[Documentation] Use when generating, smart-merging or refactoring the root AI context (CLAUDE.md, AGENTS.md) and its Claude/Codex projections. Config file only: project-config.
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[Code Intelligence] Use when building/syncing the code graph, querying callers/imports/tests, tracing flow, checking blast radius, linking APIs or exporting JSON/Mermaid. --mode={build|query|trace|blast-radius|connect-api|export}.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
[BLOCKING] Mode routing — detect FIRST. The mode is
--mode=build|query|trace|blast-radius|connect-api|export, or the first argument when it is exactly one of those six words (/graph-code export --format=mermaid <file>). Everything after the mode is that mode's own arguments (--scope=,--direction,--node-mode,--format=,--json, a target). Read the mode file in full before anything else (see Mode Dispatch). Each of the six modes works called directly with no workflow.
Goal: [Code Intelligence] Operate the structural code knowledge graph (Tree-sitter nodes and edges in .code-graph/graph.db, SQLite) through the python .claude/scripts/code_graph CLI: build or sync it, query relationships, trace system flow, analyze the blast radius of a change, match frontend calls to backend routes, and export JSON snapshots or single-file Mermaid diagrams.
Workflow: Detect the mode → read its references/mode-<x>.md in full → run the CLI live → report the JSON result with file:line evidence.
Key Rules:
ask user question tool; a natural-language request that matches exactly one row of the Intent column selects that row's mode (the Intent column holds action phrases only: a prompt that merely names "code graph", "knowledge graph" or "uncommitted changes" carries no action and gets the table); anything else gets the table, never a guess.--json to the CLI so the output is structured and parseable..code-graph/graph.db absent): report plainly — "graph not built — run /graph-code --mode=build, or continue with grep" — and stop that mode. It is never an error for a caller.file:line) with confidence >80% to act; MUST ATTENTION keep task tracking updated as each step starts/completes.Optional: when grep and reading files alone may not reveal a high-risk blast radius (shared contract, many callers, cross-module or cross-service flow, public API), the code graph (.code-graph/graph.db) can add callers, dependents and impacted tests. Treat it as a hint, NOT proof: the graph can be stale or incomplete (it lags uncommitted edits and unindexed paths) — verify anything that matters by reading the files/grep. Skip it for low-risk or local changes.
Nothing in this skill is mandatory for other skills or workflows. Pattern when used: grep/read finds a key entry-point file (entity, command, query, event or command handler, controller, bus message or consumer, component, store, api-service) → an optional trace <file> --direction both --json suggests callers, consumers, bus messages, event chains and tests → grep/read verifies the details.
Detect the mode from the invocation arguments before any other work; do not load a mode file the invocation did not select.
| Mode | Purpose | Intent (natural-language triggers) | Read in full FIRST |
|---|---|---|---|
--mode=build [--scope={full|update|sync}] | Build, update or sync the graph (installs the graph tooling on first use). Formerly /graph-build | "build graph", "sync graph", "update graph", "refresh graph after pull" | references/mode-build.md |
--mode=query <pattern> <target> | Query relationships: callers, callees, imports, importers, tests, inheritors, file structure, search, find-path, batch. Formerly /graph-query | "who calls", "what imports", "related files", "connections of", "depends on", "tests for", "inherits from", "file structure", "graph query" | references/mode-query.md |
--mode=trace <target> [--direction …] [--depth N] [--edge-kinds …] [--node-mode …] | Trace full system flow through CALLS, events, bus messages and API endpoints. Formerly /graph-trace | "what happens when X", "what triggers X", "full flow through X", "trace", "execution flow", "frontend-to-backend flow" | references/mode-trace.md |
--mode=blast-radius | Impact of the current git changes: impacted files and functions, test gaps, risk level. Formerly /graph-blast-radius | "blast radius", "impact analysis", "structural impact of my changes" | references/mode-blast-radius.md |
--mode=connect-api | Detect frontend-to-backend API connections and create API_ENDPOINT edges. Formerly /graph-connect-api | "connect api", "api connections", "frontend backend" | references/mode-connect-api.md |
--mode=export [--format={json|mermaid}] [<path>] | Export a full or filtered JSON graph snapshot, or one file as a Mermaid diagram. | "export graph", "JSON dump", "export Mermaid", "graph diagram", "visualize graph" | references/mode-export.md |
