indexion-agent-orient 是做什麼的？
產生並使用編輯前的結構簡報，讓編碼代理在實作前了解可能的擁有者、消費表面及不安全編輯位置。
產生並使用編輯前的結構簡報，讓編碼代理在實作前了解可能的擁有者、消費表面及不安全編輯位置。
此技能旨在提升 AI 編碼代理（如 Claude Code、Cursor、Codex 等）在大型程式碼庫中進行編輯的安全性與效率。其主要功能是產生一份「編輯前結構簡報」(pre-edit structure brief)，這份簡報會分析程式碼庫的結構，辨識出每個檔案或元件的潛在擁有者（owner）、消費表面（consumer surface，即哪些地方會使用或依賴該元件），以及不安全的編輯位置（unsafe edit locations，即修改後可能造成連鎖破壞的區域）。透過在執行修改前提供這份簡報，代理能更全面地理解變更的影響範圍，避免意外中斷其他相依服務或引入錯誤。此技能支援多種代理平台，並透過解析專案中的檔案關聯、匯入關係與相依性圖來運作，最終輸出一份結構化的 markdown 文件，指引代理進行更精確且安全的程式修改。
npx skills add https://github.com/trkbt10/indexion-skills/tree/main/skills/indexion-agent-orientInstalled? Explore more 生產力與協作 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →
產生並使用編輯前的結構簡報，讓編碼代理在實作前了解可能的擁有者、消費表面及不安全編輯位置。
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.