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Major addition: Complete agent evaluation framework with production-ready template. ## Added - **Resource Evaluation**: nao framework (score 3/5) - Identified critical gap: agent evaluation not documented - Technical challenge adjusted score 2/5 → 3/5 - All claims fact-checked (TypeScript 58.9%, Python 38.5%) - **Guide Section**: Agent Evaluation (guide/agent-evaluation.md, ~3K tokens) - Metrics: response quality, tool usage, performance, satisfaction - Patterns: logging hooks, unit tests, A/B testing, feedback loops - Example: analytics agent with built-in metrics - Tools: nao framework reference, Claude Code hooks integration - **AI Ecosystem**: Section 8.2 Domain-Specific Agent Frameworks - nao (Analytics Agents): Database-agnostic, built-in evaluation - Transposable patterns: context builder, evaluation hooks, DB integrations - **Template**: Analytics Agent with Evaluation (5 files, ~1K lines) - README: setup, usage, troubleshooting - Agent: SQL generator with evaluation criteria, safety rules - Hook: automated metrics logging (safety, performance, errors) - Script: analysis with stats, safety reports, recommendations - Report template: monthly evaluation format ## Changed - Agent Evaluation Guide: updated template references, verified links - Landing Site: templates count 110 → 114 - Version: 3.23.5 → 3.24.0 Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Guide Documentation
Core documentation for mastering Claude Code.
Contents
| File | Description | Time |
|---|---|---|
| ultimate-guide.md | Complete reference covering all Claude Code features | ~3 hours |
| mcp-servers-ecosystem.md | Community MCP servers: 8 validated servers (Playwright, Semgrep, Kubernetes, etc.) with production configs | 25 min |
| third-party-tools.md | Community tools: GUIs, TUIs, config managers, token trackers, alternative UIs | 15 min |
| claude-code-releases.md | Official release history (condensed) | 10 min |
| known-issues.md | Critical bugs tracker: security issues, token consumption, verified community reports | 15 min |
| cheatsheet.md | 1-page printable quick reference | 5 min |
| visual-reference.md | Visual cheatsheet — ASCII diagrams for key concepts | 5 min |
| architecture.md | How Claude Code works internally (master loop, tools, context) | 25 min |
| learning-with-ai.md | Guide for juniors on using AI without losing skills | 15 min |
| adoption-approaches.md | Implementation strategies for teams | 15 min |
| agent-evaluation.md | Agent quality metrics: Measuring custom agent effectiveness with hooks, tests, and feedback loops | 20 min |
| data-privacy.md | Data retention and privacy guide | 10 min |
| observability.md | Session monitoring and cost tracking | 15 min |
| methodologies.md | 15 development methodologies reference (TDD, SDD, BDD, etc.) | 20 min |
| security-hardening.md | Security threats, MCP vetting, injection defense | 25 min |
| ai-traceability.md | AI attribution, disclosure policies, git-ai, compliance | 20 min |
| devops-sre.md | FIRE framework for infrastructure diagnosis and incident response | 30 min |
| sandbox-isolation.md | Docker Sandboxes, cloud alternatives, safe autonomy workflows | 10 min |
| ai-ecosystem.md | Complementary AI tools (Perplexity, Gemini, Kimi, NotebookLM, TTS) | 30 min |
| cowork.md | Claude Cowork: Summary (see dedicated repo for full docs) | 5 min |
| workflows/ | Practical workflow guides for Claude Code | 30 min |
Cowork Documentation
For knowledge workers using Claude Cowork (agentic desktop):
| Resource | Description |
|---|---|
| Cowork Hub | Complete Cowork documentation |
| Getting Started | Setup and first workflow |
| Capabilities | What Cowork can/cannot do |
| Security Guide | Safe usage practices |
| Prompt Library | 50+ ready-to-use prompts |
| Cheatsheet | 1-page quick reference |
Workflows
Hands-on guides for effective development patterns:
| File | Description |
|---|---|
| workflows/tdd-with-claude.md | Test-Driven Development with Claude |
| workflows/spec-first.md | Spec-First Development (SDD) |
| workflows/plan-driven.md | Using /plan mode effectively |
| workflows/iterative-refinement.md | Iterative improvement loops |
| workflows/tts-setup.md | Add text-to-speech narration to Claude Code (18 min) |
| workflows/task-management.md | Multi-session task tracking, TodoWrite migration |
Recommended Reading Order
- New users: Start with Quick Start section in
ultimate-guide.md - Daily reference: Print
cheatsheet.md - Team leads: Read
adoption-approaches.mdfor rollout strategies
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