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Agent skill

Channel Message Flows

by openclaw in openclaw/openclaw

A skill your agent uses when running QA Lab channel message flow evidence.

MITAuto-check passed

Install Channel Message Flows

skills CLI
$ npx skills add openclaw/openclaw --skill channel-message-flows -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install openclaw/openclaw channel-message-flows --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/openclaw/openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/channel-message-flows .claude/skills/channel-message-flows && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
channel-message-flows
GitHub stars
392k
Used in
1 other repo
Token cost
~306 tokens
SKILL.md length
79 words
Files
1
Skills in repo
93
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when running QA Lab channel message flow evidence.

  • Running QA Lab channel message flow evidence
  • SKILL.md covers QA Scenario and References
  • Calls node

What it does

Channel Message Flows is an agent skill from openclaw/openclaw. Use when running QA Lab channel message flow evidence.

Its SKILL.md is about 310 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Telegram. The repository describes itself as: The AI that really does things. Any OS. Any Platform. The lobster way. 🦞. The licence is MIT.

When your agent uses it

  • Running QA Lab channel message flow evidence

Example prompts

  • “/channel-message-flows”

What it can do on your machine

Read from SKILL.md and the folder at commit 1eb5970. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • node

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Channel Message Flows loads about 306 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 79 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~306

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from openclaw/openclaw at commit 1eb5970, republished under its MIT licence (© openclaw). 79 words, ~306 tokens.

Download SKILL.mdSave it as .claude/skills/channel-message-flows/SKILL.md (or your agent's skills folder).
name
channel-message-flows
description
Use when running QA Lab channel message flow evidence.

Channel Message Flows

Use this from the OpenClaw repo root to run the QA Lab evidence for Telegram draft/final delivery sequencing. The behavior is owned by one transport-native QA flow that can run through QA Channel or Crabline Telegram.

QA Scenario

Run the scenario through QA Lab:

bash
OPENCLAW_BUILD_PRIVATE_QA=1 node scripts/run-node.mjs qa suite \
  --provider-mode mock-openai \
  --scenario channel-message-flows \
  --channel-driver qa-channel

Run the same YAML through the real Telegram plugin against Crabline's local provider server:

bash
OPENCLAW_BUILD_PRIVATE_QA=1 node scripts/run-node.mjs qa suite \
  --provider-mode mock-openai \
  --scenario channel-message-flows \
  --channel-driver crabline \
  --channel telegram

References

  • qa/scenarios/channels/channel-message-flows.yaml
  • extensions/qa-channel/src/inbound.ts
  • extensions/qa-lab/src/qa-transport.ts
  • extensions/qa-lab/src/crabline-transport.ts
  • extensions/telegram/src/draft-stream.ts

The scenario covers channels.streaming as primary evidence and runtime.delivery as secondary evidence.

© openclaw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/channel-message-flows of openclaw/openclaw.

Open the folder on GitHubat commit 1eb5970

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in openclaw/openclaw, which our catalogue first saw on October 8, 2026.

Compare with similar skills

Channel Message Flows next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Channel Message Flows compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Channel Message Flows this skillopenclaw/openclaw392k1 repos~306Automated safety check: PassMIT
Process Inboxtelegramdesktop/tdesktop33k2 repos~4.5kAutomated safety check: PassGPL-3.0
Perform Tasktelegramdesktop/tdesktop33k2 repos~3kAutomated safety check: PassGPL-3.0
Custom Mode Creator for claude-memthedotmack/claude-mem98k—~2.4kAutomated safety check: PassApache-2.0
Continuetelegramdesktop/tdesktop33k2 repos~9.4kAutomated safety check: PassGPL-3.0
Rebasetelegramdesktop/tdesktop33k1 repos~3.7kAutomated safety check: PassGPL-3.0

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Works with

Questions about Channel Message Flows

What does Channel Message Flows do?

A skill your agent uses when running QA Lab channel message flow evidence. Channel Message Flows is an agent skill from openclaw/openclaw. Use when running QA Lab channel message flow evidence.

When should I use Channel Message Flows?

Channel Message Flows fits situations like: running QA Lab channel message flow evidence.

How do I install Channel Message Flows in Claude Code?

Run `npx skills add openclaw/openclaw --skill channel-message-flows -a claude-code`. Or copy the skill folder (.agents/skills/channel-message-flows in openclaw/openclaw) into .claude/skills/channel-message-flows in your project. Claude Code loads it when a task matches its description.

How do I install Channel Message Flows in Codex?

Run `npx skills add openclaw/openclaw --skill channel-message-flows -a codex`. Or copy the skill folder (.agents/skills/channel-message-flows in openclaw/openclaw) into .agents/skills/channel-message-flows in your project. Codex loads it when a task matches its description.

Can I use Channel Message Flows in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add openclaw/openclaw --skill channel-message-flows -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/channel-message-flows, .gemini/skills/channel-message-flows, .github/skills/channel-message-flows and .opencode/skills/channel-message-flows in your project.

What does Channel Message Flows need to run?

Going by SKILL.md and its folder, Channel Message Flows needs the command-line tools its instructions call (node).

Does Channel Message Flows access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Channel Message Flows safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Channel Message Flows use?

Channel Message Flows is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Channel Message Flows use?

About 306 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Channel Message Flows?

Skills that share tags, products or a category with Channel Message Flows: Process Inbox (telegramdesktop/tdesktop, 33k stars), Perform Task (telegramdesktop/tdesktop, 33k stars), Custom Mode Creator for claude-mem (thedotmack/claude-mem, 98k stars) and Continue (telegramdesktop/tdesktop, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Channel Message Flows?

openclaw (a GitHub organization) maintains it in openclaw/openclaw, which has 391,610 GitHub stars. The repository holds 93 skills in this directory. The repository was last updated on October 8, 2026.

Source: openclaw/openclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.