"Needs first agent run","lastOutcomeAt":null,"label":"No agent outcome data yet"},"autoInstall":{"allowed":false,"sandboxRequired":true,"policy":"human_review_before_install","reason":"Human review or sandbox validation is required before automatic installation."},"bestFor":["security","agent-skill"],"doNotUseFor":["Production credentials, payments, or irreversible account changes without explicit human review","Sensitive private data before reviewing repository code, license, and permission surface","Automatic installation in a production workspace","Autonomous investment, trading, tax, or suitability decisions without a qualified human review"],"knownRisks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"outcome_stats":null,"safety":{"score":30,"level":"avoid_auto_install","label":"Avoid automatic install","safety_tier":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","summary":"This skill should not be selected by an agent without explicit human security review.","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","auto_install_policy":"block","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"auto_install_allowed":false,"human_review_required":true,"blocked":true,"audit_risk":"needs_review","permission_hints":[{"id":"shell","label":"Shell or command execution","reason":"Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.","severity":"high"},{"id":"browser","label":"Browser automation","reason":"Skill may drive a browser or interact with web pages.","severity":"medium"},{"id":"network","label":"Network access","reason":"Skill likely fetches remote pages, APIs, repositories, or external services.","severity":"medium"},{"id":"filesystem","label":"Filesystem access","reason":"Skill may read or write project files, documents, generated artifacts, or local workspace state.","severity":"medium"},{"id":"secrets","label":"Secrets or environment access","reason":"Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.","severity":"high"},{"id":"database","label":"Database access","reason":"Skill may inspect schemas, query databases, or work with persistent stores.","severity":"medium"}],"policy_warnings":["High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review"],"constraints_applied":{"max_risk":"medium","needs_install_command":true,"min_stars":0}},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","badge":"BLOCKED","auto_install_policy":"block","auto_install_allowed":false,"blocked":true,"human_review_required":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","reasons":["Metadata combines secrets access with shell or command execution","High-risk permission hints: Shell or command execution, Secrets or environment access"]},"eval":{"version":"openagentskill-skill-eval-v1","status":"failed","score":66,"risk_level":"high","decision":{"recommendation":"do_not_auto_install","reason":"Agent safety gate: This skill should not be selected by an agent without explicit human security review.","auto_install_allowed":false,"policy":"block","human_review_required":true},"blockers":["Agent safety gate: This skill should not be selected by an agent without explicit human security review.","Permission surface: secrets or environment access, shell or command execution"],"warnings":["Trust score: Potentially useful, but at least one trust signal needs human inspection.","Audit score: Needs review","README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"],"validation_plan":["Inspect repository, README/SKILL.md, license, and recent commits before production use.","Install in an isolated workspace or sandbox with no production secrets available.","Run the smallest representative task and record files touched, commands run, network access, and outputs.","Compare the selected skill against at least one alternative when the eval status is review or failed.","Promote only after the agent reports a successful verification result and unresolved warnings are accepted."],"checks":[{"id":"task_fit","label":"Task fit","status":"pass","score":94,"required_for_auto_install":true,"detail":"Task wording matches this skill metadata.","evidence":["Evaluate codebase-index before installing it in an agent workflow","security","Document processing workflows; Claude Code teams; builders willing to evaluate younger projects"]},{"id":"install_path","label":"Install path","status":"pass","score":92,"required_for_auto_install":true,"detail":"Install handoff is available.","evidence":["npx skills add murphytrueman/design-system-ops --skill codebase-index"]},{"id":"install_safety","label":"Install command safety","status":"pass","score":92,"required_for_auto_install":true,"detail":"standard package or runtime install path","evidence":["npx skills add murphytrueman/design-system-ops --skill codebase-index"]},{"id":"trust_score","label":"Trust score","status":"warn","score":71,"required_for_auto_install":true,"detail":"Potentially useful, but at least one trust signal needs human inspection.","evidence":["Manual review","176 GitHub stars","MIT"]},{"id":"audit_score","label":"Audit score","status":"warn","score":78,"required_for_auto_install":true,"detail":"Needs review","evidence":["Dependency or permission surface needs review"]},{"id":"agent_safety_gate","label":"Agent safety gate","status":"fail","score":30,"required_for_auto_install":true,"detail":"This