#79 by GitHub stars

titanwings/distilly

Set up the owner profile so a personal agent knows who it works for (first-run setup, "get to know me"), or distill colleague, relationship, or celebrity source material into reusable Person Profiles for agents.

Engineering

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

`SKILL.md`

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 0afc45c29c36

No earlier version was observed for comparison.

Compare on GitHub

View on GitHub Add to my skills

Verified commit 0afc45c29c360ba7bc8260f1bb0bf34e9155f4fa

26.4kGitHub stars

199stars in 7 days

1skill in this repository

14commits in 30 days

Heat

6.6

Star growth, last 7 daysAhead of 79% of tracked repositories
Star growth, last 24 hoursAhead of 69% of tracked repositories
Rank movement, last 7 daysAhead of 74% of tracked repositories
Commits, last 30 daysAhead of 80% of tracked repositories
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Individual skills in this repository

distilly /

How it works

distilly

When your agent uses it

Set up the owner profile so a personal agent knows who it works for (first-run setup, "get to know me"), or distill colleague, relationship, or celebrity source material into reusable Person Profiles for agents.

What it loads into context

Frontmatter

91 tokens

Always available to the agent

SKILL.md

941 tokens

When the skill is activated

Reference documents

59,457 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

Route the request
Rules for every flow
Compatible hosts

Scripts executed separately

bin/distilly.mjs
package.json
tests/_paths.py
tests/e2e/owner_discovery/mock_mcp.py
tests/e2e/owner_discovery/setup.sh
tests/e2e/owner_discovery/turn.sh
tests/test_cli_lifecycle.py
tests/test_config_migration.py
tests/test_credentials.py
tests/test_install_claude_generated_skill.py
tests/test_install_distilly.py
tests/test_install_generated_skill.py
tests/test_install_openclaw_and_codex.py
tests/test_owner_profile.py
tests/test_owner_sources.py
tests/test_research_tools.py
tests/test_skill_entrypoint_docs.py
tests/test_skill_writer.py
tests/test_translation_sync.py
tests/test_xquik_public_posts.py
tools/credentials.py
tools/dingtalk_auto_collector.py
tools/email_parser.py
tools/feishu_auto_collector.py
tools/feishu_browser.py
tools/feishu_mcp_client.py
tools/feishu_parser.py
tools/hosts.py
tools/install_claude_generated_skill.py
tools/install_distilly.py
tools/install_generated_skill.py
tools/install_generated_skill_common.py
tools/owner_profile.py
tools/owner_sources.py
tools/research/__init__.py
tools/research/download_subtitles.sh
tools/research/merge_research.py
tools/research/quality_check.py
tools/research/srt_to_transcript.py
tools/research/transcribe_audio.py
tools/research/xquik_public_posts.py
tools/skill_presets.py
tools/skill_schema.py
tools/skill_writer.py
tools/slack_auto_collector.py
tools/version_manager.py

Files

.github/ISSUE_TEMPLATE/bug_report.mddoc753 bytes
.github/ISSUE_TEMPLATE/config.ymlasset310 bytes
.github/ISSUE_TEMPLATE/feature_request.mddoc503 bytes
.github/ISSUE_TEMPLATE/question.mddoc418 bytes
.github/PULL_REQUEST_TEMPLATE.mddoc978 bytes
.github/workflows/ci.ymlasset1,425 bytes
.github/workflows/publish-package.ymlasset551 bytes
.gitignoreasset395 bytes
.npmrcasset48 bytes
CITATION.cffasset1,135 bytes
CONTRIBUTING.mddoc4,509 bytes
INSTALL.mddoc21,058 bytes
INSTALL_EN.mddoc6,656 bytes
LICENSEasset1,067 bytes
README.mddoc19,682 bytes
ROADMAP.mddoc5,137 bytes
SKILL.mdcore3,857 bytes
SKILL.mdcore3,857 bytes
SKILL.mdcore3,857 bytes
bin/distilly.mjsruns5,691 bytes
docs/assets/hosts/README.mddoc1,624 bytes
docs/assets/hosts/claude-code-wordmark-dark.svgasset8,336 bytes
docs/assets/hosts/claude-code-wordmark-light.svgasset7,001 bytes
docs/assets/hosts/codex-mark-dark.pngasset43,917 bytes
docs/assets/hosts/codex-mark-light.pngasset41,633 bytes
docs/assets/hosts/deepseek-wordmark-dark.svgasset10,031 bytes
docs/assets/hosts/deepseek-wordmark-light.svgasset10,008 bytes
docs/assets/hosts/grok-build-mark-dark.pngasset11,344 bytes
docs/assets/hosts/grok-build-mark-light.pngasset11,626 bytes
docs/assets/hosts/hermes-agent-wordmark.pngasset12,333 bytes
docs/assets/hosts/meta-mark.svgasset1,339 bytes
docs/assets/hosts/openai-mark-dark.svgasset1,585 bytes
docs/assets/hosts/openai-mark-light.svgasset1,585 bytes
docs/assets/hosts/openclaw-wordmark-dark.svgasset65,099 bytes
docs/assets/hosts/openclaw-wordmark-light.svgasset65,160 bytes
docs/assets/hosts/opencode-wordmark-dark.svgasset1,077 bytes
docs/assets/hosts/opencode-wordmark-light.svgasset1,077 bytes
docs/assets/hosts/pi-mark.svgasset618 bytes
docs/assets/sources/README.mddoc602 bytes
docs/assets/sources/dingtalk-mark.jpgasset1,574 bytes
docs/assets/sources/lark-mark.pngasset3,875 bytes
docs/assets/sources/slack-mark.pngasset2,885 bytes
docs/assets/sources/wechat-mark.jpgasset4,193 bytes
docs/assets/sources/x-mark-dark.svgasset292 bytes
docs/assets/sources/x-mark-light.svgasset292 bytes
docs/lang/README_DE.mddoc2,009 bytes
docs/lang/README_ES.mddoc1,982 bytes
docs/lang/README_JA.mddoc2,299 bytes
docs/lang/README_KO.mddoc2,010 bytes
docs/lang/README_PT.mddoc1,975 bytes
docs/lang/README_RU.mddoc2,734 bytes
docs/lang/README_ZH.mddoc18,734 bytes
docs/social-preview.pngasset859,971 bytes
package.jsonruns1,029 bytes
prompts/celebrity/budget_unfriendly/audit.mddoc3,991 bytes
prompts/celebrity/budget_unfriendly/framework.mddoc7,544 bytes
prompts/celebrity/budget_unfriendly/persona_analyzer.mddoc3,395 bytes
prompts/celebrity/budget_unfriendly/persona_builder.mddoc3,375 bytes
prompts/celebrity/budget_unfriendly/synthesis.mddoc1,177 bytes
prompts/celebrity/budget_unfriendly/template.mddoc3,792 bytes
prompts/celebrity/budget_unfriendly/validation.mddoc1,293 bytes
prompts/celebrity/intake.mddoc5,316 bytes
prompts/celebrity/merger.mddoc6,995 bytes
prompts/celebrity/persona_analyzer.mddoc5,605 bytes
prompts/celebrity/persona_builder.mddoc6,253 bytes
prompts/celebrity/research.mddoc20,561 bytes
prompts/colleague/intake.mddoc5,425 bytes
prompts/colleague/merger.mddoc2,502 bytes
prompts/colleague/persona_analyzer.mddoc8,879 bytes
prompts/colleague/persona_builder.mddoc5,231 bytes
prompts/flows/celebrity_research.mddoc10,271 bytes
prompts/flows/create.mddoc7,923 bytes
prompts/flows/evolve.mddoc2,506 bytes
prompts/flows/manage.mddoc680 bytes
prompts/flows/owner.mddoc2,199 bytes
prompts/flows/sources.mddoc11,886 bytes
prompts/owner/intake.mddoc5,565 bytes
prompts/owner/profile_builder.mddoc2,514 bytes
prompts/relationship/intake.mddoc2,237 bytes
prompts/relationship/merger.mddoc1,087 bytes
prompts/relationship/persona_analyzer.mddoc1,974 bytes
prompts/relationship/persona_builder.mddoc1,777 bytes
prompts/shared/correction_handler.mddoc3,334 bytes
prompts/shared/work_analyzer.mddoc5,471 bytes
prompts/shared/work_builder.mddoc2,661 bytes
requirements-optional.txtdoc518 bytes
requirements.txtdoc118 bytes
ruff.tomlasset130 bytes
tests/_paths.pyruns302 bytes
tests/e2e/owner_discovery/.gitignoreasset54 bytes
tests/e2e/owner_discovery/README.mddoc1,245 bytes
tests/e2e/owner_discovery/mock_mcp.pyruns5,047 bytes
tests/e2e/owner_discovery/setup.shruns545 bytes
tests/e2e/owner_discovery/turn.shruns1,028 bytes
tests/test_cli_lifecycle.pyruns22,964 bytes
tests/test_config_migration.pyruns1,588 bytes
tests/test_credentials.pyruns5,153 bytes
tests/test_install_claude_generated_skill.pyruns3,292 bytes
tests/test_install_distilly.pyruns7,755 bytes
tests/test_install_generated_skill.pyruns4,391 bytes
tests/test_install_openclaw_and_codex.pyruns5,279 bytes
tests/test_owner_profile.pyruns9,922 bytes
tests/test_owner_sources.pyruns5,990 bytes
tests/test_research_tools.pyruns8,730 bytes
tests/test_skill_entrypoint_docs.pyruns16,621 bytes
tests/test_skill_writer.pyruns32,745 bytes
tests/test_translation_sync.pyruns3,757 bytes
tests/test_xquik_public_posts.pyruns8,789 bytes
tools/credentials.pyruns7,464 bytes
tools/dingtalk_auto_collector.pyruns28,711 bytes
tools/email_parser.pyruns10,054 bytes
tools/feishu_auto_collector.pyruns39,979 bytes
tools/feishu_browser.pyruns12,837 bytes
tools/feishu_mcp_client.pyruns11,794 bytes
tools/feishu_parser.pyruns7,593 bytes
tools/hosts.jsonasset1,027 bytes
tools/hosts.pyruns1,431 bytes
tools/install_claude_generated_skill.pyruns3,724 bytes
tools/install_distilly.pyruns3,422 bytes
tools/install_generated_skill.pyruns1,539 bytes
tools/install_generated_skill_common.pyruns4,022 bytes
tools/owner_profile.pyruns11,589 bytes
tools/owner_sources.pyruns13,268 bytes
tools/research/__init__.pyruns72 bytes
tools/research/download_subtitles.shruns887 bytes
tools/research/merge_research.pyruns10,247 bytes
tools/research/quality_check.pyruns10,481 bytes
tools/research/srt_to_transcript.pyruns2,805 bytes
tools/research/transcribe_audio.pyruns10,161 bytes
tools/research/xquik_public_posts.pyruns14,690 bytes
tools/skill_presets.pyruns12,630 bytes
tools/skill_schema.pyruns16,064 bytes
tools/skill_writer.pyruns25,709 bytes
tools/slack_auto_collector.pyruns26,220 bytes
tools/version_manager.pyruns7,985 bytes

Read SKILL.md


> **Language**: These instructions are written in English. Detect the user's language from their first message and reply to the user in that language throughout.

