indexion-agent-orient 是做什么的？
生成并使用编辑前结构简报，帮助编码代理在实施修改前了解可能的代码所有者、消费者界面以及不安全的编辑位置。
生成并使用编辑前结构简报，帮助编码代理在实施修改前了解可能的代码所有者、消费者界面以及不安全的编辑位置。
该技能旨在为AI编码代理（如Claude Code、Cursor等）在实施修改前生成一份结构简报，从而显著提升编辑的安全性和准确性。通过分析代码库的结构，技能会识别出负责维护的团队或开发者（代码所有者）、依赖或消费该代码的界面，以及直接修改可能引发风险的区域。这帮助代理避免破坏未预期的功能或引入难以追踪的问题。技能支持主流的AI代理开发环境，其工作流程基于查看文件和解析结构线索，而非执行动态分析，因此对任何语言和框架均适用且轻量。使用该技能后，代理能更鲁棒地处理跨模块的复杂修改，尤其适合大型或多人协作的代码库。
npx skills add https://github.com/trkbt10/indexion-skills/tree/main/skills/indexion-agent-orientInstalled? Explore more 生产力与协作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
生成并使用编辑前结构简报，帮助编码代理在实施修改前了解可能的代码所有者、消费者界面以及不安全的编辑位置。
This repo contains 8 individual skills — each has its own dedicated page.
Documentation analysis — assess coverage, detect code-to-doc drift with plan reconcile, visualize dependencies with doc graph. Answers "what needs docs?" and "are docs still accurate?"
Detect and review name/content drift in code using `indexion identity audit`, then plan verified renames, moves, folder changes, or splits.
Debug and inspect KGF specs — view tokenization results, parse trees, and extracted edges from source files. Use when adding/fixing language support or when indexion's analysis output looks wrong.
README construction — initialize template structure, generate per-package READMEs from doc comments, plan writing tasks, assemble root README from docs/ and package READMEs via doc.json config, and verify edits with `plan drift`.
After writing code, detect and clean up duplication at three levels — copy-paste blocks, cross-package shared code, unnecessary wrappers, and concept-level SoT violations. Detect with indexion, fix, and verify.
Generate SDD requirements from RFCs/specs and quantitatively verify implementation conformance. spec draft → spec align → spec verify → automated validation loop with codex/claude. Operate spec-to-impl drift gates as CI checks.
Split text into contextual chunks for RAG/embedding pipelines. Document segmentation and section extraction using window, tfidf, punctuation, or hybrid strategies chosen by intent.
Project wiki lifecycle — create pages, track source changes with ingest, update stale pages, lint structural integrity, detect code-to-doc drift with reconcile, and manage search indexes. A runbook for navigating and maintaining the wiki as an agent.
Gemini CLI one-shot prompts, summaries, generation, skills, hooks, MCP, or Gemma routing.
Fetch GitHub issues, select candidates, spawn background fix agents, open PRs, and optionally process PR review comments.
Create, edit, audit, tidy, validate, or restructure AgentSkills and SKILL.md files.
Search, install, update, sync, or publish agent skills with the ClawHub CLI and registry.
Delegate coding work to Codex, Claude Code, or OpenCode as background workers; not simple edits or read-only code lookup.
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.