跳到正文
cccskills
免费在 GitHub 公开

codex-context-engine

Use when a project has 50+ files, missing context, or explicit $codex-genome request; generates multi-layer project context to reduce hallucination.

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.md3.0 KB
  • agents/openai.yaml293 B

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

TL;DR

Generate .codex/context/genome.md for macro project understanding. Load genome.md automatically if it exists. For large projects, also generate per-module maps. This reduces hallucination by giving AI compressed project knowledge instead of raw file scanning.

Context Engine (Project Genome)

Activation

  1. Auto-load: If .codex/context/genome.md exists in the project, load it at session start.
  2. Auto-suggest: If project has 50+ files and no genome.md exists, suggest generating one.
  3. Explicit: On $codex-genome, $generate-genome, or $genome command.

Quick Commands

  • $codex-genome / $genome - Generate or refresh project genome
  • $codex-genome --force / $genome --force - Force regeneration

When to Generate

Project SizeAction
< 50 filesOptional. Suggest only if user asks
50-500 filesSuggest on first encounter. Shallow depth (genome.md only)
500+ filesStrongly recommend. Full depth (genome.md + module maps)

When to Load

  • genome.md: Load at session start if it exists. This is your project briefing - read it before any code edit.
  • Module maps: Load only the module(s) relevant to the current task. Never load all module maps at once.

How to Use Context

After loading genome.md:

  1. You now know the tech stack, directory structure, entry points, data models, API surface, and coding conventions.
  2. When working on a specific module, check if .codex/context/modules/{module-name}.md exists and load it.
  3. Use this knowledge to avoid:
    • Guessing import paths (genome tells you the structure)
    • Wrong naming conventions (genome tells you the patterns)
    • Missing dependencies (genome tells you module boundaries)
    • Hallucinating APIs (genome tells you the real routes)

Script Invocation

  • Use generate_genome.py from codex-project-memory.
  • See skills/.system/REGISTRY.md for full script paths.

Script Invocation Discipline

  1. Always run --help before invoking.
  2. Treat script as a black-box tool and execute by contract first.
  3. Read script source only when customization or bug fixing is required.

Freshness Check

  • genome.md includes a "Generated:" timestamp and file counts.
  • If current file count differs significantly (>20%) from genome.md counts, suggest re-generation.
  • When user restructures the project (adds/removes modules), remind to regenerate.

Output Files

FilePurposeSize Target
.codex/context/genome.mdMacro project context500-800 words
.codex/context/modules/{name}.mdPer-module detail200-400 words each

Context Loading Budget

  • genome.md: always (~2000-2400 tokens)
  • Module maps: max 3 at a time (~600-1200 tokens each)
  • Total context overhead: <5000 tokens (<4% of context window)

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

Use when implementation is complete, all tests pass, and you need to decide how to integrate the work — guides completion of development work by presenting structured options for merge, PR, or cleanup

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

Use for DESIGN.md visual identity contracts; author, scaffold, lint, diff, and export design contracts with the upstream spec and CLI.

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts/render_docx.py` for visual checks.

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

Use when code changes may require documentation updates; maps git diff to candidate docs without auto-editing documentation.

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

Use for documents, reports, memos, guides, academic papers, or formal text that needs clear structure, reliable tone, formatting, and diagrams.

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

Use when frontend, backend, mobile, data, DevOps, or security work needs domain routing and at most four focused references.

中文简介正在准备中。当前显示原文说明。

Bang-isme/CodexAI---Skills102026年10月5日 更新

查看 Bang-isme 的全部技能

报告此技能的问题