fix: correct mgrep misattribution in Everything Claude Code evaluation
Issue: - Incorrectly claimed Everything Claude Code contained "mgrep (50% token reduction)" tool - No such tool exists in affaan-m/everything-claude-code (verified via WebFetch + repo search) - Confused mgrep (mixedbread-ai semantic search) with non-existent token reduction tool Files corrected: - docs/resource-evaluations/015-everything-claude-code-github-repo.md (14 occurrences removed) - machine-readable/reference.yaml:724 (unique patterns list updated) - guide/ultimate-guide.md:14821 (replaced with verified patterns) - CHANGELOG.md (v3.17.0 and v3.15.0 entries updated) Verified patterns now documented: - hookify (conversational hooks) - pass@k metrics (formal verification) - sandboxed subagents (tool restrictions) - strategic compaction skills (context management) Impact: Maintains guide accuracy, prevents user confusion Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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Florian BRUNIAUX
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4 changed files with 51 additions and 41 deletions
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@ -12,7 +12,7 @@
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## Executive Summary
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"Everything Claude Code" is a production-ready configuration collection built from 10+ months of intensive daily use by an Anthropic hackathon winner. Unlike our tutorial-focused Ultimate Guide, it provides **battle-tested configs, plugin system, and unique optimization patterns** (mgrep, hookify, pass@k metrics). With 31.9k stars in 9 days, it represents the largest community-validated Claude Code resource.
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"Everything Claude Code" is a production-ready configuration collection built from 10+ months of intensive daily use by an Anthropic hackathon winner. Unlike our tutorial-focused Ultimate Guide, it provides **battle-tested configs, plugin system, and unique optimization patterns** (hookify, pass@k metrics, sandboxed subagents). With 31.9k stars in 9 days, it represents the largest community-validated Claude Code resource.
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**Recommendation**: **CRITICAL (Score 5)** - Integrate immediately as complementary resource. Their production configs + our educational guide = complete ecosystem.
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@ -70,7 +70,7 @@
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**Depth Quality**:
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- Planner agent: 4-phase structured methodology with risk assessment
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- Token optimization: mgrep (50% reduction), model selection strategies
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- Token optimization: Model selection strategies, system prompt slimming, context modes
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- Parallelization: Git worktrees, tmux integration, cascade method
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- Verification: pass@k and pass^k metrics with empirical eval patterns
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- Memory persistence: Stop Hook auto-summarization, checkpoint-based evals
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@ -82,7 +82,7 @@
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| Educational depth | ✅ 11K lines | ⚠️ Assumes knowledge | We cover foundations |
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| Production configs | ⚠️ Templates | ✅ Battle-tested | They provide ready-to-use |
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| Plugin system | ❌ None | ✅ Hookify, skill creator | They innovate distribution |
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| Token optimization | ✅ Symbol system | ✅ mgrep, model selection | Different approaches |
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| Token optimization | ✅ Symbol system | ✅ Model selection, prompt slimming | Different approaches |
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| Parallelization | ✅ Tool calls | ✅ Worktrees, tmux, cascade | Different layers |
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| Verification | ⚠️ Basic testing | ✅ pass@k metrics | They formalize QA |
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| Community | ✅ Quiz, evaluations | ✅ 31.9k stars, discussions | Both strong |
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@ -119,7 +119,7 @@
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- CONTRIBUTING.md: Clear extension model
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**Cost-Benefit**:
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- Token savings: mgrep (-50%), model selection (Haiku for simple tasks)
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- Token savings: Model selection (Haiku for simple tasks), context modes, MCP limitation
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- Time savings: Pre-built agents, hook automation
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- Risk reduction: Security-reviewer agent, red flags checklist
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@ -131,16 +131,16 @@
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**Novel Approaches Not in Our Guide**:
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1. **mgrep Tool**: 50% token reduction vs grep/ripgrep (undocumented elsewhere)
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2. **Hookify Plugin**: Conversational hook creation (describe automation → JSON generated)
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3. **pass@k and pass^k Metrics**: Formal verification math (k=3 → 91% pass@k, 34% pass^k)
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4. **Sandboxed Subagents**: Tool restriction per agent (security agent can't Edit files)
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5. **Cascade Method**: Multi-instance management (left-to-right, oldest-to-newest)
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6. **Stop Hook Pattern**: Auto-summarization at session end (vs per-message)
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7. **Skill Creator from Git History**: Extract patterns from actual commits (plugin or local)
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8. **Context-Aware MCP Management**: 20-30 configured, <10 enabled per project
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9. **Checkpoint-Based File Undo**: Separate from conversation history
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10. **Iterative Retrieval Pattern**: 3-cycle max for subagent context clarification
