Other skills

Metacognitive check-ins during problem solving - detects when to pivot or persist

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Problem-solving with Rudin's Real and Complex Analysis textbook

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Develops mathematical understanding through examples, visualization, and analogy

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Wiring Verification

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Routes problems to appropriate mathematical frameworks using expert heuristics

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Show full session token usage, costs, TLDR savings, and hook activity

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Tum ekibi ayni anda devreye sok. Agent'lar paralel calisir, birbirine soru sorar, birlikte gelistirir. Kullanim: /swarm <gorev>

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Validation agent that validates plan tech choices against current best practices

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ThoughtWorks Radar model, technology evaluation framework, ADR format, and stack compatibility analysis

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Agent basina token kullanimi takibi, maliyet optimizasyonu, butce limitleri ve ROI analizi. Session ve proje bazinda harcama raporlari. Hangi agent ne kadar token tuketiyor, hangisi verimli, hangisi israf.

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OpenTelemetry setup, span context propagation, sampling strategies, Jaeger queries

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Multi-agent coordination, critical path method, dependency DAG, and agent allocation optimization

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Resume work from handoff document with context analysis and validation

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Autonomous skill lifecycle manager. Reviews skill-compounder drafts, promotes high-confidence patterns, merges duplicates, archives low-quality drafts. Zero manual review required - runs on every session start.

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30+ service-specific secret detection regex patterns, entropy-based detection, PEM/JWT/Base64 identification, and false positive filtering.

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Search Tool Hierarchy

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Lossless session context compression for token efficiency. Extracts entities, decisions, and state into compact format before context window fills. 10-30x reduction in context size while preserving all actionable information.

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Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

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Skill Development Rules

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Router-First Architecture

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Choose the right search tool for each query type

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Search past reasoning for relevant decisions and approaches

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Self-evolving skill system. Skills are scored after execution (0-100) on 5 dimensions. Score 90+ over 5 runs = crystallized (locked). Score below 30 = auto-repair attempted. Skills improve themselves through usage feedback.

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Upgrade any skill to v5 Hybrid format using decision theory + modal logic

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