skill should not be selected by an agent without explicit human security review.","evidence":["Do not auto-install. Inspect the source, dependencies, and permission surface first.","Metadata combines secrets access with shell or command execution"]},{"id":"readme_skillmd_completeness","label":"README/SKILL.md completeness","status":"warn","score":76,"required_for_auto_install":false,"detail":"Public metadata needs stronger README/SKILL.md context","evidence":["Usable metadata, review docs"]},{"id":"license_clarity","label":"License clarity","status":"pass","score":86,"required_for_auto_install":true,"detail":"MIT","evidence":["MIT"]},{"id":"recent_maintenance","label":"Recent maintenance","status":"pass","score":100,"required_for_auto_install":false,"detail":"15d since push","evidence":["15d since push"]},{"id":"permission_surface","label":"Permission surface","status":"fail","score":22,"required_for_auto_install":true,"detail":"secrets or environment access, shell or command execution","evidence":["Shell or command execution: high","Browser automation: medium","Network access: medium"]},{"id":"alternatives","label":"Alternatives available","status":"info","score":55,"required_for_auto_install":false,"detail":"No close alternatives were found in the current shortlist.","evidence":[]}],"endpoints":{"web":"https://www.openagentskill.com/skills/murphytrueman-codebase-index/evals","api":"/api/agent/evals?slug=murphytrueman-codebase-index","text":"/api/agent/evals?slug=murphytrueman-codebase-index&format=text"}},"agent_readable_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"murphytrueman-codebase-index","name":"codebase-index","description":"Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those.","category":"security","url":"https://www.openagentskill.com/skills/murphytrueman-codebase-index","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","github_repo":"murphytrueman/design-system-ops"},"suited_tasks":["Document processing workflows","Claude Code teams","builders willing to evaluate younger projects","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add murphytrueman-codebase-index"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"codebase-index\" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"codebase-index\" as a Claude Code skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"codebase-index\" from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/murphytrueman-codebase-index/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/murphytrueman-codebase-index"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"176 GitHub stars","repoActivity":"176 stars, 7 forks","lastPushed":"15d since push","license":"MIT","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"15d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use codebase-index in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 78/100 Needs review","Safety: 30/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"murphytrueman-codebase-index (codebase-index)","install_command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"murphytrueman-codebase-index","task":"Use codebase-index in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/murphytrueman-codebase-index","api":"https://www.openagentskill.com/api/agent/skills/murphytrueman-codebase-index","audit":"https://www.openagentskill.com/skills/murphytrueman-codebase-index/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=murphytrueman-codebase-index&task=Use%20codebase-index%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20codebase-index%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20codebase-index%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/murphytrueman-codebase-index/install","manifest":"https://www.openagentskill.com/api/registry/manifest/murphytrueman-codebase-index"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"murphytrueman-codebase-index","name":"codebase-index","description":"Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those.","category":"security","url":"https://www.openagentskill.com/skills/murphytrueman-codebase-index","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","github_repo":"murphytrueman/design-system-ops"},"suited_tasks":["Document processing workflows","Claude Code teams","builders willing to evaluate younger projects","Read uploaded files","Extract structured fields","Prepare clean context for downstream agents","Inspect source files","Explain architecture"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","CLI"],"install":{"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add murphytrueman-codebase-index"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"codebase-index\" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"codebase-index\" as a Claude Code skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"codebase-index\" from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/murphytrueman-codebase-index/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/murphytrueman-codebase-index"},"trust":{"score":71,"label":"Manual review","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"176 GitHub stars","repoActivity":"176 stars, 7 forks","lastPushed":"15d since push","license":"MIT","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Usable metadata, review