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1. **Hookify Plugin**: Conversational hook creation (describe automation → JSON generated)
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2. **pass@k and pass^k Metrics**: Formal verification math (k=3 → 91% pass@k, 34% pass^k)
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3. **Sandboxed Subagents**: Tool restriction per agent (security agent can't Edit files)
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4. **Cascade Method**: Multi-instance management (left-to-right, oldest-to-newest)
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5. **Stop Hook Pattern**: Auto-summarization at session end (vs per-message)
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6. **Skill Creator from Git History**: Extract patterns from actual commits (plugin or local)
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7. **Context-Aware MCP Management**: 20-30 configured, <10 enabled per project
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8. **Checkpoint-Based File Undo**: Separate from conversation history
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9. **Iterative Retrieval Pattern**: 3-cycle max for subagent context clarification
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10. **Strategic Compaction Skills**: Manual compaction suggestions to manage context growth
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**Differentiation from Existing Resources**:
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- Our guide: Educational, comprehensive reference
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@ -153,8 +153,9 @@
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- Only plugin-based distribution system
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- Only repo with formal verification metrics (pass@k)
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- Only guide addressing subagent tool restrictions
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- Only resource with conversational hook creation (hookify)
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**Rating Justification**: Maximum score for introducing 10+ unique patterns not documented elsewhere.
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**Rating Justification**: Maximum score for introducing 9+ unique patterns not documented elsewhere.
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---
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@ -239,7 +240,7 @@
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### Production Config Collection
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- **Everything Claude Code** (31.9k⭐): Battle-tested agents, skills, hooks, commands from Anthropic hackathon winner
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- Plugin installation system
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- mgrep tool (50% token reduction)
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- Hookify (conversational hook creation)
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- pass@k verification metrics
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- Dual guides (shortform + longform)
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- [Repository](https://github.com/affaan-m/everything-claude-code)
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@ -251,16 +252,16 @@
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- Positioning: Complementary, not competitive
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3. **Extract Unique Patterns**:
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- mgrep tool documentation
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- pass@k and pass^k metrics explanation
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- Hookify plugin workflow
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- Sandboxed subagents pattern
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- Cascade method for multi-instance management
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- Strategic compaction skills
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4. **Update cheatsheet.md**:
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- Add "Community Production Configs" section
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- Link to their plugin installation guide
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- Mention mgrep as alternative to grep
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- Mention hookify for conversational hook creation
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5. **Reference in machine-readable/reference.yaml**:
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```yaml
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@ -286,7 +287,7 @@
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8. **Update Quiz**:
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- Add questions about pass@k metrics
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- Add mgrep vs grep comparison
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- Add hookify workflow questions
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- Add plugin installation workflow
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### Long-Term Actions (1 month+)
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@ -297,9 +298,9 @@
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- Community AMA or discussion thread
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10. **Evaluate Adopting Patterns**:
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- Consider mgrep tool integration
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- Evaluate pass@k metrics for our templates
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- Assess plugin system viability for our examples
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- Consider hookify-inspired conversational config creation
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---
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@ -312,7 +313,7 @@
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| **Audience** | Learners + practitioners | Production users | Different |
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| **Depth** | Concepts + examples | Battle-tested configs | Tie |
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| **Breadth** | Comprehensive (66+ templates) | Specialized (15+ dirs) | Tie |
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| **Innovation** | Symbol system, MODE framework | mgrep, hookify, pass@k | Tie |
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| **Innovation** | Symbol system, MODE framework | Hookify, pass@k, sandboxed subagents | Tie |
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| **Distribution** | Git clone + manual setup | Plugin installation | Them |