> **Skill Root**: Before reading a bundled prompt or running a bundled script, resolve the absolute directory of the `SKILL.md` that the host actually loaded. In the instructions below, `{distilly_skill_root}` means that exact directory. Claude Code exposes it as `${CLAUDE_SKILL_DIR}`; on every other host, use the loaded-skill path supplied by that host's discovery context. Do not assume the shell's current working directory is the Skill root, and do not guess or hard-code an install path. If the host does not expose the loaded path or more than one Distilly installation is ambiguous, ask the user to identify the active installation before running code.
>
> Keep the shell in the user's current workspace so relative output paths such as `./skills/...` remain project-local. Resolve every `tools/...` and `prompts/...` resource against `{distilly_skill_root}`. For example, run `tools/owner_profile.py` as `python3 "{distilly_skill_root}/tools/owner_profile.py"`; replace the placeholder with the resolved absolute path in the actual tool call.

# Distilly Creator

> Distilly was formerly **Colleague Skill / colleague-skill**. The current Skill frontmatter name and creator entrypoint are both `distilly`.

## Route the request

Read only the flow file the request needs, then follow it.

View the complete source on GitHub

Skills included

distilly

Repository facts

License: MIT
Created: Mar 30, 2026
Last pushed: Oct 13, 2026
Forks: 2,248
Open issues: 21
Project activity: Active

Rank over the last 12 weeks

Now #79 · best #70 · same as 30 days ago

#79 from Oct 23 to Oct 24
#80 on Oct 25
#78 from Oct 28 to Oct 29
#79 from Oct 30 to Oct 31
#78 from Nov 1 to Nov 3
#79 since Nov 4

18 earlier periods

#72 on Aug 2
#72 on Aug 7
#73 on Aug 8
#74 from Aug 9 to Aug 11
#75 on Aug 12
#72 from Aug 13 to Aug 15
#71 on Aug 16
#70 from Aug 17 to Aug 19
#71 from Aug 20 to Aug 21
#72 from Aug 22 to Aug 24
#73 from Aug 25 to Aug 26
#74 from Aug 27 to Sep 2
#75 from Sep 3 to Sep 10
#76 from Sep 11 to Sep 13
#77 from Sep 14 to Oct 3
#78 from Oct 4 to Oct 5
#79 from Oct 6 to Oct 8
#78 from Oct 9 to Oct 22

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 2, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 14 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
docs/assets/hosts/openclaw-wordmark-dark.svg:107 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-dark.svg:105 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-dark.svg:106 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-dark.svg:115 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-dark.svg:113 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-dark.svg:114 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:107 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:105 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:106 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:115 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:113 Analysis incomplete: physical or joined line exceeds character limit
docs/assets/hosts/openclaw-wordmark-light.svg:114 Analysis incomplete: physical or joined line exceeds character limit

1 broad permissionin 1 file: SKILL.md:1
5 dangerous shell commandsin 4 files: tests/e2e/owner_discovery/setup.sh:5 INSTALL.md:363 INSTALL_EN.md:163 and 1 more
360 network referencesin 48 files: README.md:15 docs/lang/README_ZH.md:15 INSTALL.md:32 and 45 more
2 obfuscation signalsin 1 file: tools/research/xquik_public_posts.py:78
No instruction overrides
46 executable scriptsin 46 files: bin/distilly.mjs:1 package.json:1 tests/_paths.py:1 and 43 more
116 references to secretsin 23 files: tools/feishu_auto_collector.py:8 prompts/flows/sources.md:17 tools/research/xquik_public_posts.py:20 and 20 more
No requests to vote in Hot

Show all 530 signals by file

`.github/ISSUE_TEMPLATE/config.yml`

Network accessline 2

contact_links:   - name: 💬 Discord community     url: https://discord.gg/NVX66RxWZv

Network accessline 3

- name: 💬 Discord community     url: https://discord.gg/NVX66RxWZv     about: Chat, ask quick questions, and share skills.

Network accessline 4
```
url: https://discord.gg/NVX66RxWZv
```

Network accessline 5

about: Chat, ask quick questions, and share skills.   - name: 🖼<U+FE0F> Skill gallery     url: https://titanwings.github.io/colleague-skill-site/

Network accessline 6

- name: 🖼<U+FE0F> Skill gallery     url: https://titanwings.github.io/colleague-skill-site/     about: Browse or submit a community skill.

Network accessline 7

url: https://titanwings.github.io/colleague-skill-site/

`.github/ISSUE_TEMPLATE/question.md`

Network accessline 12

- README.md / INSTALL.md / SKILL.md - Existing issues and discussions - Discord: https://discord.gg/NVX66RxWZv

Network accessline 13

- Existing issues and discussions - Discord: https://discord.gg/NVX66RxWZv -->

Network accessline 14

- Discord: https://discord.gg/NVX66RxWZv

`.github/workflows/publish-package.yml`

Network accessline 17

with:           node-version: "20"           registry-url: https://npm.pkg.github.com

Network accessline 18

node-version: "20"           registry-url: https://npm.pkg.github.com           scope: "@titanwings"

Network accessline 19

registry-url: https://npm.pkg.github.com

Access to secretsline 28
```
[Credential-related source omitted]
```

`.npmrc`

Network accessline 1

@titanwings:registry=https://npm.pkg.github.com

`CITATION.cff`

Network accessline 14

given-names: Xia license: MIT repository-code: "https://github.com/titanwings/distilly"

Network accessline 15

license: MIT repository-code: "https://github.com/titanwings/distilly" url: "https://github.com/titanwings/distilly"

Network accessline 16

repository-code: "https://github.com/titanwings/distilly"

Network accessline 17

url: "https://github.com/titanwings/distilly"

Network accessline 32

year: 2026   date-released: "2026-05-29"   url: "https://arxiv.org/abs/2605.31264"

Network accessline 33

date-released: "2026-05-29"   url: "https://arxiv.org/abs/2605.31264"   identifiers:

Network accessline 34
```
url: "https://arxiv.org/abs/2605.31264"
```

`CONTRIBUTING.md`

Network accessline 13

- **Translate docs** — see `docs/lang/` for existing languages - **Add a data source collector** — e.g. `tools/slack_auto_collector.py` is a reference implementation - **Submit a community skill** — submit to the [gallery](https://titanwing

Network accessline 14

- **Add a data source collector** — e.g. `tools/slack_auto_collector.py` is a reference implementation - **Submit a community skill** — submit to the [gallery](https://titanwings.github.io/colleague-skill-site/) - **Improve prompts** — file

Network accessline 15

- **Submit a community skill** — submit to the [gallery](https://titanwings.github.io/colleague-skill-site/)

Network accessline 23

git clone https://github.com/titanwings/distilly.git distilly

Network accessline 52

Follow [Conventional Commits](https://www.conventionalcommits.org/):

Network accessline 106

- [💬 Discord](https://discord.gg/NVX66RxWZv) — main chat

Network accessline 107

- [GitHub Discussions](https://github.com/titanwings/distilly/discussions) — long-form Q&A and design threads

Network accessline 108

- [Skill gallery](https://titanwings.github.io/colleague-skill-site/) — browse and submit skills

`INSTALL.md`

Network accessline 32

本项目遵循官方 [AgentSkills](https://agentskills.io) 标准，整个 repo 就是 skill 目录。克隆到 Claude skills 目录即可：

Network accessline 38

# 方式 1：安装到当前项目 mkdir -p .claude/skills git clone https://github.com/titanwings/distilly .claude/skills/distilly

Network accessline 40

git clone https://github.com/titanwings/distilly .claude/skills/distilly

Network accessline 42

# 方式 2：安装到全局（所有项目都能用） git clone https://github.com/titanwings/distilly ~/.claude/skills/distilly

Network accessline 43

git clone https://github.com/titanwings/distilly ~/.claude/skills/distilly

Network accessline 131

git clone https://github.com/titanwings/distilly ~/.openclaw/workspace/skills/distilly

Network accessline 174

git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly

Network accessline 186

# 方式 1：安装到当前项目 mkdir -p .dsh/skills git clone https://github.com/titanwings/distilly .dsh/skills/distilly

Network accessline 188

git clone https://github.com/titanwings/distilly .dsh/skills/distilly

Network accessline 190

# 方式 2：安装到全局（所有项目都能用） mkdir -p ~/.dsh/skills git clone https://github.com/titanwings/distilly ~/.dsh/skills/distilly

Network accessline 192

git clone https://github.com/titanwings/distilly ~/.dsh/skills/distilly

Network accessline 203

> 这里的 Pi 是 [pi.dev](https://pi.dev/docs/latest/skills) 的 coding agent。

Network accessline 206

# Pi 专用的用户目录 mkdir -p ~/.pi/agent/skills git clone https://github.com/titanwings/distilly ~/.pi/agent/skills/distilly

Network accessline 208

git clone https://github.com/titanwings/distilly ~/.pi/agent/skills/distilly

Network accessline 210

# 或使用多宿主共享目录 mkdir -p ~/.agents/skills git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly

Network accessline 212

git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly

Network accessline 224

# Grok 专用的用户目录 mkdir -p ~/.grok/skills git clone https://github.com/titanwings/distilly ~/.grok/skills/distilly

Network accessline 226

git clone https://github.com/titanwings/distilly ~/.grok/skills/distilly

Network accessline 228

# 或使用多宿主共享目录 mkdir -p ~/.agents/skills git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly

Network accessline 230

git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly

Network accessline 244

# 用户级 git clone https://github.com/titanwings/distilly ~/.config/opencode/skills/distilly

Network accessline 245

git clone https://github.com/titanwings/distilly ~/.config/opencode/skills/distilly

