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genpark-agent-recursive-self-critique-reflection-skill

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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP clients to run deterministic, zero-dependency recursive self-critique and reflection loops over a payload and optional options, iteratively evaluating and revising agent output to autonomously repair logic defects, test failures, and hallucinations. Supports direct JSON-RPC stdio integration into MCP-compliant clients such as Claude Desktop and Cursor.
      7
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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents and MCP clients to decompose text into atomic claims and cross-verify them against reference knowledge to flag ungrounded claims, numerical contradictions, and hallucinated entities. Runs deterministically with zero dependencies over JSON-RPC stdio, avoiding LLM round-trips for routine verification tasks.
      7
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLMs to reason dialectically by forcing separate thesis, antithesis, and synthesis passes, and to build verified code through a player-coach loop where an independent coach checks requirements and tests rather than trusting the model's self-report. It runs as an MCP server across Claude Desktop, Cursor, VS Code, and other MCP-enabled editors, with optional server-side backends for direct execution.
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    • A
      license
      Not graded
      quality
      C
      maintenance
      Enables users to define and run reusable role-based agent profiles that complete tasks alone or in bounded multi-agent discussions with independent proposals, parallel critiques, an independent judge verdict, and optional revision rounds, persisting all session events to a local SQLite log. It works over MCP stdio with any OpenAI-compatible chat completions endpoint and exposes profiles as resources.
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables MCP clients to generate dialectical reasoning prompts that force a model to argue thesis, antithesis, and synthesis, and to run autocoding player-coach loops where an independent verifier checks each requirement until approval. Supports optional server-side backends, persistent sessions, and integration with editors such as Claude Desktop, Cursor, and VS Code.
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