Atlas / Skills / titanwings / 🧬 Distilly

🧬 DistillyCAUTION

skills/titanwings/create-colleague

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill(原同事 Skill).

Verdict
CAUTION
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
3 documented
License
MIT
Stars
25,830
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Formerly: Colleague Skill / colleague-skill.

Distill a person's experience, judgment, voice, and ways of working into a reusable Person Profile for AI agents and compatible bots.

Messages · documents · interviews · public sources → Distilly → Person Profile → Agent / Bot

[](LICENSE) [](https://python.org) [](https://agentskills.io) [](https://github.com/titanwings/distilly/stargazers)

[](https://discord.gg/NVX66RxWZv)

🧑💼 Your colleague quit, your mentor graduated, your teammate transferred — taking their whole playbook and context with them? 💞 Your family, old friends, partner drifting apart — and you want to hold on to the way it felt to be with them? 🌟 Your favorite author, idol, thinker you'll never meet — but you want to know what they'd say about your question?

✨ One project, many kinds of people.

Distilly is the person-modeling layer for agents. It turns the materials you provide into a portable, source-grounded Person Profile built from observable experience, decision patterns, expression, and ways of working; it does not claim to clone the person behind them.

Colleagues · partners · family · old friends · idols · public figures · fictional characters — even yourself

Source material + your description → a source-grounded Person Profile → your Agent or compatible Bot

A Person Profile is the reus
Read from source at commit 97445912f08aOBSERVED · 2026-10-20
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02

Install

Commands as the repository documents them. They are shown, not run.

git clone https://github.com/titanwings/distilly.git distilly
git clone https://github.com/titanwings/distilly .claude/skills/distilly
git clone https://github.com/titanwings/distilly ~/.claude/skills/distilly
git clone https://github.com/titanwings/distilly ~/.openclaw/workspace/skills/distilly
git clone https://github.com/titanwings/distilly ~/.agents/skills/distilly
git clone https://github.com/titanwings/distilly .dsh/skills/distilly
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
codexmentioned
openclawmentioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: distilly
description: "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."
argument-hint: "[character] [name-or-slug]"
version: "1.0.0"
user-invocable: true
allowed-tools: Read, Write, Edit, Bash
---

> **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.

| The user says | Flow |
|---------------|------|
| "Set up my profile" / "Get to know me" / "Who am I to you", "distill myself", or a host's first run with no owner profile yet | `prompts/flows/owner.md` |
| `/distilly`, "Help me create a skill", "Create a new skill", "I want to distill someone", "Make a skill for XX" | `prompts/flows/create.md` (its Step 0 sends `owner` back to the owner flow) |
| "I have new files" / "append", "That's wrong" / "He wouldn't do that" / "He should be", `/update-skill {character} {slug}`, or the alias `/update-colleague {slug}` | `prompts/flows/evolve.md` |
| "Show my skills", roll back or delete a generated skill | `prompts/flows/manage.md` |

The create flow pulls in `prompts/flows/sources.md` for importing material and, for `celebrity`, `prompts/flows/celebrity_research.md`. Each flow names the prompts it needs; read those when the flow gets there, not up front.

## Rules for every flow

- **Storage**: generated skills live under `./skills/colleague/{slug}/`, `./skills/relationship/{slug}/` or `./skills/celebrity/{slug}/` in the user's workspace. For a global path, pass `--base-dir` with that family's storage root.
- **Writes**: create and update generated skills only through `tools/skill_writer.py`; never hand-build or hand-edit their files.
- **Credentials**: App Secrets, access or refresh tokens, Bot Tokens and OAuth codes never enter the conversation. Never ask for them; the user runs a collector's `--setup` / `--login` in their own terminal. `prompts/flows/sources.md` has the details.

## Compatible hosts

Claude Code, OpenClaw, Hermes, Codex, DeepSeek Harness, Pi coding agent, Grok Build and OpenCode. Invoke with `/distilly` in Claude Code, Hermes, DeepSeek Harness and Grok Build; `/distilly` or `/skill distilly` in OpenClaw; `$distilly` or `/skills` in Codex; `/skill:distilly` in Pi. OpenCode loads Skills natively and has no dedicated command. Grok Bot cannot import this directory directly; do not present this repository as a Grok Bot install.
05

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeWARN
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
declared (3 observation(s))
Network
declared (5 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
found

Findings (13)

MEDIUMHard-coded secrets · secret.slack · CWE-798, CWE-321
tests/test_credentials.py:44
fake.store[("distilly", "SLACK_BOT_TOKEN")] = "xoxb-from-keyring"
MEDIUMHard-coded secrets · secret.slack · CWE-798, CWE-321
tests/test_credentials.py:46
self.assertEqual(credentials.resolve("slack", {})["bot_token"], "xoxb-from-keyring")
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
tests/e2e/owner_discovery/setup.sh:7
node "$S/../../../bin/distilly.mjs" install claude-code
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
tests/test_skill_entrypoint_docs.py:235
self._assert_readme_quick_start(content, readme_path.name, "(../../INSTALL.md)")
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
tests/test_skill_writer.py:471
meta["version"] = "../../../../escape"
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
tests/test_skill_writer.py:472
meta["lifecycle"]["version"] = "../../../../escape"
LOWFilesystem / path · fs.traversal · CWE-22, CWE-59
tests/test_translation_sync.py:83
self.assertIn("(../../README.md)", content)
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
requirements.txt
requests
Why it matters. 1 requirement(s) not pinned with ==
Fix. pin exact versions
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
INSTALL_EN.md:127
Collector credentials are read from environment variables first
Why it matters. asks the agent to read credentials
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
prompts/flows/sources.md:21
- If you write your own script against the APIs, load credentials from environment variables or `credentials.resolve(...)` in `tools/credentials.py`, and never print them.
Why it matters. asks the agent to read credentials
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
prompts/flows/sources.md:100
Users typically don't know their chat_id. The user can open the private chat in Lark and find the `oc_` chat_id in the chat link or developer tools. If you write a script to obtain it, the script must
Why it matters. asks the agent to read credentials
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
prompts/flows/sources.md:105
Header: Authorization: Bearer <read via credentials.resolve, never hard-coded>
Why it matters. asks the agent to read credentials
INFOPrompt injection · prompt.credential_read · CWE-94, CWE-1427
prompts/flows/sources.md:128
**Flexibility principle**: The above API calls don't have to go through the collector script. If the script doesn't work or doesn't fit the scenario, write Python scripts directly against the same end
Why it matters. asks the agent to read credentials

Gates applied: no_behavioural_pass.

Audited 2026-10-20 · audit v0.4.1 · source sha 97445912f08afull audit observations/trust-audit/skill/titanwings__create-colleague.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-2097445912f08aCAUTIONB89first audit
07

Questions

What does the dot-skill — titanwings/colleague-skill skill do?

Distilly — Distill how they think into reusable Skills for any Agent or Bot. Formerly Colleague Skill(原同事 Skill).

Is dot-skill — titanwings/colleague-skill safe to install?

With care. The audit graded it B (89/100) and found 13 things worth knowing before you trust this skill, listed below with the exact line each was found on.

What can dot-skill — titanwings/colleague-skill access on my machine?

The audit observed that it reaches the network and reads or writes files. Each of those is consistent with what it says it does. Secrets in the source: found — see the findings.

Which assistants does dot-skill — titanwings/colleague-skill work with?

Its documentation mentions claude-code, codex and openclaw. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (97445912f08a), read on 2026-10-20. The repository is watched, and a new audit runs when it changes — this is the first audit.

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