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

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by Alpha-Park

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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables MCP-compliant agents to run deterministic iterative self-critique and reflection loops that autonomously evaluate and revise outputs to repair logic defects, test failures, and hallucinations. It connects via JSON-RPC stdio with no external dependencies, supporting fast local execution and agent integration.
      7
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    • 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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    • A
      license
      B
      quality
      B
      maintenance
      Exposes five prompt-engineering skills as MCP tools, prompts and resources so a connected AI client can itself prepare and execute task, system-prompt, evaluation and rewrite work. It also provides a durable, resumable pipeline that tracks isolated worker dispatches, validates stage output, enforces loop limits and persists run artifacts — locally over stdio or self-hosted on Cloudflare Workers without any model API key.
      13
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    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables fault-tolerant agent tool execution with adaptive exponential backoff, full jitter, rate-limit 429 backpressure handling, and circuit breaker patterns to make AI agent calls resilient to transient failures. Plugs directly into MCP-compliant clients via JSON-RPC 2.0 stdio with zero external dependencies.
      7
      -
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables agents and MCP-compliant clients to resolve tool execution graphs as topological dependency DAGs, batching independent calls in parallel and speculatively prefetching arguments to cut latency and token burn. Runs deterministically as a zero-dependency JSON-RPC 2.0 stdio server for frameworks like LangGraph, CrewAI, AutoGen, and IDEs such as Cursor, Windsurf, and Claude Desktop.
      7
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    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLMs to reason dialectically through thesis, antithesis, and synthesis, and to run player-coach autocoding loops with independent verification. Exposes these capabilities as MCP tools for editors such as Claude Desktop, Cursor, and VS Code, with optional server-side backends for direct execution.
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