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Updated 1mo ago

by dongshuyan

compass-skills

司南：个性化 AI 任务总控 Skills 系统 /COMPASS: Personal Alignment Skills OS for AI Agents

Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

755 GitHub stars (755)

+12 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +12 in total; the busiest day was Sep 28 with +3 stars.Sep 27: 0 starsSep 28: +3 starsSep 29: +2 starsSep 30: 0 starsOct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: +1 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: +2 starsOct 9: 0 starsOct 10: +2 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: +1 starsOct 15: 0 starsOct 16: +1 stars
Stars gained between daily snapshots
PeriodNew stars
Sep 270
Sep 28+3
Sep 29+2
Sep 300
Oct 10
Oct 20
Oct 30
Oct 4+1
Oct 50
Oct 60
Oct 70
Oct 8+2
Oct 90
Oct 10+2
Oct 110
Oct 120
Oct 130
Oct 14+1
Oct 150
Oct 16+1
  • 9 skills (9 skills found in its SKILL.md files)
  • 61 forks (61 forks)
  • 1mo ago last update (Last updated 1mo ago)

Install

Skills CLI

npx skills add dongshuyan/compass-skills

Asks which skills and agents to install. Just one: npx skills add dongshuyan/compass-skills --skill academic-humanizer — add -g for every project.

Claude Code

git clone https://github.com/dongshuyan/compass-skillscp -r "compass-skills/skills/academic-humanizer" ~/.claude/skills/

Copies the academic-humanizer skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add dongshuyan/compass-skills

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • academic-humanizer

    Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when t…

    skills/academic-humanizer/SKILL.md on GitHub (opens in a new tab)

  • assess-interview-candidate

    根据候选人简历与岗位要求生成可审计的后台评估、简明的候选人介绍、按岗位重要性排列的简历疑点、12–18 道可直接照读的面试题，以及支持重点标记和本机保存的离线 HTML。用于招聘方准备结构化面试、核验岗位能力和记录回答。不要用于求职者模拟面试、私人背景调查、心理或人格诊断、从敏感属性推断表现，或自动录用、淘汰、排序候选人。

    skills/assess-interview-candidate/SKILL.md on GitHub (opens in a new tab)

  • pause-and-resume

    Cooperatively pause unfinished work in the current session, leave a precise continuation checkpoint, and resume from it when the user later says continue. Use only when the user explicitly requests this pause workflow. Do not use for crashes, app shutdown, new-session handoffs, or ordinary task summaries.

    skills/pause-and-resume/SKILL.md on GitHub (opens in a new tab)

  • run-history-skill-builder

    Turn a completed task, browser flow, artifact pipeline, failure-recovery trace, or repeatedly refined workflow into a new reusable skill package or a reviewed skill-design plan. Use when the user asks to make a new skill from real run history, extract a reusable workflow from conversation/logs/files, summarize lessons into a new skill, or produce a plan before writing files. Do not use to upgrade…

    skills/run-history-skill-builder/SKILL.md on GitHub (opens in a new tab)

  • run-history-skill-upgrader

    Use real run evidence, validation failures, source drift, platform drift, and user feedback to plan and, only after explicit approval, apply structural upgrades to an existing skill. Use when the user asks to improve an existing skill from recent runs, recurring failures, outdated sources, excessive bloat, changed platform behavior, or validated workflow feedback. Do not use to create a brand-new…

    skills/run-history-skill-upgrader/SKILL.md on GitHub (opens in a new tab)

  • session-handoff-prompt

    Create a concise continuation prompt that a fresh agent session can paste in to resume a long or degraded session. Use when the user asks for a handoff prompt, restart prompt, continuation prompt, context transfer, fresh-session resume, or a compact summary for opening a new session. Do not use for ordinary summaries, task-forest maintenance, durable user-profile updates, automatic session creati…

    skills/session-handoff-prompt/SKILL.md on GitHub (opens in a new tab)

  • task-clarifier

    Deep need-clarification skill. Use only when the user explicitly invokes $task-clarifier. Once activated, keep asking until all three goals are met: the user fully understands their own needs, the AI fully understands the user's needs, and the user confirms the AI's understanding is correct. Do not intervene in task execution unless explicitly invoked.

    skills/task-clarifier/SKILL.md on GitHub (opens in a new tab)

  • task-forest

    Maintains a repo-local task forest or task DAG for the current workspace. Use when the user asks to initialize or update a task forest, close a session, summarize evolving project work, align a request with a global goal, track progress/history/deviations/todos, save or apply a task proposal, or export the client-readable task-forest HTML. Do not use for executing the tracked tasks themselves or…

    skills/task-forest/SKILL.md on GitHub (opens in a new tab)

  • user-profile-keeper

    Local user-profile maintenance skill for Codex, Claude Code, OpenClaw, OpenCode, and other agent harnesses. Use only when the user explicitly invokes $user-profile-keeper to create, initialize, update, query, correct, delete, export, or audit a local persistent user profile. It can extract durable collaboration preferences, requirement-expression habits, capability boundaries, recurring omissions…

    skills/user-profile-keeper/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.