titanwings-distilly
Formerly: Colleague Skill / colleague-skill.
1 skill26k
@titanwingsSkill Authoring
Plugin
colleague-skill
Distills colleague, relationship, or celebrity source material such as chat logs and emails into reusable person profiles, and also sets up an owner profile so a personal agent knows who it works for.
Plugin Signal69/100Solid
maintained89
capable14
documented100
adopted94
Claude Code
$ npx -y skills add titanwings/distilly --agent claude-code
Codex
$ npx skills add titanwings/distilly -a codex
Cursor
$ npx skills add titanwings/distilly -a cursor
Gemini CLI
$ npx skills add titanwings/distilly -a gemini-cli
GitHub Copilot
$ npx skills add titanwings/distilly -a github-copilot
OpenCode
$ npx skills add titanwings/distilly -a opencode
Windsurf
$ npx skills add titanwings/distilly -a windsurf
What's inside
Links
README
🧬 Distilly
Formerly: Colleague Skill / colleague-skill.
Distill a person's experience, judgment, voice, and ways of working into a reusable Person Profile for AI agents and compatible bots.
Messages · documents · interviews · public sources → Distilly → Person Profile → Agent / Bot
🧑💼 Your colleague quit, your mentor graduated, your teammate transferred — taking their whole playbook and context with them? 💞 Your family, old friends, partner drifting apart — and you want to hold on to the way it felt to be with them? 🌟 Your favorite author, idol, thinker you'll never meet — but you want to know what they'd say about your question?
✨ One project, many kinds of people.
Distilly is the person-modeling layer for agents. It turns the materials you provide into a portable, source-grounded Person Profile built from observable experience, decision patterns, expression, and ways of working; it does not claim to clone the person behind them.
Colleagues · partners · family · old friends · idols · public figures · fictional characters — even yourself
Source material + your description → a source-grounded Person Profile → your Agent or compatible Bot
A Person Profile is the reusable output. The current release packages each profile as an Agent Skill so supported hosts can install and invoke it. The canonical creator Skill is named
distilly; install it in adistillydirectory. The former name above remains for search continuity and project history.
🆕 What Distilly does · 📦 Data Sources · ⚡ Install · 🚀 Usage · ✨ Demo · 📝 Citation · 💬 Discord
Chinese · Spanish · German · Japanese · Russian · Portuguese · Korean
🎉 2026.08.13 Milestone — the project has passed 20K ⭐!
Massive thanks to everyone who starred — we'll keep shipping, keep distilling.
🧬 2026.08.24 Update — The creator is now named Distilly end to end and documents native local Skill discovery for Claude Code, Hermes, OpenClaw, Codex, DeepSeek Harness, Pi, Grok Build, and OpenCode. Grok Bot is listed separately as a saved-Skill workflow preview.
📝 2026.06.01 Update — The COLLEAGUE.SKILL technical report is now available. The most rewarding part was not simply publishing a paper, but seeing the community grow the gallery to 215 skills contributed by 165 people, with more than 100,000 stars across the skill cards. The paper's Acknowledgements explicitly recognize every community contributor.
🗺️ 2026.04.13 — The Distilly Roadmap is live! What began as Colleague Skill is growing beyond colleagues: distill people into Skills that Agents can reuse. 👉 Full Roadmap · 💬 Discord
🌐 2026.04.07 — Community gallery is live! Any skill / meta-skill can drive traffic directly to your own GitHub repo. No middleman. 👉 titanwings.github.io/colleague-skill-site
Created by @titanwings
🆕 What Distilly does today
1️⃣ From Colleague Skill to Distilly
The project is no longer limited to the colleague scenario. Its distilly creator builds source-grounded Person Profiles for three person families with one workflow, then packages each profile as an Agent Skill.
2️⃣ Three character families
Each family has its own source-collection strategy, analysis dimensions, and Person Profile structure.
3️⃣ More Agent hosts
The old version only ran in Claude Code. Distilly now supports native local Skill discovery across eight agent hosts.
Grok Bot preview: Grok Bot supports saved/private Skills, but its official docs do not describe direct local SKILL.md imports. Distilly's workflow can be migrated manually into a saved Skill; direct repo installation is not yet verified.
Each generated Person Profile is packaged as an Agent Skill and can be installed into any supported host.
🤖 Personal Agents
Distilly also targets the personal agents people now live with. Each one keeps its own memory and connected accounts, so a Person Profile is meant to carry over into them instead of starting from zero.
📦 Supported Data Sources
| Logo | Source | Messages | Docs / Wiki | Notes |
|---|---|---|---|---|
 | Lark (auto) | ✅ API | ✅ | Just enter a name, fully automatic |
 | DingTalk (auto) | ⚠️ Browser | ✅ | DingTalk API doesn't support message history |
 | Slack (auto) | ✅ API | — | Requires admin to install Bot; free plan limited to 90 days |
 | Public X posts | ✅ API | — | Optional, bounded celebrity research candidates through metered third-party service Xquik |
 | WeChat chat history | ✅ SQLite | — | Export first with WeChatMsg or PyWxDump |
| 📄 | PDF / Images / Screenshots | — | ✅ | Manual upload |
| Lark JSON export | ✅ | ✅ | Manual upload |
| ✉️ | Email .eml / .mbox | ✅ | — | Manual upload |
| 📝 | Markdown / direct paste | ✅ | ✅ | Manual input |
⚡ Install
🤖 For Agents
Open any supported local Agent host and send:
Install Distilly from
https://github.com/titanwings/distilly, then verify that this host can discover it.
The Agent installs Distilly as a Skill named distilly in the correct host directory.
👤 For Humans
Clone Distilly into the Skills directory used by your host:
git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>
Stars on GitHub
Momentum
- stars in total
- 26.5k
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@microsoftQuestions about colleague-skill.
Install it with the command on its page. It includes distilly. Its skills do not fire on their own yet. Free and open source.
- What is colleague-skill?
- titanwings/colleague-skill is a plugin of skills that distills a colleague, relationship, or celebrity into a reusable Person Profile, and sets up an owner profile for a personal agent. Use it to turn chat, email, Feishu, or Slack records into persona profiles.
- How do I install colleague-skill?
- Run these in Claude Code: npx -y skills add titanwings/distilly --agent claude-code. Then prompt normally.
- Does colleague-skill auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin.
- Is colleague-skill free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.
- Which coding agents can use colleague-skill's skills?
- colleague-skill installs in Claude Code, and its skills also install in Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI. Each skill's page has the install command. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.
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