MCP App StoreMCP App StoreHumanize Refine Plan ingests an annotated implementation plan (using CMT:/ENDCMT markers) and outputs a cleaned, comment-free plan plus a QA ledger that records every comment, classification, disposition, and any applied changes. It preserves the gen-plan schema and writes outputs atomically, with optional translated variants. Concrete use case: convert an in-repo design draft with reviewer comments into a ready-to-execute plan and a QA audit trail.
Use this skill when you have a plan draft containing inline reviewer comments (CMT blocks) and you need a production-ready plan and a QA ledger documenting decisions. Choose discussion mode for ambiguous comments (prompt the user) or direct mode to auto-resolve with minimal safe assumptions.
Compatible with agent workflows that support scripted flows and local filesystem operations (Claude/Claude-Code/CLI-style agents and automation runners).
Skill for refining annotated gen-plan documents by stripping CMT:/ENDCMT blocks and producing a QA ledger. No bundled scripts — purely an instruction-based flow. SKILL.md is well-structured with a detailed mermaid flowchart, clear argument rules, exit code table, and output contracts. Niche utility tied to the humanize/polyarch ecosystem.
No scripts to execute — static analysis only. The skill is well-documented and follows the skill spec closely. Its usefulness is limited to users of the humanize/polyarch gen-plan workflow, which is a narrow audience.
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.
