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Clawsweeper Status

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steipete
clawsweeper-status

ClawSweeper status: URLs, workflow health, active workers, ops snapshot.

Overview

Publishersteipete
Repositoryagent-scripts
Skill nameclawsweeper-status
Stars
6.6K
Forks
547
Bundled files
3
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 3 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by steipete on GitHub. Read the source before you install it.

Installation

Install the Clawsweeper Status AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/steipete/agent-scripts.git /tmp/agent-scripts
mkdir -p .claude/skills
cp -r /tmp/agent-scripts/skills/clawsweeper-status .claude/skills/clawsweeper-status
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Clawsweeper Status in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Clawsweeper Status on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Clawsweeper Status is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

ClawSweeper Status

Quick Start

Run the bundled status script first:

bash
/Users/steipete/Projects/agent-scripts/skills/clawsweeper-status/scripts/clawsweeper-status.sh

Useful options:

bash
# Last 10 hours for the default target repo, openclaw/openclaw
/Users/steipete/Projects/agent-scripts/skills/clawsweeper-status/scripts/clawsweeper-status.sh --hours 10

# A different target repo
/Users/steipete/Projects/agent-scripts/skills/clawsweeper-status/scripts/clawsweeper-status.sh --repo openclaw/clawhub

# More rows per activity section
/Users/steipete/Projects/agent-scripts/skills/clawsweeper-status/scripts/clawsweeper-status.sh --limit 15

Output Contract

Report these sections concisely:

  • Workers: workflow state, Codex jobs against configured capacity, exact-review queue and target occupancy when available, and active workflow groups. Public queue aggregates remain usable without private target occupancy; occupancy unavailable does not mean zero.
  • Queue health: lead with this whenever it is not healthy. Pending depth on its own is not a verdict — read the split the script prints underneath it:
    • ready/admissible near zero while pending is deep means the lane is deliberately holding items back, not stalled.
    • Queue backoff: throttle_retry N means GitHub is rate-limiting; the lane recovers on its own once quota returns.
    • Queue parked (needs operator): review_retry_exhausted N does not self-heal. Parked items retry at 5/10/20 minutes and then wait for a human. Always call these out explicitly.
    • Shed since reset climbing into the thousands means sustained overload, not a blip.
  • Publication tail: aggregate pending/ready/backoff/parked/active counts and capacity when available, plus retry and parked reasons. This is separate from the review backlog, not per-target activity; legacy responses without this lane report unavailable.
  • Recently merged: merged PR URLs plus one-line titles.
  • Recently reviewed: ClawSweeper/Codex review comment URLs plus one-line comment summary.
  • Recently commented: other recent ClawSweeper comment URLs plus one-line comment summary.
  • Recently closed: closed issue/PR URLs plus one-line titles.

If the script returns no rows for a section, say none found in window.

Active workflow groups are capped at 20, ordered by descending run count; activity sections are capped at --limit rows. Large workflow snapshots must still reach all activity sections. Required fetch/parser failures remain fatal; optional queue/capacity telemetry can remain unavailable.

Efficient Data Sources

Prefer the script because it uses bounded API calls:

  • field-bounded Actions run queries and bounded active-job probes from openclaw/clawsweeper;
  • the small automation-limits config and exact-review queue status endpoint for capacity context;
  • recent issue comments for review/comment URLs;
  • a field-bounded closed-item search for close URLs and actors;
  • field-bounded recent merged PRs.

Do not browse the web for these checks. Use gh directly.

Interpretation

  • Cancelled repository-dispatch review runs are usually expected supersession when a newer event for the same item arrives.
  • Count Codex usage from actual in-progress/queued jobs; use setup-action steps plus known lane names to identify Codex work.
  • Treat pending workflow runs as concurrency waiters, not queued Codex jobs.
  • Treat stale worker counts cautiously; compare the status-filtered gh run list results with the default recent-run list when numbers disagree.
  • Queue reads stay unauthenticated. Public oldest-pending age is useful without a private item key; missing health counts remain unknown, not zero.
  • Use full GitHub URLs in the final answer.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Clawsweeper Status AI skill do?

ClawSweeper status: URLs, workflow health, active workers, ops snapshot.

Why use Clawsweeper Status on TypingMind?

Because you install it once and use it with any model. Clawsweeper Status is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Clawsweeper Status in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/steipete/agent-scripts/tree/main/skills/clawsweeper-status. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Clawsweeper Status?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Clawsweeper Status?

As many as you like. As long as a model supports skills, you can use Clawsweeper Status with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Clawsweeper Status AI skill free?

Yes. It is published on GitHub by steipete under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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