Capture Knowledge
技能 已验证 活跃Audits a repository's code and docs to find important conventions, workflows, and architectural decisions that are missing from agent-facing guidance, then drafts review-ready updates. Use when a user says `capture repo knowledge`, `document implicit conventions`, `turn repo patterns into agent rules`, or asks what future agents should remember about a codebase. Do NOT use for a generic repo tour, onboarding walkthrough, or architecture summary that does not need reusable guidance updates.
To convert implicit knowledge within a codebase into explicit, reusable guidance for AI agents, ensuring they can reliably understand and adhere to repository conventions and decisions.
功能
- Audits repo conventions and architectural decisions
- Compares repo reality to existing agent guidance
- Identifies and drafts missing knowledge gaps
- Creates review-ready update packets
- Pauses for explicit user review before saving
使用场景
- Capture undocumented repo conventions
- Turn repeated implementation patterns into reusable agent guidance
- Find what current rules or skills are missing
- Draft agent-facing guidance updates before saving
非目标
- Generic repo orientation reports
- Broad architecture reviews without guidance updates
- Human-facing documentation rewrite
- Automatic write-back without explicit review
安装
/plugin install swe-skills@ckorhonen-swe-skills质量评分
已验证类似扩展
Pathfinder
100将代码库映射为按功能分组的流程图，识别不同功能之间的重复关注点，并提出统一的架构。在被要求“寻找理想路径”、统一重复系统或在重构前审计架构时使用。输出一个建议的统一流程图以及针对每个系统的“制定计划”提示。
Metal
100Extract the conceptual essence of a repository as skills, agents, and teams — the project's roles, procedures, and coordination patterns expressed as agentskills.io-standard definitions. Reads an arbitrary codebase and produces generalized definitions that capture WHAT the project does and WHO operates it, without replicating HOW it does it. Use when onboarding to a new codebase and wanting to understand its conceptual architecture, when bootstrapping an agentic system from an existing project, when studying a project's organizational DNA for cross-pollination, or when creating a skill/agent/team library inspired by a reference implementation.
Lean Ctx
100AI 代理的上下文运行时 — 包含 59 个 MCP 工具、10 种读取模式、95+ 种 shell 模式、支持 18 种语言的 tree-sitter AST。将 LLM 上下文压缩高达 99%。用于读取文件、运行 shell 命令、搜索代码或探索目录。如果不存在，则自动安装。
Codacy Audit
100Codacy Cloud workflow for this repository -- run Codacy's analyzers locally before `git push` (mirrors what Codacy CI runs), and fetch/cluster Codacy issues for any PR via the v3 API. Use when the user mentions Codacy, "codacy analysis", `codacy-analysis-cli`, "codacy issues on PR", "fix codacy CI", "codacy markdownlint findings", or any Codacy gate failing on a netdata-org PR. Ships scripts analyze-local.sh (docker/binary runner for codacy-analysis-cli) and pr-issues.sh (paginated v3 issue fetch + group-by tool/pattern/severity/file). Token-safe -- CODACY_TOKEN never reaches assistant-visible stdout. Read-only by design in the current SOW; write actions (mark FP, mark fixed) are deferred.
Domain Extract
100Extract domain knowledge from existing project sources and generate domain rules. Also handles vault sync and domain listing.
Auto Optimize
100自动化分析、评估、设计和优化目标项目。将 VibeGuard 集成作为基线扫描，修复过程遵循 VibeGuard 规范，并在最后运行合规性检查。支持 auto-run-agent 自主执行。