跳到正文
cccskills
免费在 GitHub 公开

integration-checker

Verify cross-component wiring and data flow.

中文简介正在准备中。当前显示原文说明。

查看安装方法

包含的文件(2)

  • SKILL.md4.2 KB
  • references/wiring-checks.md5.6 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

Integration checker

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.

Reference loading

Load references/wiring-checks.md for language detection, export exclusions, wiring states, data-flow failures, contract patterns, and the requirements map.

Phase 0: PRIME

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.

Phase 1: EXPORT/IMPORT MAP

Inventory public symbols using language-aware searches:

  • Go: exported package functions, types, constants, variables, and methods.
  • Python: module definitions, __all__, and __init__.py re-exports.
  • TypeScript/JavaScript: named/default exports and barrel 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.

Phase 2: DATA FLOW AND CONTRACT CHECK

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.

Phase 3: REPORT

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.

VerdictConditionNext action
PASSNo wiring, flow, or contract issuesContinue validation
WARNUnused imports or low-confidence contract findings onlyResolve or explain warnings
FAILOrphaned components, data-flow defects, or high-confidence contract mismatchesReturn 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.

References

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

accounts

免费

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。

notque/vexjoy-agent4422026年10月17日 更新

Improve architecture across modules by deepening interfaces.

中文简介正在准备中。当前显示原文说明。

notque/vexjoy-agent4422026年10月17日 更新

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。

notque/vexjoy-agent4422026年10月17日 更新

Background memory consolidation — overnight review, merge, and injection payload for memory files.

中文简介正在准备中。当前显示原文说明。

notque/vexjoy-agent4422026年10月17日 更新

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。

notque/vexjoy-agent4422026年10月17日 更新

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。

notque/vexjoy-agent4422026年10月17日 更新

查看 notque 的全部技能

报告此技能的问题