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Distilly Roadmap

From Colleague Skill (colleague.skill) to Distilly — Distill people into reusable Skills for AI agents and compatible bots


We started with a simple idea: when a colleague leaves, their knowledge walks out the door. Can we keep it?

In two weeks, 13,000+ people gave us the answer.

But the community showed us this goes far beyond colleagues — you distilled professors, exes, yourselves, even fictional characters.

So we decided to evolve Colleague Skill (colleague.skill) into Distilly.

Anyone can become a reusable .skill for AI agents and compatible bots.


Last updated: 2026-08-23

Chinese · Spanish · German · Japanese · Russian · Portuguese · Korean

What's Done (v1.0)

Capability Status
/distilly creation workflow with family selection Done
Lark-compatible auto-collection (messages + docs + spreadsheets) Done
DingTalk auto-collection Done
Slack auto-collection Done
WeChat chat history (SQLite export) Done
Email / PDF / image / Markdown import Done
Work Skill + Persona dual-model architecture Done
Conversation corrections & incremental evolution Done
Version control & rollback Done
Community Gallery with 99+ skills Done

Current and Next

Phase 1 — Community Building

13k stars shouldn't just be a number. We want everyone to be part of this.

What you'll see:

  • GitHub Discussions — no more chatting in Issues, we'll have dedicated discussion spaces
  • CONTRIBUTING.md — clear contribution guide, beginner-friendly
  • good-first-issue labels — starter tasks for new contributors
  • v1.0.0 official release — first versioned Release, no more "just pull from main"
  • Public roadmap board — you're reading it now, but we'll also have a live GitHub Projects version

You can help: translate docs, submit your .skill, test on Windows, help triage Issues

Phase 2 — Distilly: Beyond Colleagues (core shipped)

Colleague Skill (colleague.skill) was the beginning. Distilly is the future.

Shipped:

  • /distilly universal entry — choose colleague, relationship, or celebrity, then distill anyone
  • Portable generated Skills — canonical {character}-{slug} names for supported agent hosts

Next additions:

  • Gallery category upgrade — Colleague / Celebrity / Relationship / Character / Self / Meta-Skill, browse by type
  • More data sources
    • WeCom (WeChat Work) support
    • iMessage auto-read
    • Windows compatibility fix

You can help: submit person-type requests, build new data source collectors, join Gallery design discussions

Phase 3 — Skill Ecosystem

When one person becomes a skill, can a group of people become a team?

We're exploring:

  • Multi-skill collaboration — /meeting @zhangsan @lisi @wangwu, three personas discuss a topic together
  • Relationship graph — define persona dynamics: who partners with whom, where the tension lies
  • One-click install — install community skills like plugins
  • Active evolution — skills periodically absorb new data sources, staying up to date

You can help: propose your ideal skill composition scenarios, join distribution mechanism design discussions

Phase 4 — Multimodal: Bring Them to Life

Right now, .skills can only talk. We want them to send photos, stickers, speak in their voice, and eventually make videos.

Step 1: Visual expression

  • Auto-send persona-style stickers and memes in conversation
  • Generate "life photos" in their style — what would they post today?
  • Each skill gets its own sticker pack and image assets

Step 2: Voice

  • Speak in their voice — clone from meeting recordings, voice messages
  • Send voice replies directly in chat

Step 3: Video (exploratory)

  • Short-form "a day in their life" generation
  • Digital human / animated avatar

You can help: share multimodal use case ideas, contribute sticker assets, test voice cloning

Get Involved

How Where
Submit your .skill Gallery PR
Discuss & propose GitHub Discussions (coming soon)
Chat in real time Discord
Report bugs Issue
Contribute code Look for good-first-issue labels, or just open a PR

We especially need:

  • Windows users — help us test and fix compatibility issues
  • Multilingual speakers — help translate documentation
  • Data source developers — build new collectors (WeCom, Notion, Google Docs...)
  • Designers — the Gallery and website need your eye

This roadmap belongs to the community. Priorities shift based on your feedback.

Have ideas? Come to Discord or start a Discussion.

Every .skill is a relationship continued.