Network accessline 247

# 项目级 mkdir -p .opencode/skills git clone https://github.com/titanwings/distilly .opencode/skills/distilly

Network accessline 249

git clone https://github.com/titanwings/distilly .opencode/skills/distilly

Network accessline 252

生成的人物 Skill 使用 `install_generated_skill.py --host opencode` 安装；项目级安装追加 `--skills-dir .opencode/skills`。目录规则见 [OpenCode Agent Skills](https://opencode.ai/docs/skills)。

Access to secretsline 294
```
[Credential-related source omitted]
```
Access to secretsline 300
```
[Credential-related source omitted]
```

Network accessline 319

python3 tools/feishu_browser.py \   --url "https://xxx.feishu.cn/wiki/xxx" \

Network accessline 320

--url "https://xxx.feishu.cn/wiki/xxx" \

Dangerous shell operationline 363
```
rm "/tmp/distilly-x-public-posts.json"
```
Access to secretsline 366
```
[Credential-related source omitted]
```

Network accessline 388

1. 前往 [https://api.slack.com/apps](https://api.slack.com/apps) → **Create New App**

`INSTALL_EN.md`

Network accessline 12

git clone https://github.com/titanwings/distilly <TARGET>

Access to secretsline 128
```
[Credential-related source omitted]
```
Access to secretsline 130
```
[Credential-related source omitted]
```
Dangerous shell operationline 163
```
rm "/tmp/distilly-x-public-posts.json"
```
Access to secretsline 166
```
[Credential-related source omitted]
```

`README.md`

Network accessline 15

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)

Network accessline 16

[![Python 3.9+](https://img.shields.io/badge/Python-3.9%2B-blue.svg)](https://python.org)

Network accessline 17

[![AgentSkills](https://img.shields.io/badge/AgentSkills-Standard-green)](https://agentskills.io)

Network accessline 18

[![Stars](https://img.shields.io/github/stars/titanwings/colleague-skill?style=social)](https://github.com/titanwings/distilly/stargazers)

Network accessline 20

[![Discord](https://img.shields.io/badge/Discord-Join%20Community-5865F2?logo=discord&logoColor=white)](https://discord.gg/NVX66RxWZv)

Network accessline 48

[🆕 What Distilly does](#-what-distilly-does-today) · [📦 Data Sources](#-supported-data-sources) · [⚡ Install](#-install) · [🚀 Usage](#-usage) · [✨ Demo](#-demo) · [📝 Citation](#-citation) · [💬 Discord](https://discord.gg/NVX66RxWZv)

Network accessline 66

> 📝 **2026.06.01 Update** — **[The COLLEAGUE.SKILL technical report](https://arxiv.org/pdf/2605.31264) is now available**. The most rewarding part was not simply publishing a paper, but seeing the community grow the gallery to 215 skills co

Network accessline 68

> 🗺<U+FE0F> **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](ROADMAP.md)** · **[💬 Discord](https://discord.gg/NVX66R

Network accessline 70

> 🌐 **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](https://titanwings.github.io/colleague-skill-site/)**

Network accessline 74

Created by [@titanwings](https://github.com/titanwings)

Network accessline 116

<table> <tr> <td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/claude-code-wordmark-dark.svg"><img src="docs/assets/hosts/claude-code-wordmark-lig

Network accessline 117

<tr> <td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/claude-code-wordmark-dark.svg"><img src="docs/assets/hosts/claude-code-wordmark-light.svg"

Network accessline 118

<td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/claude-code-wordmark-dark.svg"><img src="docs/assets/hosts/claude-code-wordmark-light.svg" alt="

Network accessline 119

<td align="center" width="25%"><a href="https://github.com/NousResearch/hermes-agent"><img src="docs/assets/hosts/hermes-agent-wordmark.png" alt="Hermes Agent" height="32"></a></td>

Network accessline 120

<td align="center" width="25%"><a href="https://github.com/openclaw/openclaw"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/openclaw-wordmark-dark.svg"><img src="docs/assets/hosts/openclaw-wordmark-light.sv

Network accessline 121

<td align="center" width="25%"><a href="https://github.com/openai/codex" title="Codex"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/codex-mark-dark.png"><img src="docs/assets/hosts/codex-mark-light.png" al

Network accessline 122

</tr> <tr> <td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/deepseek-wordmark-dark.svg"><img src="docs/assets/hosts/deep

Network accessline 123

<tr> <td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/deepseek-wordmark-dark.svg"><img src="docs/assets/hosts/deepseek-w

Network accessline 124

<td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/deepseek-wordmark-dark.svg"><img src="docs/assets/hosts/deepseek-wordma

Network accessline 125

<td align="center" width="25%"><a href="https://pi.dev/docs/latest/skills"><img src="docs/assets/hosts/pi-mark.svg" alt="Pi coding agent" height="46"></a></td>

Network accessline 126

<td align="center" width="25%"><a href="https://docs.x.ai/build/features/skills-plugins-marketplaces"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/grok-build-mark-dark.png"><img src="docs/assets/hosts/grok

Network accessline 127

<td align="center" width="25%"><a href="https://opencode.ai/docs/skills"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/opencode-wordmark-dark.svg"><img src="docs/assets/hosts/opencode-wordmark-light.svg" al

Network accessline 141

<table> <tr> <td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/grok-build-mark-dark.png"><img src="docs/assets/hosts/grok-build-mark-light.png" alt="Grok Bo

Network accessline 142

<tr> <td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/grok-build-mark-dark.png"><img src="docs/assets/hosts/grok-build-mark-light.png" alt="Grok Bot" heigh

Network accessline 143

<td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/grok-build-mark-dark.png"><img src="docs/assets/hosts/grok-build-mark-light.png" alt="Grok Bot" height="46

Network accessline 144

<td align="center" width="20%"><a href="https://www.meta.ai"><img src="docs/assets/hosts/meta-mark.svg" alt="Meta Muse" height="40"></a><br><b>Meta Muse</b><br><sub>profile handoff · planned</sub></td>

Network accessline 145

<td align="center" width="20%"><a href="https://openai.com"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/openai-mark-dark.svg"><img src="docs/assets/hosts/openai-mark-light.svg" alt="OpenAI Dots" height="4

Network accessline 146

<td align="center" width="20%"><a href="https://github.com/openclaw/openclaw"><picture><source media="(prefers-color-scheme: dark)" srcset="docs/assets/hosts/openclaw-wordmark-dark.svg"><img src="docs/assets/hosts/openclaw-wordmark-light.sv

Network accessline 147

<td align="center" width="20%"><a href="https://github.com/NousResearch/hermes-agent"><img src="docs/assets/hosts/hermes-agent-wordmark.png" alt="Hermes Agent" height="32"></a><br><sub>native Skill</sub></td>

Network accessline 175

> Install Distilly from `https://github.com/titanwings/distilly`, then verify that this host can discover it.

Network accessline 184

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 219

> Six-dimension research: works · interviews · decisions · expression DNA · external evaluations · timeline<br> > Case adapted from community work [alchaincyf/karpathy-skill](https://github.com/alchaincyf/karpathy-skill)

Network accessline 220

> Case adapted from community work [alchaincyf/karpathy-skill](https://github.com/alchaincyf/karpathy-skill)

Network accessline 269

📚 More real-world cases in the **[community gallery](https://titanwings.github.io/colleague-skill-site/)** — 100+ skills and counting

Network accessline 317

> **[COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation](https://arxiv.org/pdf/2605.31264)** ([arXiv](https://arxiv.org/abs/2605.31264) · [arXiv PDF](https://arxiv.org/pdf/2605.31264))

Network accessline 333

archivePrefix = {arXiv},   primaryClass = {cs.AI},   url          = {https://arxiv.org/abs/2605.31264}

Network accessline 334

primaryClass = {cs.AI},   url          = {https://arxiv.org/abs/2605.31264} }

Network accessline 335

url          = {https://arxiv.org/abs/2605.31264}

Network accessline 345

<a href="https://star-history.dera.page/#titanwings/colleague-skill&type=date&legend=top-left">

Network accessline 346

<picture>    <source media="(prefers-color-scheme: dark)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&theme=dark&legend=top-left" />    <source media="(prefers-color-scheme: light)" srcset="https://star-

Network accessline 347

<source media="(prefers-color-scheme: dark)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&theme=dark&legend=top-left" />

Network accessline 348

<source media="(prefers-color-scheme: light)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&legend=top-left" />

Network accessline 349

<img alt="Star History Chart" src="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&legend=top-left" />

Network accessline 357

**MIT License** © [titanwings](https://github.com/titanwings)

`ROADMAP.md`

Network accessline 39

| Conversation corrections & incremental evolution | Done | | Version control & rollback | Done | | [Community Gallery](https://titanwings.github.io/colleague-skill-site/) with 99+ skills | Done |

Network accessline 41

| [Community Gallery](https://titanwings.github.io/colleague-skill-site/) with 99+ skills | Done |

Network accessline 122

| How | Where | |-----|-------| | Submit your .skill | [Gallery PR](https://titanwings.github.io/colleague-skill-site/) |

Network accessline 123

|-----|-------| | Submit your .skill | [Gallery PR](https://titanwings.github.io/colleague-skill-site/) | | Discuss & propose | [GitHub Discussions](https://github.com/titanwings/distilly/discussions) (coming soon) |

Network accessline 124

| Submit your .skill | [Gallery PR](https://titanwings.github.io/colleague-skill-site/) |

Network accessline 125

| Discuss & propose | [GitHub Discussions](https://github.com/titanwings/distilly/discussions) (coming soon) |

Network accessline 126

| Chat in real time | [Discord](https://discord.gg/NVX66RxWZv) |

Network accessline 127

| Report bugs | [Issue](https://github.com/titanwings/distilly/issues/new) |

Network accessline 142

Have ideas? Come to [Discord](https://discord.gg/NVX66RxWZv) or start a Discussion.

