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insightful

A collection of CodeBuddy skills for understanding and reasoning about codebases.

What's inside

codebase-insight

A deep codebase-cognition skill aimed at engineers, architects, and product owners. Instead of summarizing the directory tree, it rebuilds an evidence-based model of the target repository from its code, configuration, database, tests, and deployment artifacts:

  • Product & business — what the system does and what problem it solves.
  • Architecture — system boundaries, modules, dependencies, tech stack, and design patterns.
  • Core flows — business chains, state transitions, and data lifecycles.
  • Evidence conflicts — gaps between docs, comments, config, and actual implementation.
  • Engineering review — highlights, hard parts, risks, lessons, and inspirations.
  • Roadmap & refactoring — future plans and incremental refactor designs.
  • Resume & interview — questions/answers grounded only in real code.

All conclusions are tagged by confidence (FACT / INFERENCE / UNKNOWN / PROPOSAL) and backed by file-path evidence, so the output can be verified rather than trusted.

The skill ships a runnable helper that produces a deterministic file inventory used as reconnaissance input:

python3 skills/codebase-insight-v0.1/codebase-insight/scripts/repo_inventory.py <repo-path> -o repo-inventory.json

Repository layout

skills/
└── codebase-insight-v0.1/
    └── codebase-insight/
        ├── SKILL.md            # Skill definition and workflow (Chinese)
        ├── README.md           # Skill-level overview
        ├── scripts/
        │   └── repo_inventory.py
        ├── tasks/              # 9 step-by-step task guides (01–09)
        ├── references/         # Evidence, codegraph, diagram, review standards
        └── templates/          # Claim ledger and report index templates

Usage

Install the skill into your CodeBuddy skills directory and invoke it (codebase-insight) against any repository you want to understand. Modes:

  • Quick — first contact: what it is, how to run it, key entry points.
  • Full — architecture review, handover, refactor, due diligence.
  • Topic — drill into one chain, service, module, or risk.

License

See individual skill directories for licensing terms.

About

Agency skills assist developers, product managers, job seekers, and employers in understanding an open-source product, quickly getting started with it, or crafting a job application resume.

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