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Diagnosis · Automation

work-loop

> Surface = stop the current loop, emit a brief description of the situation (what happened, what you tried, current state), name the minimum viable recovery rung, and wait for human direction.

Connecting the steps of a workflow

Works with
ClaudeChatGPTGeminiClaude CodeCodexCursorCopilotGemini CLI
Setup
One command
Best in a coding tool, where its scripts can run.
Contains
Instructions + 14 scripts
Python.
Maintained
Last change 4 Oct 2026
On the repository’s main branch.

What it does

> Surface = stop the current loop, emit a brief description of the situation (what happened, what you tried, current state), name the minimum viable recovery rung, and wait for human direction.

Read more

Do not retry, redispatch, or silently continue. Recovery rungs in cost order: steer (redirect this session with corrected instructions — cheapest; preserves context) / rerun (new session, gap-closed brief — keeps prior commits, discards context) / salvage (manual recovery from the last clean branch — use when agent state is irrecoverable). (Reviewers also "surface" findings in the descriptive sense — context disambiguates.)

When your AI uses it

Use when implementing or resuming a non-trivial repository change: a feature, behavior-changing fix, refactor, migration, framework or…

You don’t need to name it. Ask for the job in your own words — your AI loads the skill when the request matches.

What it can touch

  • Includes 14 scripts

    Your AI can run these when the skill is used — on your computer in a coding tool (which asks first unless you have told it not to), or in the AI’s own sandbox in Claude and ChatGPT.

    How we know

    Found in the skill’s folder: scripts/_loop_guards.py, scripts/_statelock.py, scripts/append-knowledge.py, scripts/check-base-freshness.py….

  • Lets your AI run any terminal command without asking, while the skill is in use

    While the skill is working, Claude Code will not stop to ask before each terminal command. The permission ends when you send your next message.

    How we know

    SKILL.md line 1: “allowed-tools: Read Write Edit Bash Agent”. Read 2026-10-05, commit 959ce3f.

    SKILL.md, line 1 ↗
  • No serious risk pattern found

    Launch7’s automated check read all 49 text files in this skill and matched none of its serious risk patterns. This is not a guarantee: a check like this can miss new or disguised tricks, and the author can change the files after the check.

    How we know

    Read 2026-10-05, commit 959ce3f by pipeline/trust/analyze.py — 40+ patterns for hidden text, prompt injection, downloads that run, credential access and more. It reads; it never runs the skill.

  • Recently maintained

    Its repository has had changes recently.

    How we know

    Last push to eugenelim/agent-ready-repo: 2026-10-04 (1 days before the scan).

Read automatically from the skill’s own files on GitHub on 5 Oct 2026. Launch7 does not run or manually review skills: this lists what the check saw, and nothing here means “safe”. How we check

Add it to your AI

Partly. Upload it in Claude’s settings — the instructions work; the scripts need the full folder.

  1. Built in your browser from the SKILL.md on GitHub — nothing passes through Launch7.

  2. In Claude, open Customize → Skills, press +, then Create skill → Upload a skill, and choose the .zip.

  3. Make sure code execution is switched on (Settings → Capabilities). Skills need it.

  4. Start a new chat and ask for the job in your own words — Claude picks the skill up when it fits.

This skill ships 14 scripts beside its instructions. The download here is the SKILL.md alone — enough for the instructions, not for the parts that run code. Use the command route, or take the full folder from the repository.

How Claude does this: support.claude.com · checked 28 Sep 2026 · “Supported” means documented by the vendor; Launch7 has not run it end to end

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