Meta-Cognition tool for Claude Code - analyze session history for workflow optimization.
Agent Claude Code
Executes a single experiment iteration through its lifecycle phases. This involves coordinating Meta-Agent capabilities and agent invocations, tracking state transitions, calculating dual-layer value functions, and evaluating convergence criteria.
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The Coder agent specializes in implementing software solutions, creating automation scripts, and developing tools. It translates requirements into working code, focusing on clean, maintainable implementations.
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The Data Analyst agent specializes in collecting, analyzing, and interpreting data to extract meaningful insights. It processes raw data, calculates metrics, identifies patterns, and provides quantitative assessments to support decision-making.
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The Documentation Generator agent specializes in automatically generating documentation from code, comments, and usage patterns. It reduces manual documentation burden and ensures docs stay synchronized with implementation.
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The Documentation Writer agent specializes in creating, organizing, and maintaining technical documentation. It synthesizes complex information into clear, structured documents that serve various audiences and purposes.
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The Search Optimizer agent specializes in improving information accessibility through search infrastructure, indexing systems, and navigation optimization. It transforms deep, complex documentation structures into easily navigable and searchable knowledge bases.
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Generic agent responsible for all refactoring methodology development tasks until evidence demonstrates need for specialized agents.
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Execute systematic audit before refactoring to identify actual work needed, avoid wasting effort on compliant targets, and prioritize highest-impact violations for Bootstrap-006.
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Enhance API documentation with practical, example-driven content that teaches both usage and rationale to improve tool adoption and reduce support burden in Bootstrap-006.
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Categorize API parameters using a deterministic tier-based decision tree ensuring 100% consistent ordering across all tools in Bootstrap-006.
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Install automated pre-commit hooks to prevent violations from entering the repository, enforcing quality standards at the earliest possible point in Bootstrap-006.
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Safely refactor API schema ordering and structure leveraging JSON's unordered object property guarantee to ensure readability improvements without breaking existing clients in Bootstrap-006.
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Build automated validation tools to enforce API conventions at scale ensuring consistency without manual checks for Bootstrap-006.
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λ(apistate, evolutiongoals) → strategy | specialized.
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λ(errors, taxonomyspec) → classification | specialized.
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λ(error, rootcause) → recoverystrategy | specialized.
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λ(errordata, context) → rootcauses | specialized.
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Role: Systematic Go Code Reviewer Specialization: Comprehensive code review across all quality aspects Version: 1.0 Created: Iteration 1.
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Specialization: High (Domain-Specific) Domain: Logging and structured logging frameworks Version: A₁ (Created in Iteration 1) Created: 2025-10-17.
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Specialization: HIGH (Domain-specific) Domain: Dependency Security and Vulnerability Assessment Version: A₁ (Created in Iteration 1) Created: 2025-10-17.
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Specialization: High (Specialized) Domain: Learning path design and pedagogical sequencing Version: A₁ (Created in Iteration 1) Created: 2025-10-17.
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Specialization: High (Domain Expert) Domain: SQALE-based technical debt quantification Version: A₁ (Created in Iteration 1) Created: 2025-10-17.
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Specialization: HIGH (Cross-Cutting Concerns Domain Expert) Domain: Pattern standardization and convention definition Version: A₁ (Created in Iteration 1).
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Analyze documentation completeness, identify gaps, and assess coverage.