Skip to content
Diagnosis · Automation

threads

Use when the user explicitly asks for $threads, Codex-native subagents, 开几个子 agent, or a GitHub issue/PR queue needing parallel lanes,…

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 + 4 scripts
Python.
Maintained
Last change 2 Oct 2026
On the repository’s main branch.

What it does

Use this skill to turn a broad request into controlled Codex-native subthreads with explicit lanes, file ownership, review gates, and verifiable closure.

What it can touch

  • Includes 4 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/analyze_run_log.py, scripts/append_run_log.py, scripts/run_budget_contract.py, scripts/run_log_schema.py.

  • No known risk pattern found

    Launch7’s automated check read all 9 text files in this skill and matched none of its 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 414b597 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 majiayu000/spellbook: 2026-10-02 (3 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 4 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

More from majiayu000

All from this publisher →
  • ai-agents

    Production-grade AI agent patterns with MCP integration, agentic RAG, handoff orchestration, multi-layer guardrails, and observability (modern best…

    majiayu000Contacts outside web addresses
  • langsmith-fetch

    Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio.

    majiayu000Installs other software
  • mckinsey-consultant

    The publisher’s description is only a heading. Open the skill to read what it does.

    majiayu000Instructions only
  • agentsmd-scaffold

    Generate or update repository-specific AGENTS.md instruction files from real repo evidence.

    majiayu000Includes 1 script
  • app-ui-design

    Mobile app UI design expert for iOS and Android.

    majiayu000Instructions only