docs","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["security","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":78,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":69,"label":"Promising"},"supply":{"track":"Research and knowledge work","scenario":"Document processing","maintenance":"15d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use codebase-index in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 71/100 Manual review","Audit: 78/100 Needs review","Safety: 30/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"murphytrueman-codebase-index (codebase-index)","install_command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"murphytrueman-codebase-index","task":"Use codebase-index in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/murphytrueman-codebase-index","api":"https://www.openagentskill.com/api/agent/skills/murphytrueman-codebase-index","audit":"https://www.openagentskill.com/skills/murphytrueman-codebase-index/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=murphytrueman-codebase-index&task=Use%20codebase-index%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20codebase-index%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20codebase-index%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/murphytrueman-codebase-index/install","manifest":"https://www.openagentskill.com/api/registry/manifest/murphytrueman-codebase-index"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Document processing","description":"I need my agent to read PDFs, extract tables, and turn documents into structured data.","useCases":[{"slug":"document-processing","title":"Document processing"},{"slug":"coding-agents","title":"Coding agents"},{"slug":"rag-knowledge","title":"RAG and knowledge"}]},"applicableAgents":["Claude Code","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add murphytrueman/design-system-ops --skill codebase-index","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":176,"starsLabel":"176","forks":7,"license":"MIT","qualityScore":69,"trustScore":71,"auditScore":78},"maintenance":{"status":"fresh","label":"15d since push","daysSincePush":15,"lastPushedAt":"2026-08-22T10:55:41+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"coverageTags":["Research","Document processing","security","agent-skill"]},"audit":{"audit_score":78,"risk_level":"needs_review","risk_label":"Needs review","quality_score":69,"trust_score":71,"maintenance_score":100,"security_score":76,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Stars/forks activity: 176 stars, 7 forks; issue activity unavailable in current metadata","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":15.74,"usage_score":0,"review_score":5.55,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code"],"use_cases":[{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"coding-agents","title":"Coding agents","url":"https://www.openagentskill.com/use-cases/coding-agents"},{"slug":"rag-knowledge","title":"RAG and knowledge","url":"https://www.openagentskill.com/use-cases/rag-knowledge"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"}],"stacks":[{"slug":"frontend-product-ui","title":"Frontend and UI","url":"https://www.openagentskill.com/collections/frontend-product-ui"},{"slug":"coding-review-agent","title":"Coding review agent","url":"https://www.openagentskill.com/collections/coding-review-agent"},{"slug":"rag-knowledge-base","title":"RAG knowledge base","url":"https://www.openagentskill.com/collections/rag-knowledge-base"}],"install":"npx skills add murphytrueman/design-system-ops --skill codebase-index","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add murphytrueman-codebase-index","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"codebase-index\" agent skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"codebase-index\" as a Claude Code skill from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"codebase-index\" from https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: Generate a pre-computed component index from a design system codebase — YAML infrastructure files containing a component inventory, relationship graph, and summary statistics that AI agents and MCP servers consume. This produces machine-readable index files in .ai/index/, NOT a health report or quality assessment. Trigger when someone says: index my codebase, build a relationship graph, create a component map, codebase index, what depends on what, dependency graph, map component relationships, or anything about producing queryable infrastructure files for AI agents or developer tooling. Do NOT trigger for component health assessments, quality scores, or audit reports — use component-audit for those. After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"murphytrueman-codebase-index\",\"task\":\"Install codebase-index\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","github_repo":"murphytrueman/design-system-ops","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/murphytrueman-codebase-index","repository":"https://github.com/murphytrueman/design-system-ops/tree/main/skills/codebase-index","api":"/api/agent/skills/murphytrueman-codebase-index","install_api":"/api/skills/murphytrueman-codebase-index/install"},"meta":{"created_at":"2026-09-06T09:10:51.90163+00:00","updated_at":"2026-09-06T09:10:52.168428+00:00","agent_friendly":true}}