`SKILL.md`

Broad permissionsline 1
```
Read, Write, Edit, Bash
```

`bin/distilly.mjs`

Executable scriptline 1
```
#!/usr/bin/env node
```

`docs/assets/hosts/README.md`

Network accessline 7

| Asset | Official source | |---|---| | Claude Code | [Anthropic press kit](https://www.anthropic.com/press-kit) |

Network accessline 8

|---|---| | Claude Code | [Anthropic press kit](https://www.anthropic.com/press-kit) | | Hermes Agent | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent/blob/main/website/static/img/hermes-agent-banner.png) |

Network accessline 9

| Claude Code | [Anthropic press kit](https://www.anthropic.com/press-kit) |

Network accessline 10

| Hermes Agent | [NousResearch/hermes-agent](https://github.com/NousResearch/hermes-agent/blob/main/website/static/img/hermes-agent-banner.png) |

Network accessline 11

| OpenClaw | [openclaw/openclaw](https://github.com/openclaw/openclaw/tree/d74a12264aa5fb0598605e8f04e1864b7239ddd5/docs/assets) |

Network accessline 12

| Codex | Resized from the Codex product icons bundled with the official ChatGPT desktop app; see [OpenAI's Codex documentation](https://learn.chatgpt.com/docs/codex) |

Network accessline 13

| DeepSeek Harness | [deepseek-ai/deepseek-harness](https://github.com/deepseek-ai/deepseek-harness/blob/master/website/public/wordmark.svg) |

Network accessline 14

| Pi coding agent | [Pi press kit](https://pi.dev/press-kit) |

Network accessline 15

| Grok Build / Grok Bot | [xai-org/grok-build](https://github.com/xai-org/grok-build) |

Network accessline 16

| Meta (Meta Muse) | [Simple Icons](https://simpleicons.org/?q=meta) `meta.svg` (CC0), filled with Meta blue |

Network accessline 17

| OpenAI (OpenAI Dots) | [Simple Icons](https://simpleicons.org/?q=openai) `openai.svg` (CC0), black for light mode and white for dark mode |

Network accessline 18

| OpenCode | [anomalyco/opencode](https://github.com/anomalyco/opencode/tree/dev/packages/console/app/src/asset) |

`docs/assets/hosts/claude-code-wordmark-dark.svg`

Network accessline 1

<?xml version="1.0" encoding="UTF-8"?> <svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 8192 2000">

Network accessline 2

<svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 8192 2000">

`docs/assets/hosts/claude-code-wordmark-light.svg`

Network accessline 1

<?xml version="1.0" encoding="UTF-8"?> <svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 14552 2000">

Network accessline 2

<svg id="Layer_1" xmlns="http://www.w3.org/2000/svg" version="1.1" viewBox="0 0 14552 2000">

`docs/assets/hosts/deepseek-wordmark-dark.svg`

Network accessline 1

<svg xmlns="http://www.w3.org/2000/svg" width="143" height="23" viewBox="0 0 143 23" fill="none" style="color: #ffffff">

`docs/assets/hosts/deepseek-wordmark-light.svg`

Network accessline 1

<svg xmlns="http://www.w3.org/2000/svg" width="143" height="23" viewBox="0 0 143 23" fill="none">

`docs/assets/hosts/meta-mark.svg`

Network accessline 1

<svg fill="#0467DF" role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>Meta</title><path d="M6.915 4.03c-1.968 0-3.683 1.28-4.871 3.113C.704 9.208 0 11.883 0 14.449c0 .706.07 1.369.21 1.973a6.624 6.624 0 0 0 .265.86 5.

`docs/assets/hosts/openai-mark-dark.svg`

Network accessline 1

<svg fill="#FFFFFF" role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M22.2819 9.8211a5.9847 5.9847 0 0 0-.5157-4.9108 6.0462 6.0462 0 0 0-6.5098-2.9A6.0651 6.0651 0 0 0 4.9807 4.1818a5.9847 5.9

`docs/assets/hosts/openai-mark-light.svg`

Network accessline 1

<svg fill="#000000" role="img" viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg"><title>OpenAI</title><path d="M22.2819 9.8211a5.9847 5.9847 0 0 0-.5157-4.9108 6.0462 6.0462 0 0 0-6.5098-2.9A6.0651 6.0651 0 0 0 4.9807 4.1818a5.9847 5.9

`docs/assets/hosts/openclaw-wordmark-dark.svg`

Network accessline 1

<?xml version="1.0" encoding="UTF-8" standalone="no"?> <!-- Created with Inkscape (http://www.inkscape.org/) -->

Network accessline 2

<!-- Created with Inkscape (http://www.inkscape.org/) -->

Network accessline 13

inkscape:export-xdpi="173.73264"    inkscape:export-ydpi="173.73264"    xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"

Network accessline 14

inkscape:export-ydpi="173.73264"    xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"    xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"

Network accessline 15

xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"

Network accessline 16

xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"

Network accessline 17
```
xmlns="http://www.w3.org/2000/svg"
```
Network accessline 18
```
xmlns:svg="http://www.w3.org/2000/svg">
```

`docs/assets/hosts/openclaw-wordmark-light.svg`

Network accessline 1

<?xml version="1.0" encoding="UTF-8" standalone="no"?> <!-- Created with Inkscape (http://www.inkscape.org/) -->

Network accessline 2

<!-- Created with Inkscape (http://www.inkscape.org/) -->

Network accessline 13

inkscape:export-xdpi="173.73264"    inkscape:export-ydpi="173.73264"    xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"

Network accessline 14

inkscape:export-ydpi="173.73264"    xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"    xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"

Network accessline 15

xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"

Network accessline 16

xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"

Network accessline 17
```
xmlns="http://www.w3.org/2000/svg"
```
Network accessline 18
```
xmlns:svg="http://www.w3.org/2000/svg">
```

`docs/assets/hosts/opencode-wordmark-dark.svg`

Network accessline 1

<svg width="234" height="42" viewBox="0 0 234 42" fill="none" xmlns="http://www.w3.org/2000/svg">

`docs/assets/hosts/opencode-wordmark-light.svg`

Network accessline 1

<svg width="234" height="42" viewBox="0 0 234 42" fill="none" xmlns="http://www.w3.org/2000/svg">

`docs/assets/hosts/pi-mark.svg`

Network accessline 1

<?xml version="1.0" encoding="UTF-8"?> <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 800">

Network accessline 2

<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 800">

`docs/assets/sources/README.md`

Network accessline 6

| Asset | Source | |---|---| | Lark | [Lark Suite on GitHub](https://github.com/larksuite) |

Network accessline 7

|---|---| | Lark | [Lark Suite on GitHub](https://github.com/larksuite) | | DingTalk | [Open DingTalk on GitHub](https://github.com/open-dingtalk) |

Network accessline 8

| Lark | [Lark Suite on GitHub](https://github.com/larksuite) |

Network accessline 9

| DingTalk | [Open DingTalk on GitHub](https://github.com/open-dingtalk) |

Network accessline 10

| Slack | [Slack API on GitHub](https://github.com/slackapi) |

Network accessline 11

| X | [Simple Icons: X](https://github.com/simple-icons/simple-icons/blob/develop/icons/x.svg) |

Network accessline 12

| WeChat | [WeChat on the App Store](https://apps.apple.com/app/wechat/id414478124) |

`docs/assets/sources/x-mark-dark.svg`

Network accessline 1

<svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg">

`docs/assets/sources/x-mark-light.svg`

Network accessline 1

<svg viewBox="0 0 24 24" xmlns="http://www.w3.org/2000/svg">

`docs/lang/README_DE.md`

Network accessline 27

> Installiere Distilly von `https://github.com/titanwings/distilly` und prüfe, ob dieser Host es findet.

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [Installationsanleitung](../../INSTALL_EN.md) · [Roadmap](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_ES.md`

Network accessline 27

> Instala Distilly desde `https://github.com/titanwings/distilly` y comprueba que este host lo detecta.

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [Guía de instalación](../../INSTALL_EN.md) · [Hoja de ruta](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_JA.md`

Network accessline 27

> `https://github.com/titanwings/distilly` から Distilly をインストールし、このホストで認識されるか確認して。

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [インストールガイド](../../INSTALL_EN.md) · [ロードマップ](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_KO.md`

Network accessline 27

> `https://github.com/titanwings/distilly`에서 Distilly를 설치하고 이 호스트가 인식하는지 확인해 줘.

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [설치 가이드](../../INSTALL_EN.md) · [로드맵](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_PT.md`

Network accessline 27

> Instale o Distilly a partir de `https://github.com/titanwings/distilly` e verifique se este host o encontra.

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [Guia de instalação](../../INSTALL_EN.md) · [Roadmap](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_RU.md`

Network accessline 27

> Установи Distilly из `https://github.com/titanwings/distilly` и проверь, что этот хост его видит.

Network accessline 32

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 41

[README](../../README.md) · [Руководство по установке](../../INSTALL_EN.md) · [Дорожная карта](../../ROADMAP.md) · [Discord](https://discord.gg/NVX66RxWZv)

Network accessline 47

**MIT License** © [titanwings](https://github.com/titanwings)

`docs/lang/README_ZH.md`

Network accessline 15

[![Discord](https://img.shields.io/badge/Discord-加入社区-5865F2?logo=discord&logoColor=white)](https://discord.gg/NVX66RxWZv)

Network accessline 16

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](../../LICENSE)

Network accessline 17

[![Python 3.9+](https://img.shields.io/badge/Python-3.9%2B-blue.svg)](https://python.org)

Network accessline 18

[![AgentSkills](https://img.shields.io/badge/AgentSkills-Standard-green)](https://agentskills.io)

Network accessline 19

[![Stars](https://img.shields.io/github/stars/titanwings/colleague-skill?style=social)](https://github.com/titanwings/distilly/stargazers)

Network accessline 47

[🆕 Distilly 能做什么](#-distilly-现在能做什么) · [📦 数据来源](#-支持的数据来源) · [⚡ 安装](#-安装) · [🚀 使用](#-使用) · [✨ 效果示例](#-效果示例) · [📝 引用](#-引用) · [💬 Discord](https://discord.gg/NVX66RxWZv)

Network accessline 65

> 📝 **2026.06.01 更新** — **[COLLEAGUE.SKILL 技术报告](https://arxiv.org/pdf/2605.31264) 已上线**；这次最开心的不只是发了篇 paper，而是社区一起把 gallery 推到 215 个 skills、165 位贡献者和 100k+ skill-card 累计 stars，论文 Acknowledgements 也专门收录并感谢了所有社区贡献者。

