docs: add everything-claude-code to ecosystem + verification loops pattern
- Add affaan-m/everything-claude-code to ecosystem (16k+ stars) - Note: author hackathon win was for Zenith project, not this repo - Caveat: Node.js hooks not officially recommended by Anthropic - Document "Verification Loops" pattern in methodologies.md - Official Anthropic guidance: iterate until tests pass - Document "Eval Harness" concept with source link - Reference: anthropic.com/engineering/demystifying-evals-for-ai-agents - Add deep_dive index entries for quick lookup Co-Authored-By: Claude <noreply@anthropic.com>
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@ -142,11 +142,26 @@ Strict iteration: 2 weeks max per feature.
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With Claude: Be explicit. "Write FAILING tests that don't exist yet."
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> **Verification Loops** — A formalized pattern for autonomous iteration:
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>
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> Use testing as termination condition:
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> 1. Claude writes tests for the feature
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> 2. Claude iterates code until tests pass
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> 3. Continue until explicit completion criteria met
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>
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> **Official guidance**: *"Tell Claude to keep going until all tests pass. It will usually take a few iterations."* — [Anthropic Best Practices](https://www.anthropic.com/engineering/claude-code-best-practices)
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>
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> Implementation: Can be enforced via Stop hooks, multi-Claude verification, or explicit "DONE" markers in prompts.
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**Eval-Driven Development** — TDD for LLMs. Test agent behaviors via evals:
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- Code-based: `output == golden_answer`
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- LLM-based: Another Claude evaluates
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- Human grading: Reference, slow
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> **Eval Harness** — The infrastructure that runs evaluations end-to-end: providing instructions and tools, running tasks concurrently, recording steps, grading outputs, and aggregating results.
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>
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> See Anthropic's comprehensive guide: [Demystifying Evals for AI Agents](https://www.anthropic.com/engineering/demystifying-evals-for-ai-agents)
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**Multi-Agent Orchestration** — From single assistant to orchestrated team:
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```
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Meta-Agent (Orchestrator)
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