Database design and optimization specialist. Schema design, query optimization, indexing strategies, data modeling, and migration planning for relational and NoSQL databases.
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Database design and optimization specialist. Schema design, query optimization, indexing strategies, data modeling, and migration planning for relational and NoSQL databases.
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Background orchestrator that drains the system-wide cron-actions-queue.jsonl queue safely, preventing LLM context pollution in the primary router.
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Validate whether a proposed new artifact is feasible in the current stack before creator workflows run.
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C++ coding standards and best practices.
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Applies general rules for Convex development, emphasizing schema design, validator usage, index-first query patterns, function registration, and correct handling of system fields.
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Safe codebase cleanup: delete AI slop, consolidate duplicates, update imports — always test-verified before committing
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Estimate per-turn token attribution across 6 categories in Claude Code sessions to show where context budget is spent
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Automated security scanner for external skill/agent content fetched from GitHub or web sources. Runs a 7-step PASS/FAIL security gate against fetched markdown/text content.
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Use when analyzing published content (blog posts, social media, newsletters) for sentiment, structural quality, hook effectiveness, readability, topic classification, and engagement correlation. Invoke for daily post analysis, content audits, or engagement driver identification.
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Rules for creating and maintaining Dockerfiles.
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Container orchestration expert including Docker, Kubernetes, Helm, and service mesh
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Byzantine consensus voting for multi-agent decision making. Implements voting protocols, conflict resolution, and agreement algorithms for reaching consensus among multiple agents.
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Configuration management techniques
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Aims for high test coverage using pytest, testing both common and edge cases.
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Requires detailed type annotations for all Python functions, methods, and class members.
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Rules pertaining to Composer dependency management, promoting best practices for declaring and updating dependencies.
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AI-based complexity assessment for task analysis. Use when determining the appropriate workflow, phases, and validation depth for a task.
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Detect Claude Code context compaction events in session JSONL logs. Identifies compaction boundaries, measures token delta before/after, reports compaction events with timestamps and token impact.
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Validates commit messages against Conventional Commits specification using programmatic validation. Replaces the git-conventional-commit-messages text file with a tool that provides instant feedback.
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Analyze code changes (commits, PRs, diffs) for security vulnerabilities using STRIDE analysis and CWE mapping
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Programmatic code style validation using AST analysis. Complements (not replaces) code-style rules by providing automated checking and instant feedback.
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Use ast-grep for AST-based code pattern matching.
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Creates command files for the Claude Code framework. Commands are user-facing shortcuts that delegate to skills.
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Decision framework for agents to determine WHEN and WHETHER to use Claude Code's native cron scheduler (CronCreate/CronList/CronDelete) vs OS cron, GitHub Actions, or simple Task() delegation.
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