Network accessline 67

> 🗺<U+FE0F> **2026.04.13** — **Distilly 路线图正式发布！** 项目从原 Colleague Skill 走向更通用的目标：把人物蒸馏成可供 Agent 复用的 Skill。 👉 **[完整路线图](../../ROADMAP.md)** · **[💬 Discord](https://discord.gg/NVX66RxWZv)**

Network accessline 69

> 🌐 **2026.04.07** — 社区平台上线！任何 skill / meta-skill 可直接给自己的 GitHub repo 引流，没有中间商。 👉 **[titanwings.github.io/colleague-skill-site](https://titanwings.github.io/colleague-skill-site/)**

Network accessline 73

Created by [@titanwings](https://github.com/titanwings)

Network accessline 115

<table> <tr> <td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/claude-code-wordmark-dark.svg"><img src="../assets/hosts/claude-code-wordmark-light.s

Network accessline 116

<tr> <td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/claude-code-wordmark-dark.svg"><img src="../assets/hosts/claude-code-wordmark-light.svg" alt=

Network accessline 117

<td align="center" width="25%"><a href="https://claude.ai/code"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/claude-code-wordmark-dark.svg"><img src="../assets/hosts/claude-code-wordmark-light.svg" alt="Clau

Network accessline 118

<td align="center" width="25%"><a href="https://github.com/NousResearch/hermes-agent"><img src="../assets/hosts/hermes-agent-wordmark.png" alt="Hermes Agent" height="32"></a></td>

Network accessline 119

<td align="center" width="25%"><a href="https://github.com/openclaw/openclaw"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/openclaw-wordmark-dark.svg"><img src="../assets/hosts/openclaw-wordmark-light.svg" a

Network accessline 120

<td align="center" width="25%"><a href="https://github.com/openai/codex" title="Codex"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/codex-mark-dark.png"><img src="../assets/hosts/codex-mark-light.png" alt="C

Network accessline 121

</tr> <tr> <td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/deepseek-wordmark-dark.svg"><img src="../assets/hosts/deepseek

Network accessline 122

<tr> <td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/deepseek-wordmark-dark.svg"><img src="../assets/hosts/deepseek-wordm

Network accessline 123

<td align="center" width="25%"><a href="https://github.com/deepseek-ai/deepseek-harness"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/deepseek-wordmark-dark.svg"><img src="../assets/hosts/deepseek-wordmark-l

Network accessline 124

<td align="center" width="25%"><a href="https://pi.dev/docs/latest/skills"><img src="../assets/hosts/pi-mark.svg" alt="Pi coding agent" height="46"></a></td>

Network accessline 125

<td align="center" width="25%"><a href="https://docs.x.ai/build/features/skills-plugins-marketplaces"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/grok-build-mark-dark.png"><img src="../assets/hosts/grok-bui

Network accessline 126

<td align="center" width="25%"><a href="https://opencode.ai/docs/skills"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/opencode-wordmark-dark.svg"><img src="../assets/hosts/opencode-wordmark-light.svg" alt="O

Network accessline 140

<table> <tr> <td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/grok-build-mark-dark.png"><img src="../assets/hosts/grok-build-mark-light.png" alt="Grok Bot" h

Network accessline 141

<tr> <td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/grok-build-mark-dark.png"><img src="../assets/hosts/grok-build-mark-light.png" alt="Grok Bot" height="4

Network accessline 142

<td align="center" width="20%"><a href="https://x.ai"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/grok-build-mark-dark.png"><img src="../assets/hosts/grok-build-mark-light.png" alt="Grok Bot" height="46"></

Network accessline 143

<td align="center" width="20%"><a href="https://www.meta.ai"><img src="../assets/hosts/meta-mark.svg" alt="Meta Muse" height="40"></a><br><b>Meta Muse</b><br><sub>画像交接 · 规划中</sub></td>

Network accessline 144

<td align="center" width="20%"><a href="https://openai.com"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/openai-mark-dark.svg"><img src="../assets/hosts/openai-mark-light.svg" alt="OpenAI Dots" height="40"><

Network accessline 145

<td align="center" width="20%"><a href="https://github.com/openclaw/openclaw"><picture><source media="(prefers-color-scheme: dark)" srcset="../assets/hosts/openclaw-wordmark-dark.svg"><img src="../assets/hosts/openclaw-wordmark-light.svg" a

Network accessline 146

<td align="center" width="20%"><a href="https://github.com/NousResearch/hermes-agent"><img src="../assets/hosts/hermes-agent-wordmark.png" alt="Hermes Agent" height="32"></a><br><sub>原生 Skill</sub></td>

Network accessline 174

> 从 `https://github.com/titanwings/distilly` 安装 Distilly，并确认当前宿主可以发现它。

Network accessline 183

git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>

Network accessline 216

> 六维度 research：著作 · 访谈 · 决策 · 表达 DNA · 外部评价 · 时间线<br> > 案例出自社区作品 [alchaincyf/karpathy-skill](https://github.com/alchaincyf/karpathy-skill)

Network accessline 217

> 案例出自社区作品 [alchaincyf/karpathy-skill](https://github.com/alchaincyf/karpathy-skill)

Network accessline 264

📚 更多实战案例见 **[社区 Gallery](https://titanwings.github.io/colleague-skill-site/)**，已收录 100+ skill

Network accessline 312

> **[COLLEAGUE.SKILL: Automated AI Skill Generation via Expert Knowledge Distillation](https://arxiv.org/pdf/2605.31264)** ([arXiv](https://arxiv.org/abs/2605.31264) · [arXiv PDF](https://arxiv.org/pdf/2605.31264))

Network accessline 328

archivePrefix = {arXiv},   primaryClass = {cs.AI},   url          = {https://arxiv.org/abs/2605.31264}

Network accessline 329

primaryClass = {cs.AI},   url          = {https://arxiv.org/abs/2605.31264} }

Network accessline 330

url          = {https://arxiv.org/abs/2605.31264}

Network accessline 340

<a href="https://star-history.dera.page/#titanwings/colleague-skill&type=date&legend=top-left">

Network accessline 341

<picture>    <source media="(prefers-color-scheme: dark)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&theme=dark&legend=top-left" />    <source media="(prefers-color-scheme: light)" srcset="https://star-

Network accessline 342

<source media="(prefers-color-scheme: dark)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&theme=dark&legend=top-left" />

Network accessline 343

<source media="(prefers-color-scheme: light)" srcset="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&legend=top-left" />

Network accessline 344

<img alt="Star History Chart" src="https://star-history.dera.page/svg?repos=titanwings%2Fdistilly&type=date&legend=top-left" />

Network accessline 352

**MIT License** © [titanwings](https://github.com/titanwings)

`package.json`

Executable scriptline 1
```
Executable file
```

Network accessline 35

"repository": {     "type": "git",     "url": "git+https://github.com/titanwings/distilly.git"

Network accessline 36

"type": "git",     "url": "git+https://github.com/titanwings/distilly.git"   },

Network accessline 37

"url": "git+https://github.com/titanwings/distilly.git"

Network accessline 38

},   "homepage": "https://github.com/titanwings/distilly#readme",   "bugs": {

Network accessline 39

"homepage": "https://github.com/titanwings/distilly#readme",

Network accessline 40

"bugs": {     "url": "https://github.com/titanwings/distilly/issues"   },

Network accessline 41

"url": "https://github.com/titanwings/distilly/issues"

Network accessline 45

},   "publishConfig": {     "registry": "https://npm.pkg.github.com"

Network accessline 46

"publishConfig": {     "registry": "https://npm.pkg.github.com"   }

Network accessline 47

"registry": "https://npm.pkg.github.com"

`prompts/flows/celebrity_research.md`

Access to secretsline 150
```
[Credential-related source omitted]
```

`prompts/flows/manage.md`

Dangerous shell operationline 17
```
rm -rf skills/{character}/{slug}
```

`prompts/flows/sources.md`

Access to secretsline 17
```
[Credential-related source omitted]
```
Access to secretsline 19
```
[Credential-related source omitted]
```
Access to secretsline 20
```
[Credential-related source omitted]
```
Access to secretsline 65
```
[Credential-related source omitted]
```
Access to secretsline 74
```
[Credential-related source omitted]
```
Access to secretsline 76
```
[Credential-related source omitted]
```

Network accessline 81

- `im:message` — read/send messages as user    - `im:chat` — read chat list as user 3. **Redirect URL**: add `http://www.example.com` under the app's "Security Settings → Redirect URLs"

Network accessline 83

3. **Redirect URL**: add `http://www.example.com` under the app's "Security Settings → Redirect URLs"

Access to secretsline 87
```
[Credential-related source omitted]
```
Access to secretsline 91
```
[Credential-related source omitted]
```

Network accessline 104

POST https://open.feishu.cn/open-apis/im/v1/messages?receive_id_type=open_id

Access to secretsline 110
```
[Credential-related source omitted]
```

Network accessline 112

GET https://open.feishu.cn/open-apis/contact/v3/scopes

Access to secretsline 129
```
[Credential-related source omitted]
```
Access to secretsline 147
```
[Credential-related source omitted]
```

`requirements-optional.txt`

Access to secretsline 17
```
[Credential-related source omitted]
```

`tests/_paths.py`

Executable scriptline 1
```
Executable file
```

`tests/e2e/owner_discovery/mock_mcp.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 9
```
[Credential-related source omitted]
```

`tests/e2e/owner_discovery/setup.sh`

Executable scriptline 1
```
#!/bin/bash
```

Dangerous shell operationline 5

rm -rf "$T"; mkdir -p "$T/work" "$T/Downloads" "$T/.claude"

Dangerous shell operationline 14
```
rm -f "$S/mcp_calls.log"
```

`tests/e2e/owner_discovery/turn.sh`

Executable scriptline 1
```
#!/bin/bash
```

`tests/test_cli_lifecycle.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 23
```
[Credential-related source omitted]
```
Access to secretsline 106
```
[Credential-related source omitted]
```

Network accessline 366

"",                             "Sources:",                             "https://example.com/articles/long-form-profile",

Network accessline 367

"Sources:",                             "https://example.com/articles/long-form-profile",                             "https://example.com/interviews/episode-42",

Network accessline 368

"https://example.com/articles/long-form-profile",

Network accessline 369

"https://example.com/interviews/episode-42",

Network accessline 517

"- Strong focus on first-person essays\n"                         "- Repeats a skeptical framing\n"                         "https://example.com/essays/first-person-observation\n"

