prateek

code-understand

Build a ranked, citation-backed focus map of a codebase — the files and symbols an architecture actually hangs on — using CodeGraph when available and a dependency-free builtin (regex AST extraction + `rg` cross-file references) otherwise. Use this any time you (the coding agent) need to orient in an unfamiliar or large codebase before making a change: the user says "help me understand this codebase", "what's load-bearing here", "what would break if I change X", "who calls this", "map out this project's architecture", or you're about to touch code you haven't read yet and want to know what matters before scanning everything by hand. This is the same extractor `wiki-update` Step 3b uses internally — this skill exposes it directly so any agent session can call it on demand, not just during a wiki sync.

prateek 0 3 Updated 10h ago

Resources

1
GitHub

Install

npx skillscat add prateek/dotfiles/code-understand

Install via the SkillsCat registry.

SKILL.md

Code Understand — On-Demand Architecture Focus Map

You are about to work in a codebase you don't fully know yet. Instead of grepping around or
reading files at random, ask the local extractor for a focus map: the ranked symbols the
architecture hangs on, each with a file:line citation and evidence type. Read only what it
points at — this is a map, not a substitute for reading the actual code it cites.

When to reach for this

  • Before editing an unfamiliar module — see what calls it and what it calls before changing
    its shape.
  • The user asks "how does X work", "what's the impact of changing Y", "who else uses this
    function" for a codebase, not the wiki.
  • You're about to do a large refactor and want a ranked list of load-bearing files instead of
    reading the whole tree.
  • You already have a diff or a set of changed files and want to know their blast radius before
    finishing the change.

Not for: summarizing what a project does for the wiki (that's wiki-update Step 3b, which
calls this same command as part of a bigger sync flow) — use this skill directly only when you
need the focus map for your own immediate work, not to persist knowledge.

Running it

obsidian-wiki code-understand --project <dir> [--backend auto|builtin|codegraph] \
    [--changed <file>...] [--since <sha>] [--max-symbols N] [--pretty]
  • --project — defaults to the current directory.
  • No --changed/--since — seeds from every tracked file (full-project scan).
  • --changed <file> (repeatable) — seed from specific files you already know are relevant
    (e.g. files in the diff you're about to make).
  • --since <sha> — seed from everything changed since a git ref (e.g. --since HEAD~5 or a
    base branch).
  • --backendauto (default) uses CodeGraph when installed, falls back to the builtin
    extractor otherwise; force builtin for the dependency-free path, or codegraph to require
    the enhanced backend (fails loudly if it's not installed rather than silently degrading).
  • --max-symbols — cap the focus map size (default 50); keep this small for a quick
    orientation pass, raise it for a thorough one.

GUARD: if the command is unavailable or errors, skip it and fall back to your normal
exploration (grep/read) — this is an accelerant, not a dependency. Don't block work on it.

Reading the output

  1. Evidence type matters. When backend: codegraph, focus-map entries are structural
    facts (real call-graph edges) — cite them directly. When backend: builtin, defines/
    imports/changed-file entries are facts, but rg-reference entries are text-match
    evidence only — open the file and confirm before treating it as a real relationship.
  2. Open what it cites, nothing else first. The focus map tells you where to read; it
    never contains source bodies. Go read those file:line locations before forming an opinion
    on the architecture.
  3. Cite it in your own output. If you explain the architecture back to the user or write
    it into a PR description/commit message, keep the (file:lines) citations from the focus
    map or from the source you opened — don't assert structure without a pointer to it.
  4. It's a cache, not a deliverable. Never write the raw JSON or .codegraph/ into the
    wiki vault, a PR description, or committed docs — it's a disposable sidecar in the project
    repo (git-ignored). Re-run it fresh next time rather than treating old output as durable.

If CodeGraph isn't installed

auto/builtin still work with zero setup (uses the regex AST extractor + rg). If you want
the enhanced cross-file call-graph evidence and the user is fine with installing something:

npm install -g @colbymchenry/codegraph

or point CODE_UNDERSTANDING_CODEGRAPH_BIN at an existing binary. Never install without the
user's go-ahead — ask first, then re-run the command.

Check obsidian-wiki doctor --project <dir> for the code-understanding.* capability lines
(builtin, rg, codegraph, codegraph-index, codegraph-fresh, codegraph-gitignore) to
see what's available before deciding which backend to request explicitly.