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免费Manage multiple Claude Code accounts: add, list, check, launch, and install shell aliases for 10+ isolated CLAUDE_CONFIG_DIR profiles.
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Verify cross-component wiring and data flow.
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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。
Check that components are connected and receive real data. A function can pass unit tests yet never be called; an endpoint can exist without being registered.
This skill reads and reports. Return fixes to the active implementation task or feature-lifecycle; do not create another approval round when fixes are already authorized.
Load references/wiring-checks.md for language detection, export exclusions, wiring states, data-flow failures, contract patterns, and the requirements map.
Read repository instructions. In a feature pipeline, use .feature/state/implement/ to scope changed and added files. Otherwise use the requested path or diff; a requested full audit covers all source files. If the implementation artifact is missing, use the diff and state the gap.
Detect every language in scope. Reuse existing integration evidence for unchanged connections; trace affected producers and consumers beyond the diff where needed.
Gate: Scope and languages are known.
Inventory public symbols using language-aware searches:
__all__, and __init__.py re-exports.Exclude dependencies, generated files, build output, fixtures, and repository metadata. Apply the reference's exceptions for public library APIs, plugin contracts, framework entrypoints, and other legitimate external consumers before calling a symbol orphaned.
For each symbol, record file, name, kind, and line. Find imports and actual usage; an import alone does not establish wiring. Classify as ORPHANED, IMPORTED_NOT_USED, or WIRED using the reference. Report failures first; show successful connections only in verbose mode.
Gate: Every in-scope symbol has a status or an explicit unresolved limitation.
Trace WIRED connections for real inputs and compatible contracts. Check hardcoded empty data, placeholders, dead parameters, mock remnants, shape/type mismatches, and event/message names using the reference.
Static inspection establishes structure and likely compatibility, not runtime correctness. Use existing runtime evidence where available; distinguish observed failures from uncertain dynamic-language matches. Low-confidence contract findings warn rather than fail.
Gate: Data-flow and contract findings include locations, evidence, and confidence.
Report component counts, wiring failures, data-flow issues, contract mismatches, and concrete fixes. In pipeline mode, use .feature/state/plan/ to map each requirement from entrypoint to implementation as WIRED, PARTIAL, or UNWIRED.
Compute integration score as 100 * WIRED / (WIRED + IMPORTED_NOT_USED + ORPHANED); report N/A when the denominator is zero.
| Verdict | Condition | Next action |
|---|---|---|
| PASS | No wiring, flow, or contract issues | Continue validation |
| WARN | Unused imports or low-confidence contract findings only | Resolve or explain warnings |
| FAIL | Orphaned components, data-flow defects, or high-confidence contract mismatches | Return concrete fixes to implementation |
State incomplete coverage separately; missing source or unresolved scope cannot establish a PASS. Include circular imports as integration findings. For a large monorepo, narrow to affected connections unless the user requested a full audit; split a full audit into bounded scopes without silently omitting files.
Gate: Findings, limitations, and next actions are clear. After fixes, recheck affected connections rather than repeating unchanged analysis.
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Manage multiple Claude Code accounts: add, list, check, launch, and install shell aliases for 10+ isolated CLAUDE_CONFIG_DIR profiles.
中文简介正在准备中。当前显示原文说明。
Improve architecture across modules by deepening interfaces.
中文简介正在准备中。当前显示原文说明。
Assessment: read-only inspection, codebase overview, value analysis, health checks, ADR consultation, decision analysis, multi-perspective critique.
中文简介正在准备中。当前显示原文说明。
Background memory consolidation — overnight review, merge, and injection payload for memory files.
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Jev-driven browser automation: Jev picks operations, programs execute, a text model writes field values only when Jev cannot pick one from the goal.
中文简介正在准备中。当前显示原文说明。
Write, compose, integrate, and improve programs that call Jev, TypeSafe's System One judgment model.
中文简介正在准备中。当前显示原文说明。