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Get Started Free →Use when you need a deep-dive explanation of a specific file, function, or module in the codebase
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-07 | ✗→✓ | ▲ Improved | 87% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 73% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 61% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -12% | 0% |
Provide a thorough, in-depth explanation of a specific code component.
The knowledge graph JSON has this structure:
project — {name, description, languages, frameworks, analyzedAt, gitCommitHash}nodes[] — each has {id, type, name, filePath?, summary, tags], complexity, languageNotes?}file:path, function:path:name, config:path, article:pathedges[] — each has {source, target, type, direction, weight}layers[] — each has {id, name, description, nodeIds]}tour[] — each has {order, title, description, nodeIds]}$UA_DIR. Run UA_DIR=$([ -d .understand-anything ] && echo .understand-anything || echo .ua) — this is the legacy .understand-anything/ when it already exists, otherwise the new .ua/. Check that $UA_DIR/knowledge-graph.json exists. If not, tell the user to run /understand first.project.gitCommitHash from the graph metadata as GRAPH_COMMIT_RAW. Resolve it as a commit before using it in any Git diff, then compare it with git rev-parse HEAD and inspect project-scoped committed and working-tree changes from the project root:bash GRAPH_COMMIT=$(git rev-parse --verify --end-of-options "${GRAPH_COMMIT_RAW}^{commit}" 2>/dev/null) git rev-parse HEAD git diff --name-only "$GRAPH_COMMIT" HEAD -- . git diff --cached --name-only -- . git diff --name-only -- . git ls-files --others --exclude-standard -- .
-- . pathspec is required: commits that only touch a sibling monorepo project must not make this graph stale. A hash mismatch alone is not stale when the project diff is empty..ua/ or legacy .understand-anything/) in every command's output because it contains generated graph artifacts, not project source drift./understand to refresh the graph.GRAPH_COMMIT_RAW resolves successfully. If the graph commit or Git metadata is missing, invalid, or unavailable, give a brief best-effort warning and continue instead of blocking.src/auth/login.ts): search for "filePath" matchessrc/auth/login.ts:verifyToken): search for the function name in "name" fields filtered by the file pathid, type, summary, tags, and complexity"source" matches → things this node calls/imports/depends on (outgoing)"target" matches → things that call/import/depend on this node (incoming)name, summary, and type. This builds the component's neighborhood."layers" section to find which architectural layer it belongs to and that layer's description.filePath for the deep-dive analysis.contains edges)Other measured skills in the registry, with their headline benchmark lift.