Search and synthesize project documentation into cited answers.
npx skills add https://github.com/real-case/marvin-toolkit --skill docs-search-real-case
Please help me install this Agent Skill. Skill: docs-search Source: https://github.com/real-case/marvin-toolkit/tree/main/plugins/marvin/skills/docs-search Command: npx skills add https://github.com/real-case/marvin-toolkit --skill docs-search-real-case
src/auth/README.md:15-28 while warning that the README contradicts the current middleware behavior. ## Quick Start Ask where a feature is documented or how a specific part of the project works, and receive a synthesized answer with source citations.High-intent search queries and answers about installing and using this skill.
Search broadly with grep for the concept name and its synonyms across markdown files and code comments, then glob for files named after the feature. Read the most relevant matches and cite answers with file paths and line numbers.
Start by mapping the documentation landscape: README, ARCHITECTURE.md, docs/ directories, and ADRs. Then combine content search with reading source code, type definitions, and tests, since code often documents behavior more accurately than prose.
Surface both sources and note the discrepancy explicitly rather than picking one silently. The code is usually the source of truth, and git log on the doc file reveals whether it has gone stale relative to recent code changes.
Yes. When prose docs are absent, treat docstrings, test assertions, route definitions, and well-named functions as documentation. State clearly what is undocumented, suggest where the missing docs should live, and offer to draft them.
Run git log on the documentation file and compare its last update against recent changes to the related code. If the doc has not been touched in months while the code changed recently, flag it as potentially outdated instead of presenting it as authoritative.
kagentiClone Git repositories into the Kagenti hub and verify skill discoverability.
shakhovskiya-createAudit project documentation for drift between code, ADRs, and READMEs.
dtyqExtract system architecture details from codebases into navigable Wiki pages with Mermaid diagrams.
PearlThoughtsSearch codebases by concept and intent using vector embeddings in Weaviate.