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Transforms repeatable tasks into bounded, evidence-driven agent loops with strict verification and budget controls.
This skill provides a rigorous framework for designing and executing agent loops. Instead of simple repeated prompting, it treats task iteration as a control system consisting of a goal, state, tools, and a budget. It ensures that every loop has a measurable outcome and independent verification, preventing runaway iterations and "hallucinated" success.
Use this skill when a task requires repeated attempts to reach a specific state, such as fixing a suite of CI test failures, conducting timeboxed exploration, or running automated research experiments where a clear success metric exists.
validate_loop_contract.py to ensure loop definitions are strict and complete.ci-repair-loop-example.md.Primarily designed for Codex and other high-capability agents that support complex state management and tool orchestration.
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Development Worktree
Create an isolated git worktree for feature work, auto-run project setup, and verify a clean test baseline before development.
ds-fix — data-science mid-analysis fixer
Orchestrates diagnosis and targeted fixes mid-analysis: diagnose root cause, apply fixes with output-first verification, and update project learnings.
Readwise Reader Document Management
Manage Readwise Reader documents: list, save, search, move, tag, highlight, export and bulk-edit via official and custom CLIs.
Bounty Hunter — Atlas
Persona skill: 'Atlas' — a profit-focused developer persona for discovering, evaluating and executing paid bounties or freelance tasks with ROI-aware workflows.
Junshi — Research Advisor
Daily strategic research advisor that scans arXiv/venues, digests papers, and proposes bold, ranked research ideas tailored to the user's profile.
Full Stack Builder
End-to-end builder that scaffolds, implements, tests, and optionally deploys web and API applications from a natural-language specification.
ezBookkeeping API Tools
Command-line API tools for ezBookkeeping: record and query transactions, retrieve accounts/categories/tags, and fetch exchange rates for self-hosted personal fi
Feishu Voice Sender
Convert MP3s and send them as native Feishu voice messages (playable voice clips) to users or groups.