--mode=build, read references/mode-build.md in full FIRST; it owns the tooling-install Step 0, the --scope=full|update|sync branches (default: auto-detect) and the Python/CLI preconditions.--mode=query, read references/mode-query.md in full FIRST; it owns intent mapping, the status handling (ok/ambiguous/not_found/error) and the result formats.--mode=trace, read references/mode-trace.md in full FIRST; it owns direction choice, the bug/failure upstream-first rule and the CLI flags.--mode=blast-radius, read references/mode-blast-radius.md in full FIRST; it owns the live CLI run, the risk bands and the recommendations.--mode=connect-api, read references/mode-connect-api.md in full FIRST; it owns the matching strategies, zero-config detection and the optional graphConnectors.apiEndpoints config.--mode=export, read references/mode-export.md in full FIRST; it owns --format=json|mermaid (default JSON), file selection, required Mermaid target, output paths and result reporting./graph-code --mode=build builds the graph).blast-radius, connect-api, connect-implicit, export, export-mermaid, review-context and describe are not skills; /graph-code --mode=export owns JSON and Mermaid exports. The hooks graph-session-init, graph-prompt-sync and graph-auto-update keep the graph current without this skill.Protocol guides — Apply each protocol only when its read-when condition holds. If a protocol's text is not in your context, read its file below before you act on it.
end-to-start-debugger-trace — Walk backward from the observed end state through every feeder path before fixing; investigating non-trivial bugs or failed verification, changing code behavior, or tracing unclear code flow → .claude/skills/shared/protocols/end-to-start-debugger-trace.mdIMPORTANT MUST ATTENTION for non-trivial bugs, failed verification, regression fixes, behavior-changing code or unclear code flow, trace backward from the observed output through every feeder path before fixing. Establish hypotheses, the authoritative invariant owner and forward proof; retain validation at untrusted boundaries. Ordinary artifact review or graph lookup alone does not trigger a debugging workflow.
<!-- /SYNC:end-to-start-debugger-trace:reminder -->IMPORTANT MUST ATTENTION Goal: Operate the code knowledge graph through exactly one mode per invocation, read that mode's reference in full first, and treat every graph answer as a stale-able hint to verify by reading.
Protocols in force (concise digest of the SYNC/shared blocks this skill carries):
End-To-Start Debugger Trace: for bug/failure or unclear-code investigation, trace backward from the observed output and establish hypotheses before fixing. Build, query and export alone do not trigger debugging.
MANDATORY IMPORTANT MUST ATTENTION break work into small todo tasks using TaskCreate BEFORE starting
MANDATORY IMPORTANT MUST ATTENTION cite file:line evidence for every claim (confidence >80% to act)
MANDATORY IMPORTANT MUST ATTENTION --mode=<x> reads references/mode-<x>.md in full FIRST; no mode and no matching intent shows the mode table, never a guess
MANDATORY IMPORTANT MUST ATTENTION add a final review todo task to verify work quality
[TASK-PLANNING] Before acting, analyze task scope and systematically break it into small todo tasks and sub-tasks using TaskCreate.
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[Documentation] Use when generating, smart-merging or refactoring the root AI context (CLAUDE.md, AGENTS.md) and its Claude/Codex projections. Config file only: project-config.
中文简介正在准备中。当前显示原文说明。
[Code Quality] Use when a workflow step or the user asks for AI code or plan review: LLM calls, prompts, agents, RAG, evals and guardrails. --mode={code|plan}; --report-only is read-only.
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[Architecture] Use when a workflow step or the user asks for architecture design, compliance review, scalability grading or whole-project audit via --mode={design|review|scalability|full}.
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[Content] Use when a workflow step or the user asks for product/feature ideation with ranked opportunities and validation tests. --mode={roadmap|scope}.
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[Content] Use when a workflow step or the user asks for business viability: Business Model Canvas, financials, risks and go-to-market recommendation.
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[Code Quality] Use when a workflow step or the user asks for a focused code-change review: staged, unstaged, branch diff or simple pull request. --fix-loop fixes and re-reviews. Complex pull request: workflow-review-changes; rationale: why-review.
中文简介正在准备中。当前显示原文说明。