codebase-onboarding
codebase-onboarding is a Codebase mapping & onboarding skill for AI agents, published by neuromechanist in the research-skills repository on GitHub. Skillspace rates codebase-onboarding C (73/100) and it passed the safety scan; the rating is based on static analysis only.
Use this skill when the user asks to "explore this codebase", "understand this repo", "map the architecture", "review our stack", "get up to speed", "break ground" on an unfamiliar project or research field, "what is the state of this project", "audit the architecture", or before planning changes in a codebase you have not worked in. Produces a verified reconnaissance report before any design or edit.
- Grade
- C
- Quality
- 73 / 100
- Safety
- Passed
- GitHub stars
- 36
Unproven: rated by static analysis only, not yet compared head-to-head.
Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 98 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- BSD-3-Clause
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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