Plan the current feature (feature-first). Resolve registry/spec, detect Mode, and write tasks.
Analyze existing repositories, maintain structure, setup guardrails and best practices
Use when CI tests fail on main branch after PR merge, or when investigating flaky test failures in CI environments
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Translate skills from one industry to another, identify transferable skills
Perform CI-parity self-review for the current feature. Feature-first, git/local safe.
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Install and configure Swift programming language on Debian Linux for server-side development. Use when building Swift applications on Linux or setting up a Swift development environment.
Save durable session handoff for a feature to WORKING.md plus history snapshot. Feature-first, safe.
Create or update a feature registry entry and seed feature files. Feature-first, safe, idempotent.
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Post announcements and messages to Discord channels. Use when sharing updates, releases, or team communications.
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Interact with Google's Gemini model via CLI. Use when needing a second opinion from another LLM, cross-validation, or leveraging Gemini's Google Search grounding. Supports multi-turn conversations...
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Advanced git operations including rebase, bisect, cherry-pick, and conflict resolution. Use when rebasing branches, debugging with bisect, cherry-picking commits, or resolving complex merge conflicts.
Initialize and configure Astro/Airflow projects. Use when the user wants to create a new project, set up dependencies, configure connections/variables, or understand project structure. For running...
Use picocom to interact with IoT device UART consoles for pentesting operations including device enumeration, vulnerability discovery, bootloader manipulation, and gaining root shells. Use when...
Analyze job postings, calculate match scores, identify gaps, and create application strategy
Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went...