Network accessline 518

"- Repeats a skeptical framing\n"                         "https://example.com/essays/first-person-observation\n"                         "primary source\n",

Network accessline 519

"https://example.com/essays/first-person-observation\n"

`tests/test_config_migration.py`

Executable scriptline 1
```
Executable file
```

`tests/test_credentials.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 37
```
[Credential-related source omitted]
```
Access to secretsline 45
```
[Credential-related source omitted]
```
Access to secretsline 50
```
[Credential-related source omitted]
```
Access to secretsline 76
```
[Credential-related source omitted]
```
Access to secretsline 78
```
[Credential-related source omitted]
```
Access to secretsline 82
```
[Credential-related source omitted]
```
Access to secretsline 90
```
[Credential-related source omitted]
```
Access to secretsline 91
```
[Credential-related source omitted]
```

Network accessline 107

def test_extract_oauth_code_accepts_callback_url(self) -> None:         self.assertEqual(             feishu_auto_collector.extract_oauth_code("http://www.example.com/?code=abc123&state=x"),

Network accessline 108

self.assertEqual(             feishu_auto_collector.extract_oauth_code("http://www.example.com/?code=abc123&state=x"),             "abc123",

Network accessline 109

feishu_auto_collector.extract_oauth_code("http://www.example.com/?code=abc123&state=x"),

`tests/test_install_claude_generated_skill.py`

Executable scriptline 1
```
Executable file
```

`tests/test_install_distilly.py`

Executable scriptline 1
```
Executable file
```

`tests/test_install_generated_skill.py`

Executable scriptline 1
```
Executable file
```

`tests/test_install_openclaw_and_codex.py`

Executable scriptline 1
```
Executable file
```

`tests/test_owner_profile.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 138
```
[Credential-related source omitted]
```
Access to secretsline 140
```
[Credential-related source omitted]
```
Access to secretsline 141
```
[Credential-related source omitted]
```
Access to secretsline 159
```
[Credential-related source omitted]
```
Access to secretsline 175
```
[Credential-related source omitted]
```

`tests/test_owner_sources.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 51
```
[Credential-related source omitted]
```
Access to secretsline 53
```
[Credential-related source omitted]
```
Access to secretsline 54
```
[Credential-related source omitted]
```
Access to secretsline 113
```
[Credential-related source omitted]
```

`tests/test_research_tools.py`

Executable scriptline 1
```
Executable file
```

Network accessline 50

"# Note\n"                 "## Source Metadata\n"                 "- URL: https://example.com/a\n"

Network accessline 51

"## Source Metadata\n"                 "- URL: https://example.com/a\n"                 "- Grounding level: primary\n"

Network accessline 52
```
"- URL: https://example.com/a\n"
```

Network accessline 64

"# Note\n"                 "## Source Metadata\n"                 "- URL: https://example.com/b\n"

Network accessline 65

"## Source Metadata\n"                 "- URL: https://example.com/b\n"                 "- Grounding level: secondary\n"

Network accessline 66
```
"- URL: https://example.com/b\n"
```

Network accessline 117

Sources: https://example.com/articles/long-form-profile

Network accessline 118

https://example.com/articles/long-form-profile

Network accessline 119

https://example.com/interviews/episode-42

Network accessline 149
```
Sources: https://www.iqiyi.com/
```
Network accessline 150
```
https://www.iqiyi.com/
```
Network accessline 151
```
https://space.bilibili.com/
```
Network accessline 152
```
https://www.zhihu.com/topic/
```

Network accessline 178

Sources: https://example.com/articles/long-form-profile

Network accessline 179

https://example.com/articles/long-form-profile

Network accessline 180

https://example.com/interviews/episode-42

Network accessline 181

https://example.com/interviews/episode-43

Network accessline 182
```
https://example.com/talks/keynote-2019
```

Network accessline 238

Sources: https://example.com/articles/long-form-profile

Network accessline 239

https://example.com/articles/long-form-profile

Network accessline 240

https://example.com/interviews/episode-42

Network accessline 241

https://example.com/interviews/episode-43

Network accessline 242
```
https://example.com/talks/keynote-2019
```

`tests/test_skill_entrypoint_docs.py`

Executable scriptline 1
```
Executable file
```

Network accessline 88

self.assertIn("### 👤", quick_start, f"missing human path in {source}")         self.assertIn(             "git clone https://github.com/titanwings/distilly "

Network accessline 89

self.assertIn(             "git clone https://github.com/titanwings/distilly "             "<DISTILLY_SKILL_DIR>",

Network accessline 90

"git clone https://github.com/titanwings/distilly "

Network accessline 167

self.assertNotIn("/dot-skill", readme)         self.assertNotIn("skills/dot-skill", readme)         self.assertIn("https://github.com/titanwings/distilly", readme)

Network accessline 168

self.assertNotIn("skills/dot-skill", readme)         self.assertIn("https://github.com/titanwings/distilly", readme)         self.assertNotIn("https://github.com/titanwings/colleague-skill", readme)

Network accessline 169

self.assertIn("https://github.com/titanwings/distilly", readme)

Network accessline 170

self.assertNotIn("https://github.com/titanwings/colleague-skill", readme)

Network accessline 181

self.assertNotIn("/dot-skill", install)         self.assertNotIn("skills/dot-skill", install)         self.assertIn("https://github.com/titanwings/distilly", install)

Network accessline 182

self.assertNotIn("skills/dot-skill", install)         self.assertIn("https://github.com/titanwings/distilly", install)         self.assertNotIn("https://github.com/titanwings/colleague-skill", install)

Network accessline 183

self.assertIn("https://github.com/titanwings/distilly", install)

Network accessline 184

self.assertNotIn("https://github.com/titanwings/colleague-skill", install)

Network accessline 235

self._assert_readme_quick_start(content, readme_path.name, "(../../INSTALL.md)")             self.assertIn(                 "https://github.com/titanwings/distilly",

Network accessline 236

self.assertIn(                 "https://github.com/titanwings/distilly",                 content,

Network accessline 237

"https://github.com/titanwings/distilly",

Network accessline 240

)             self.assertNotIn(                 "https://github.com/titanwings/colleague-skill",

Network accessline 241

self.assertNotIn(                 "https://github.com/titanwings/colleague-skill",                 content,

Network accessline 242

"https://github.com/titanwings/colleague-skill",

`tests/test_skill_writer.py`

Executable scriptline 1
```
Executable file
```

`tests/test_translation_sync.py`

Executable scriptline 1
```
Executable file
```

Network accessline 84

self.assertIn("(../../INSTALL_EN.md)", content)                 self.assertIn(                     "git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>",

Network accessline 85

self.assertIn(                     "git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>",                     content,

Network accessline 86

"git clone https://github.com/titanwings/distilly <DISTILLY_SKILL_DIR>",

`tests/test_xquik_public_posts.py`

Executable scriptline 1
```
Executable file
```

Network accessline 70

self.assertIsNotNone(post)         self.assertEqual(post["url"], "https://x.com/example_user/status/123")

Network accessline 71

self.assertEqual(post["url"], "https://x.com/example_user/status/123")

Network accessline 105

raw = sample_post()         raw["author"] = {}         raw["url"] = "https://example.com/example_user/status/123"

Network accessline 107

raw["url"] = "https://example.com/example_user/status/123"

Access to secretsline 127
```
[Credential-related source omitted]
```
Access to secretsline 150
```
[Credential-related source omitted]
```
Access to secretsline 164
```
[Credential-related source omitted]
```
Access to secretsline 174
```
[Credential-related source omitted]
```
Access to secretsline 184
```
[Credential-related source omitted]
```
Access to secretsline 197
```
[Credential-related source omitted]
```

`tools/credentials.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 5
```
[Credential-related source omitted]
```
Access to secretsline 34
```
[Credential-related source omitted]
```
Access to secretsline 40
```
[Credential-related source omitted]
```
Access to secretsline 51
```
[Credential-related source omitted]
```
Access to secretsline 99
```
[Credential-related source omitted]
```

`tools/dingtalk_auto_collector.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 52

CONFIG_PATH = Path.home() / ".distilly" / "dingtalk_config.json" LEGACY_CONFIG_PATH = Path.home() / ".colleague-skill" / "dingtalk_config.json" API_BASE = "https://api.dingtalk.com"

Network accessline 54
```
API_BASE = "https://api.dingtalk.com"
```

Network accessline 73

def setup_config() -> None:     print("=== 钉钉自动采集配置 ===\n")     print("请前往 https://open-dev.dingtalk.com 创建企业内部应用，开通以下权限：\n")

Network accessline 74

print("=== 钉钉自动采集配置 ===\n")     print("请前往 https://open-dev.dingtalk.com 创建企业内部应用，开通以下权限：\n")     print("  通讯录类：")

Network accessline 75

print("请前往 https://open-dev.dingtalk.com 创建企业内部应用，开通以下权限：\n")

Access to secretsline 107
```
[Credential-related source omitted]
```
Access to secretsline 108
```
[Credential-related source omitted]
```
Network accessline 113
```
resp = requests.post(
```
Network accessline 130
```
[Credential-related source omitted]
```
Network accessline 131
```
[Credential-related source omitted]
```
Access to secretsline 131
```
[Credential-related source omitted]
```
Network accessline 132
```
resp = requests.get(
```
Network accessline 141
```
[Credential-related source omitted]
```
Network accessline 142
```
[Credential-related source omitted]
```
Access to secretsline 142
```
[Credential-related source omitted]
```
Network accessline 143
```
resp = requests.post(
```

Network accessline 322

if dl_url:         try:             resp = requests.get(dl_url, timeout=15)

Network accessline 323

try:             resp = requests.get(dl_url, timeout=15)             return resp.text

Network accessline 324
```
resp = requests.get(dl_url, timeout=15)
```
Access to secretsline 503
```
[Credential-related source omitted]
```

Network accessline 544

page.goto("https://im.dingtalk.com", wait_until="domcontentloaded", timeout=20000)

`tools/email_parser.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/feishu_auto_collector.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 8
```
[Credential-related source omitted]
```
Access to secretsline 19
```
[Credential-related source omitted]
```
Access to secretsline 41
```
[Credential-related source omitted]
```

