Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
codebase-index
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
codebase-index
Best first install candidate based on install readiness and adoption.
Freshest repo
codebase-index
Most recent maintenance signal among this shortlist.
| Signal | codebase-index 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. |
|---|---|
| Quality | 69/100 Promising |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 176 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 22, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
codebase-index
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
codebase-index
Best first install candidate based on install readiness and adoption.
Freshest repo
codebase-index
Most recent maintenance signal among this shortlist.
| Signal | codebase-index 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. |
|---|---|
| Quality | 69/100 Promising |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. |
| Adoption | 176 stars Verified outcomes are shown on each skill page |
| Freshness | Aug 22, 2026 |
| Use-case fit | |
| Workflow fit | |
| Platform hints | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet |
| Best for |
| Document processing workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add murphytrueman/design-system-ops --skill codebase-index |
| Document processing workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies |
| Install | $ npx skills add murphytrueman/design-system-ops --skill codebase-index |