菜单
Use when working in a repository with graphify-out/, especially before answering architecture or codebase questions and after code edits that should refresh graphify artifacts.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Use when writing, revising, or reviewing PRML VSLAM final report or slide deliverables under docs/report or docs/slides, including Typst figures, tables, citations, bibliography references, scientific claims, VSLAM metrics, alignment, method or dataset framing, protocol text, limitations, result statements, and final presentation prose.
Create, update, or publish GitHub pull requests with a reviewer-first structure. Use when Codex needs to draft or revise a PR title/body, open a PR from a prepared branch, or reshape an existing PR into a summary paragraph, focused verification list, compact work-package map, and detailed work-package sections instead of a raw changelog.
Create, de-duplicate, structure, sync, and resolve GitHub issues. Use when Codex needs to open a new GitHub issue, rewrite a vague issue into a template-backed body with acceptance criteria, mirror issues between GitHub and another backlog, or close the loop from issue to linked pull request.
Write and refactor concise, contract-focused Python docstrings for modules, public classes, functions, methods, protocols, config models, DTOs, wrappers, and streaming or session APIs. Use when Python docstrings are missing, sparse, misleading, or need better cross-references, examples, units, shapes, lifecycle notes, or boundary semantics.
Use when working with the repo-local MemPalace setup for PRML VSLAM, especially to refresh or search mined docs and Codex chat histories, inspect palace status, or generate wake-up context from the repo-local palace.
Use when the user asks to reduce redundancy, boilerplate, dead code, unused symbols, unused config fields, overcomplication, or Python source LOC through behavior-preserving simplification, pruning, or refactoring in this repo.
| name | graphify |
| description | Use when working in a repository with graphify-out/, especially before answering architecture or codebase questions and after code edits that should refresh graphify artifacts. |
Use this skill in repositories that carry a graphify-out/ knowledge graph.
graphify-out/GRAPH_REPORT.md to understand god nodes and community structure.graphify-out/wiki/index.md exists, use it as the first navigation surface before reading raw files directly.make graphify for a concise artifact, runtime, hook, and freshness dashboard.make graphify-report when you only need the report summary.make graphify-view to locate the generated HTML graph viewer.make graphify-hook-status to check local post-commit/post-checkout hooks without failing the workflow.make graphify-hook-install once per clone to install the local graph refresh hooks.make graphify-rebuild.make graphify-status reports that the runtime is missing, the existing artifacts can still guide codebase navigation, but rebuilds require the official graphifyy package and graphify CLI.