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Get Started Free →Programmatic discovery of agent SKILL.md files under configured public repo roots (infrastructure, scripts, projects/templates, resource-pool templates, docs/prompts, .agents/skills, and .cursor/skills). Use when enumerating skills, validating .cursor/skill_manifest.json, writing docs/_generated/skills_index.md, checking docs/prompts workflow contracts, or wiring editor/Codex/Hermes/MCP automation. Exposes discover_skills, write_skill_manifest, manifest_matches_discovery, and check_skill_contrac
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -59% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -72% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -20% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -45% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 27% | 0% |
Machine-readable discovery for all SKILL.md descriptors used by Cursor and similar agents.
**/SKILL.md under the default roots infrastructure/, scripts/, projects/templates/, fonds/templates/, rules/templates/, tools/templates/, docs/prompts/, .agents/skills/, and .cursor/skills/ (configurable).agents/skills/<name>/SKILL.md files are included so Codex/Hermes descriptors also appear in .cursor/skill_manifest.json and MCP list_skillsname and description (full dict available).cursor/skill_manifest.jsondocs/_generated/skills_index.md for human browsingdocs/prompts/**/SKILL.md metadata (version, last_updated, status, data_access_level, task_type, modes, related_skills).agents/skillscollection into Codex, Claude Code, and Hermes with python -m infrastructure.skills runtime-status|runtime-install
bashuv run python -m infrastructure.skills write uv run python -m infrastructure.skills write-index uv run python -m infrastructure.skills write --roots infrastructure docs/prompts .cursor/skills uv run python -m infrastructure.skills check uv run python -m infrastructure.skills check-contracts uv run python -m infrastructure.skills list-json uv run python -m infrastructure.skills runtime-status
discovery.py — API implementationcontracts.py — docs/prompts workflow metadata contractsinfrastructure/SKILL.md — human-oriented hub listOther measured skills in the registry, with their headline benchmark lift.