Updated 1w 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
762 GitHub stars (762)
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- 10 skills (10 skills found in its SKILL.md files)
- 63 forks (63 forks)
- 1w ago last update (Last updated 1w 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.
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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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
clear-communication
面向读者组织准确、易理解的解释、状态汇报、方案比较和文档；用于复杂概念说明、长文、重要条件的表达或保持原意的改写。适用于中英文，可与学术及其他领域写作规则组合使用。
skills/clear-communication/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md -
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/ on GitHub (opens in a new tab)SKILL.md
No skill matches that filter.
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.
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