indexion-kgf 是做什么的？
调试和检查 KGF 规范 — 查看源文件的词法分析结果、解析树和提取的边。在添加/修复语言支持或 indexion 的分析输出看起来异常时使用。
调试和检查 KGF 规范 — 查看源文件的词法分析结果、解析树和提取的边。在添加/修复语言支持或 indexion 的分析输出看起来异常时使用。
此技能专为需要调试和检查 KGF（Knowledge Graph Format）规范的开发者设计。它能够展示源文件的词法分析结果、解析树以及提取的边，帮助开发者深入理解 indexion 工具的分析流程。当添加或修复语言支持时，或者 indexion 的分析输出看似错误时，使用此技能可以快速定位问题。该技能支持在命令行环境中运行，通过简单的命令即可输出调试信息，从而加速开发迭代。
npx skills add https://github.com/trkbt10/indexion-skills/tree/main/skills/indexion-kgfInstalled? Explore more 研究与数据分析 skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →
调试和检查 KGF 规范 — 查看源文件的词法分析结果、解析树和提取的边。在添加/修复语言支持或 indexion 的分析输出看起来异常时使用。
This repo contains 8 individual skills — each has its own dedicated page.
Generate and use a pre-edit structure brief so coding agents learn likely owners, consumer surfaces, and unsafe edit locations before implementing.
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.
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.
USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Agent skill repository discovered by 10x-chat research.
Review backend code for quality, security, maintainability, and best practices based on established checklist rules. Use when the user requests a review, analysis, or improvement of backend files (e.g., `.py`) under the `api/` directory. Do NOT use for frontend files (e.g., `.tsx`, `.ts`, `.js`). Supports pending-change review, code snippets review, and file-focused review.