Network accessline 67

CONFIG_PATH = Path.home() / ".distilly" / "feishu_config.json" LEGACY_CONFIG_PATH = Path.home() / ".colleague-skill" / "feishu_config.json" BASE_URL = "https://open.feishu.cn/open-apis"

Network accessline 69

BASE_URL = "https://open.feishu.cn/open-apis"

Network accessline 88

def setup_config() -> None:     print("=== 飞书自动采集配置 ===\n")     print("请前往 https://open.feishu.cn 创建企业自建应用，开通以下权限：")

Network accessline 89

print("=== 飞书自动采集配置 ===\n")     print("请前往 https://open.feishu.cn 创建企业自建应用，开通以下权限：")     print()

Network accessline 90

print("请前往 https://open.feishu.cn 创建企业自建应用，开通以下权限：")

Network accessline 114
```
[Credential-related source omitted]
```
Access to secretsline 114
```
[Credential-related source omitted]
```

Network accessline 115

print("  获取方式：OAuth 授权，授权链接格式：")     print("    https://open.feishu.cn/open-apis/authen/v1/authorize?app_id={APP_ID}&redirect_uri={REDIRECT}&scope=im:message%20im:chat")     print("  配置完 App ID / Secret 后，在本终端运行 --login 完成授权。")

Network accessline 116

print("    https://open.feishu.cn/open-apis/authen/v1/authorize?app_id={APP_ID}&redirect_uri={REDIRECT}&scope=im:message%20im:chat")

Access to secretsline 141
```
[Credential-related source omitted]
```
Network accessline 146
```
resp = requests.post(
```
Access to secretsline 147
```
[Credential-related source omitted]
```
Access to secretsline 156
```
[Credential-related source omitted]
```
Access to secretsline 163
```
[Credential-related source omitted]
```
Access to secretsline 164
```
[Credential-related source omitted]
```
Network accessline 165
```
[Credential-related source omitted]
```
Network accessline 166
```
[Credential-related source omitted]
```
Network accessline 167
```
resp = requests.get(
```
Access to secretsline 177
```
[Credential-related source omitted]
```
Access to secretsline 178
```
[Credential-related source omitted]
```
Network accessline 179
```
[Credential-related source omitted]
```
Network accessline 180
```
[Credential-related source omitted]
```
Network accessline 181
```
resp = requests.post(
```

Network accessline 190

OAUTH_REDIRECT_URI = "http://www.example.com"

Access to secretsline 219
```
[Credential-related source omitted]
```
Access to secretsline 245
```
[Credential-related source omitted]
```
Access to secretsline 249
```
[Credential-related source omitted]
```
Network accessline 253
```
[Credential-related source omitted]
```
Network accessline 254
```
[Credential-related source omitted]
```
Network accessline 255
```
resp = requests.post(
```
Access to secretsline 256
```
[Credential-related source omitted]
```
Access to secretsline 267
```
[Credential-related source omitted]
```
Access to secretsline 273
```
[Credential-related source omitted]
```
Network accessline 274
```
[Credential-related source omitted]
```
Network accessline 275
```
resp = requests.post(
```
Access to secretsline 276
```
[Credential-related source omitted]
```
Access to secretsline 291
```
[Credential-related source omitted]
```
Access to secretsline 329
```
[Credential-related source omitted]
```
Access to secretsline 583
```
[Credential-related source omitted]
```
Access to secretsline 669
```
[Credential-related source omitted]
```
Access to secretsline 671
```
[Credential-related source omitted]
```
Access to secretsline 682
```
[Credential-related source omitted]
```
Access to secretsline 685
```
[Credential-related source omitted]
```
Access to secretsline 707
```
[Credential-related source omitted]
```
Access to secretsline 987
```
[Credential-related source omitted]
```
Access to secretsline 988
```
[Credential-related source omitted]
```
Access to secretsline 1000
```
[Credential-related source omitted]
```
Access to secretsline 1024
```
[Credential-related source omitted]
```

`tools/feishu_browser.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 17

用法：   python3 feishu_browser.py --url "https://xxx.feishu.cn/wiki/xxx" --output out.txt

Network accessline 18

python3 feishu_browser.py --url "https://xxx.feishu.cn/wiki/xxx" --output out.txt

Network accessline 19

python3 feishu_browser.py --url "https://xxx.feishu.cn/docx/xxx" --output out.txt

Network accessline 20

python3 feishu_browser.py --chat "后端组" --target "张三" --limit 500 --output out.txt   python3 feishu_browser.py --url "https://xxx.feishu.cn/sheets/xxx" --output out.csv """

Network accessline 21

python3 feishu_browser.py --url "https://xxx.feishu.cn/sheets/xxx" --output out.csv

Access to secretsline 43
```
[Credential-related source omitted]
```

Network accessline 187

page.goto("https://applink.feishu.cn/client/chat/open", wait_until="domcontentloaded", timeout=20000)

Network accessline 331

page.goto("https://www.feishu.cn", wait_until="domcontentloaded", timeout=15000)

`tools/feishu_mcp_client.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 25
```
[Credential-related source omitted]
```

Network accessline 28

# 读取文档   python3 feishu_mcp_client.py --url "https://xxx.feishu.cn/wiki/xxx" --output out.txt

Network accessline 29

python3 feishu_mcp_client.py --url "https://xxx.feishu.cn/wiki/xxx" --output out.txt

Access to secretsline 109
```
[Credential-related source omitted]
```
Access to secretsline 111
```
[Credential-related source omitted]
```
Access to secretsline 113
```
[Credential-related source omitted]
```
Access to secretsline 114
```
[Credential-related source omitted]
```
Access to secretsline 116
```
[Credential-related source omitted]
```

`tools/feishu_parser.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/hosts.py`

Executable scriptline 1
```
Executable file
```
Access to secretsline 26
```
[Credential-related source omitted]
```

`tools/install_claude_generated_skill.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/install_distilly.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/install_generated_skill.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/install_generated_skill_common.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/owner_profile.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 47
```
[Credential-related source omitted]
```
Access to secretsline 52
```
[Credential-related source omitted]
```
Access to secretsline 55
```
[Credential-related source omitted]
```

`tools/owner_sources.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 136
```
[Credential-related source omitted]
```
Access to secretsline 140
```
[Credential-related source omitted]
```
Access to secretsline 143
```
[Credential-related source omitted]
```

`tools/research/init.py`

Executable scriptline 1
```
Executable file
```

`tools/research/download_subtitles.sh`

Executable scriptline 1
```
#!/usr/bin/env bash
```

`tools/research/merge_research.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/research/quality_check.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/research/srt_to_transcript.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/research/transcribe_audio.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 17
```
[Credential-related source omitted]
```

Network accessline 19

Usage:   # Transcribe a video/podcast URL (auto-downloads audio via yt-dlp)   python3 tools/research/transcribe_audio.py --url "https://..." --output /tmp/out.txt

Network accessline 21

python3 tools/research/transcribe_audio.py --url "https://..." --output /tmp/out.txt

Access to secretsline 145
```
[Credential-related source omitted]
```
Access to secretsline 146
```
[Credential-related source omitted]
```
Access to secretsline 163
```
[Credential-related source omitted]
```
Access to secretsline 223
```
[Credential-related source omitted]
```

`tools/research/xquik_public_posts.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 18

API_URL = "https://xquik.com/api/v1/x/tweets/search"

Access to secretsline 20
```
[Credential-related source omitted]
```

Network accessline 43

try:         return requests.get(url, **kwargs)

Network accessline 44
```
return requests.get(url, **kwargs)
```

Possible obfuscationline 78

cleaned = re.sub(r"[\x00-\x08\x0b\x0c\x0e-\x1f\x7f]", "", value).strip()

Network accessline 91

username = author.get("username") if isinstance(author, dict) else None     if isinstance(username, str) and USERNAME_PATTERN.fullmatch(username):         return f"https://x.com/{username}/status/{tweet_id}"

Network accessline 93

return f"https://x.com/{username}/status/{tweet_id}"

Network accessline 103

if match.group(2) != tweet_id:         return None     return f"https://x.com/{match.group(1)}/status/{tweet_id}"

Network accessline 105

return f"https://x.com/{match.group(1)}/status/{tweet_id}"

Possible obfuscationline 140
```
r"[\x00-\x08\x0b\x0c\x0e-\x1f\x7f]",
```
Access to secretsline 189
```
[Credential-related source omitted]
```
Access to secretsline 202
```
[Credential-related source omitted]
```
Access to secretsline 216
```
[Credential-related source omitted]
```
Access to secretsline 239
```
[Credential-related source omitted]
```
Access to secretsline 248
```
[Credential-related source omitted]
```
Access to secretsline 249
```
[Credential-related source omitted]
```
Access to secretsline 253
```
[Credential-related source omitted]
```
Access to secretsline 388
```
[Credential-related source omitted]
```

`tools/skill_presets.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/skill_schema.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`tools/skill_writer.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```
Access to secretsline 604
```
[Credential-related source omitted]
```
Access to secretsline 606
```
[Credential-related source omitted]
```

`tools/slack_auto_collector.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

Network accessline 114

def setup_config() -> None:     print("=== Slack 自动采集配置 ===\n")     print("步骤 1：前往 https://api.slack.com/apps 创建新 App")

Network accessline 115

print("=== Slack 自动采集配置 ===\n")     print("步骤 1：前往 https://api.slack.com/apps 创建新 App")     print("        选择「From scratch」→ 填写 App Name → 选择目标 Workspace\n")

Network accessline 116

print("步骤 1：前往 https://api.slack.com/apps 创建新 App")

Network accessline 198

raise SlackScopeError(                         f"Bot Token 缺少权限 scope：{missing}\n"                         f"  请前往 https://api.slack.com/apps → OAuth & Permissions → Bot Token Scopes 添加"

Network accessline 199

f"Bot Token 缺少权限 scope：{missing}\n"                         f"  请前往 https://api.slack.com/apps → OAuth & Permissions → Bot Token Scopes 添加"                     ) from e

Network accessline 200

f"  请前往 https://api.slack.com/apps → OAuth & Permissions → Bot Token Scopes 添加"

`tools/version_manager.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Declared and executed: 9 facts

