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• Grove

  alxshelepenok

  A

  license

  A

  quality

  B

  maintenance

  A machine-enforced workflow protocol for AI coding agents that eliminates false progress. Tasks require verifiable evidence to close, while decisions, assumptions, and open questions persist in a versioned reasoning graph for seamless agent handoffs. Designed to keep deep, long-running projects coherent across sessions, agents, and months.

  Updated 3 days ago (2026-10-20 07:23 UTC)

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• io.github.xngg1021/academic

  xngg1021

  F

  license

  -Not graded

  quality

  A

  maintenance

  Enables deterministic, harness-neutral research workflows by unifying research object identity, evidence receipts, claim-evidence graphs, and append-only decision logs, along with specialized scholarly skills for literature analysis, reproducibility audits, and multi-agent review.

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• clawsgo-science-mcp

  liudongyan13701205717-source

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables fully local, end-to-end research automation: reproducing papers from PDF into runnable code and verified artifacts, writing papers section-by-section with LaTeX/PDF/DOCX export, and running an ideate→debate→design→verdict research pipeline—all without an API key.

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• Verinoda

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  license

  A

  quality

  B

  maintenance

  Enables coding agents to analyze a repository evidence-first, answering questions as verifiable claims with source evidence, targeted test observations, and reference resolution.

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• ai-architect

  cdeust

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  license

  -Not graded

  quality

  F

  maintenance

  An autonomous software-engineering pipeline for Claude Code that runs on real evidence: codebase intelligence tools, git analytics, deterministic verification rules, and zero LLM-judges-LLM. Every claim traces to a paper and every PR passes its own gates.

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• methods-mcp

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  Enables structured extraction of methods and reproducibility heuristics from academic papers, allowing AI agents to obtain metadata, full text, structured methods, code repository discovery, and a no-clone reproducibility verdict from a paper URL.

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