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| **Validation** | Community review (200⭐) | Production use + 31.9k⭐ | Them |
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| **Maintenance** | Active (daily updates) | Active (59 commits) | Tie |
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## Unique Learnings to Extract
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### 1. mgrep Tool (Token Optimization)
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- 50% token reduction vs grep/ripgrep
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- Implementation details to document
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- Comparison benchmarks to validate
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### 2. pass@k and pass^k Metrics
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### 1. pass@k and pass^k Metrics
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- Formal verification approach:
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- pass@k: At least one of k attempts succeeds
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- pass^k: All k attempts must succeed
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- Example: k=3 → 91% pass@k, 34% pass^k
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- Application: Measure skill effectiveness empirically
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### 3. Hookify Plugin Workflow
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### 2. Hookify Plugin Workflow
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- Conversational hook creation (describe need → JSON generated)
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- Lowers barrier vs manual JSON writing
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- Pattern: Natural language → structured config
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### 4. Sandboxed Subagents
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### 3. Sandboxed Subagents
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- Tool restriction per agent (security-reviewer can't Edit)
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- Prevents accidental destructive actions
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- Implementation: Define `tools: [Read, Grep]` in agent config
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### 5. Cascade Method (Multi-Instance)
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### 4. Cascade Method (Multi-Instance)
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- Manage multiple Claude instances: "Sweep left to right, oldest to newest"
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- Focus on 3-4 tasks max
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- Prevents context switching overhead
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### 6. Stop Hook Pattern
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### 5. Stop Hook Pattern
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- Auto-summarization at session end (vs per-message)
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- Captures: successes, failures, unexplored paths
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- Feeds into reusable skills
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### 7. Skill Creator from Git History
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### 6. Skill Creator from Git History
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- Extract patterns from actual commits
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- Plugin or local implementation
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- Pattern: `git log` → skill definition
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### 8. Context-Aware MCP Management
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### 7. Context-Aware MCP Management
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- 20-30 MCPs configured, <10 enabled per project
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- Reduces context window pressure (200k → 70k effective)
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- Strategy: Enable per task, not globally
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### 9. Iterative Retrieval Pattern
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### 8. Iterative Retrieval Pattern
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- 3-cycle max for subagent context clarification
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- Corrects subagent limitation (lack of orchestrator context)
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- Flow: Query → Clarify → Revisit → Output
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### 10. Two-Instance Kickoff Pattern
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### 9. Two-Instance Kickoff Pattern
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- Instance 1 (Scaffolding): Project structure + config
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- Instance 2 (Research): Deep integration + docs
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- Prevents context mixing early in project
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**Rationale**:
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1. **Unprecedented Validation**: 31.9k stars in 9 days = largest community endorsement
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2. **Production Proven**: Hackathon win + 10+ months battle-testing
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3. **Unique Innovation**: 10+ patterns not documented elsewhere (mgrep, hookify, pass@k)
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3. **Unique Innovation**: 9+ patterns not documented elsewhere (hookify, pass@k, sandboxed subagents)
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4. **Complementary Positioning**: Their configs + Our guide = complete learning-to-production path
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5. **Active Ecosystem**: Plugin system, skill creator, ongoing development
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**Related Evaluations**:
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- N/A (first major GitHub repo evaluation)
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**Keywords**: production-configs, plugin-system, battle-tested, hackathon-winner, mgrep, hookify, pass-at-k, subagent-delegation, token-optimization, verification-metrics
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**Keywords**: production-configs, plugin-system, battle-tested, hackathon-winner, hookify, pass-at-k, subagent-delegation, token-optimization, verification-metrics, sandboxed-subagents
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