Contacts api.dingtalk.com, which SKILL.md, the README and the plugin manifest do not mentiontools/dingtalk_auto_collector.py:54High confidence
Contacts open-dev.dingtalk.com, which SKILL.md, the README and the plugin manifest do not mentiontools/dingtalk_auto_collector.py:75High confidence
Contacts im.dingtalk.com, which SKILL.md, the README and the plugin manifest do not mentiontools/dingtalk_auto_collector.py:544High confidence
Contacts open.feishu.cn, which SKILL.md, the README and the plugin manifest do not mentiontools/feishu_auto_collector.py:69High confidence
Contacts applink.feishu.cn, which SKILL.md, the README and the plugin manifest do not mentiontools/feishu_browser.py:187High confidence
Contacts www.feishu.cn, which SKILL.md, the README and the plugin manifest do not mentiontools/feishu_browser.py:331High confidence
Contacts xquik.com, which SKILL.md, the README and the plugin manifest do not mentiontools/research/xquik_public_posts.py:18High confidence
Contacts x.com, which SKILL.md, the README and the plugin manifest do not mentiontools/research/xquik_public_posts.py:93High confidence
Contacts api.slack.com, which SKILL.md, the README and the plugin manifest do not mentiontools/slack_auto_collector.py:116High confidence

Signal confidence: 481 facts

Network access in prose of documentation.github/ISSUE_TEMPLATE/question.md:12Low confidence
Network access in prose of documentation.github/ISSUE_TEMPLATE/question.md:13Low confidence
Network access in prose of documentation.github/ISSUE_TEMPLATE/question.md:14Low confidence
Network access in prose of documentationCONTRIBUTING.md:13Low confidence
Network access in prose of documentationCONTRIBUTING.md:14Low confidence
Network access in prose of documentationCONTRIBUTING.md:15Low confidence
Network access in code of documentationCONTRIBUTING.md:23Low confidence
Network access in prose of documentationCONTRIBUTING.md:52Low confidence
Network access in prose of documentationCONTRIBUTING.md:106Low confidence
Network access in prose of documentationCONTRIBUTING.md:107Low confidence
Network access in prose of documentationCONTRIBUTING.md:108Low confidence
Network access in prose of documentationINSTALL.md:32Low confidence
Network access in code of documentationINSTALL.md:38Low confidence
Network access in code of documentationINSTALL.md:40Low confidence
Network access in code of documentationINSTALL.md:42Low confidence
Network access in code of documentationINSTALL.md:43Low confidence
Network access in code of documentationINSTALL.md:131Low confidence
Network access in code of documentationINSTALL.md:174Low confidence
Network access in code of documentationINSTALL.md:186Low confidence
Network access in code of documentationINSTALL.md:188Low confidence
Network access in code of documentationINSTALL.md:190Low confidence
Network access in code of documentationINSTALL.md:192Low confidence
Network access in prose of documentationINSTALL.md:203Low confidence
Network access in code of documentationINSTALL.md:206Low confidence
Network access in code of documentationINSTALL.md:208Low confidence
Network access in code of documentationINSTALL.md:210Low confidence
Network access in code of documentationINSTALL.md:212Low confidence
Network access in code of documentationINSTALL.md:224Low confidence
Network access in code of documentationINSTALL.md:226Low confidence
Network access in code of documentationINSTALL.md:228Low confidence
Network access in code of documentationINSTALL.md:230Low confidence
Network access in code of documentationINSTALL.md:244Low confidence
Network access in code of documentationINSTALL.md:245Low confidence
Network access in code of documentationINSTALL.md:247Low confidence
Network access in code of documentationINSTALL.md:249Low confidence
Network access in prose of documentationINSTALL.md:252Low confidence
Access to secrets in prose of documentationINSTALL.md:294Low confidence
Access to secrets in code of documentationINSTALL.md:300Low confidence
Network access in code of documentationINSTALL.md:319Low confidence
Network access in code of documentationINSTALL.md:320Low confidence
Dangerous shell operation in code of documentationINSTALL.md:363Low confidence
Access to secrets in prose of documentationINSTALL.md:366Low confidence
Network access in prose of documentationINSTALL.md:388Low confidence
Network access in code of documentationINSTALL_EN.md:12Low confidence
Access to secrets in prose of documentationINSTALL_EN.md:128Low confidence
Access to secrets in prose of documentation: a variable, placeholder or call, not a stored valueINSTALL_EN.md:130Low confidence
Dangerous shell operation in code of documentationINSTALL_EN.md:163Low confidence
Access to secrets in prose of documentationINSTALL_EN.md:166Low confidence
Network access in prose of documentationREADME.md:15Low confidence
Network access in prose of documentationREADME.md:16Low confidence

and 431 more

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Native	Frontmatter field user-invocable in SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

Explore alternatives and comparisons

Add this badge to your README

It updates every night and links to this page.

[![titanwings/distilly on hotskills](https://hotskills.dev/badge/titanwings-distilly.svg)](https://hotskills.dev/skill/titanwings-distilly/)

titanwings/distilly

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

distilly

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Rank over the last 12 weeks

Before you install

.github/ISSUE_TEMPLATE/config.yml

.github/ISSUE_TEMPLATE/question.md

.github/workflows/publish-package.yml

.npmrc

CITATION.cff

CONTRIBUTING.md

INSTALL.md

INSTALL_EN.md

README.md

ROADMAP.md

SKILL.md

bin/distilly.mjs

docs/assets/hosts/README.md

docs/assets/hosts/claude-code-wordmark-dark.svg

docs/assets/hosts/claude-code-wordmark-light.svg

docs/assets/hosts/deepseek-wordmark-dark.svg

docs/assets/hosts/deepseek-wordmark-light.svg

docs/assets/hosts/meta-mark.svg

docs/assets/hosts/openai-mark-dark.svg

docs/assets/hosts/openai-mark-light.svg

docs/assets/hosts/openclaw-wordmark-dark.svg

docs/assets/hosts/openclaw-wordmark-light.svg

docs/assets/hosts/opencode-wordmark-dark.svg

docs/assets/hosts/opencode-wordmark-light.svg

docs/assets/hosts/pi-mark.svg

docs/assets/sources/README.md

docs/assets/sources/x-mark-dark.svg

docs/assets/sources/x-mark-light.svg

docs/lang/README_DE.md

docs/lang/README_ES.md

docs/lang/README_JA.md

docs/lang/README_KO.md

docs/lang/README_PT.md

docs/lang/README_RU.md

docs/lang/README_ZH.md

package.json

prompts/flows/celebrity_research.md

prompts/flows/manage.md

prompts/flows/sources.md

requirements-optional.txt

tests/_paths.py

tests/e2e/owner_discovery/mock_mcp.py

tests/e2e/owner_discovery/setup.sh

tests/e2e/owner_discovery/turn.sh

tests/test_cli_lifecycle.py

tests/test_config_migration.py

tests/test_credentials.py

tests/test_install_claude_generated_skill.py

tests/test_install_distilly.py

tests/test_install_generated_skill.py

tests/test_install_openclaw_and_codex.py

tests/test_owner_profile.py

tests/test_owner_sources.py

tests/test_research_tools.py

tests/test_skill_entrypoint_docs.py

tests/test_skill_writer.py

tests/test_translation_sync.py

tests/test_xquik_public_posts.py

tools/credentials.py

tools/dingtalk_auto_collector.py

tools/email_parser.py

`SKILL.md`

`.github/ISSUE_TEMPLATE/config.yml`

`.github/ISSUE_TEMPLATE/question.md`

`.github/workflows/publish-package.yml`

`.npmrc`

`CITATION.cff`

`CONTRIBUTING.md`

`INSTALL.md`

`INSTALL_EN.md`

`README.md`

`ROADMAP.md`

`SKILL.md`

`bin/distilly.mjs`

`docs/assets/hosts/README.md`

`docs/assets/hosts/claude-code-wordmark-dark.svg`

`docs/assets/hosts/claude-code-wordmark-light.svg`

`docs/assets/hosts/deepseek-wordmark-dark.svg`

`docs/assets/hosts/deepseek-wordmark-light.svg`

`docs/assets/hosts/meta-mark.svg`

`docs/assets/hosts/openai-mark-dark.svg`

`docs/assets/hosts/openai-mark-light.svg`

`docs/assets/hosts/openclaw-wordmark-dark.svg`

`docs/assets/hosts/openclaw-wordmark-light.svg`

`docs/assets/hosts/opencode-wordmark-dark.svg`

`docs/assets/hosts/opencode-wordmark-light.svg`

`docs/assets/hosts/pi-mark.svg`

`docs/assets/sources/README.md`

`docs/assets/sources/x-mark-dark.svg`

`docs/assets/sources/x-mark-light.svg`

`docs/lang/README_DE.md`

`docs/lang/README_ES.md`

`docs/lang/README_JA.md`

`docs/lang/README_KO.md`

`docs/lang/README_PT.md`

`docs/lang/README_RU.md`

`docs/lang/README_ZH.md`

`package.json`

`prompts/flows/celebrity_research.md`

`prompts/flows/manage.md`

`prompts/flows/sources.md`

`requirements-optional.txt`

`tests/_paths.py`

`tests/e2e/owner_discovery/mock_mcp.py`

`tests/e2e/owner_discovery/setup.sh`

`tests/e2e/owner_discovery/turn.sh`

`tests/test_cli_lifecycle.py`

`tests/test_config_migration.py`

`tests/test_credentials.py`

`tests/test_install_claude_generated_skill.py`

`tests/test_install_distilly.py`

`tests/test_install_generated_skill.py`

`tests/test_install_openclaw_and_codex.py`

`tests/test_owner_profile.py`

`tests/test_owner_sources.py`

`tests/test_research_tools.py`

`tests/test_skill_entrypoint_docs.py`

`tests/test_skill_writer.py`

`tests/test_translation_sync.py`

`tests/test_xquik_public_posts.py`

`tools/credentials.py`

`tools/dingtalk_auto_collector.py`

`tools/email_parser.py`

`tools/feishu_auto_collector.py`

`tools/feishu_browser.py`

`tools/feishu_mcp_client.py`

`tools/feishu_parser.py`

`tools/hosts.py`

`tools/install_claude_generated_skill.py`

`tools/install_distilly.py`

`tools/install_generated_skill.py`

`tools/install_generated_skill_common.py`

`tools/owner_profile.py`

`tools/owner_sources.py`

`tools/research/init.py`

`tools/research/download_subtitles.sh`

`tools/research/merge_research.py`

`tools/research/quality_check.py`

`tools/research/srt_to_transcript.py`

`tools/research/transcribe_audio.py`

`tools/research/xquik_public_posts.py`