Use when orchestrating parallel phases in plan execution - creates isolated worktrees for concurrent task execution, installs dependencies, spawns parallel subagents, verifies completion, stacks branches linearly, and cleans up (mandatory for ALL parallel phases including N=1)

Analyze control flow, concurrency models, and event architectures in agent frameworks. Use when (1) understanding async vs sync execution patterns, (2) classifying execution topology (DAG/FSM/Linear), (3) mapping event emission and observability hooks, (4) evaluating scalability characteristics, or (5) comparing execution models across frameworks.

Create execution roadmaps for projects. Use when planning multi-phase projects or feature rollouts. Covers phased delivery and milestone planning.

Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan command.

Use when explaining code, technical concepts, or implementation decisions. Provides structured approach to creating clear, understandable explanations tailored to the audience.

Try 2-3 different approaches before implementing - don't settle for first design you think of

Executes FABER plans by spawning faber-manager agents. Simple and reliable.

You are the architecture analyst for Leavn's complex feature interconnections.

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Fetch reference implementations from core-supabase repository. Use when (1) implementing Repository layer with Supabase, (2) need RPC function usage patterns, (3) checking correct parameter structures and type assertions, (4) verifying Supabase integration patterns.

Strict detection and removal of unrelated files before PR creation

financial-data

financial-models

Deep investigation to find actual root cause (not just symptoms)

Searches journal for past work related to current task, finding relevant context, solutions, and decisions

fix-observability

fix-quality

Run a timed flashcard drill session for a category in `0-python-flashcards/`.

Set up Docker deployment for Flask applications with Gunicorn, automated versioning, and container registry publishing. Use when dockerizing a Flask app, containerizing for production, or setting up CI/CD with Docker.

Science-backed techniques for maintaining deep focus, managing distractions, and maximizing productive coding sessions

Algorithmic decision tree for when to follow plan exactly vs when to report BLOCKED - prevents scope creep and unauthorized deviations

Detect transcription factor binding sites through footprinting analysis in ATAC-seq data using TOBIAS. Use when identifying TF occupancy patterns within accessible regions, as TF binding protects DNA from Tn5 cutting.

Use when investigating merge conflicts, reducing communication overhead, detecting modules with high coordination complexity, or identifying files edited by many contributors and cross-team - reveals coordination bottlenecks and team communication issues

Use when assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - maps code ownership from git history and identifies single points of failure using research-backed thresholds (>80% ownership = silo)

Use when developer is leaving or new hire onboarding, assessing team resilience, planning for developer departures, calculating bus/truck factor, identifying knowledge silos, or evaluating organizational risk - identifies knowledge gaps and transition risks

Use when team reorganization planning, identifying coordination inefficiencies, validating Conway's Law, assessing team-architecture fit, or planning service splits - analyzes alignment between code module boundaries and team structures revealing organizational bottlenecks

Use when user wants to create new autonomy branch with dedicated worktree for parallel agent workflows

**Agent work session patterns for the FP CLI**

FABER Phase 1 - Fetches work item, classifies work type, sets up environment, and initializes workflow context

Helps execute Frank's daily workflow using the FRANKX-SUPERINTELLIGENT-AGENT-SYSTEM, Starlight Intelligence, and productivity methodologies for intentional creation

End-to-end development workflow: Git → GitHub PR → Docker Deploy

Game design decisions and rationale (respawn, portals, progression)

game-tools-workflows

Geiser REPL integration for Chicken Scheme with SplitMixTernary 3-coloring and crdt.el sexp patterns.

Geohash Coloring Skill

Check the current status of a phase. Use when you need to understand where a phase is in the workflow.

Manage GitHub parent-child issue relationships using the gh-sub-issue extension. Link existing issues as sub-tasks, create new sub-issues, list relationships, and remove links. Use when working with GitHub issue hierarchies, Epic breakdowns, phased development, or when users mention sub-issues, sub-tasks, parent issues, or issue hierarchies.

Advanced Git operations and workflows including interactive rebasing, conflict resolution, history manipulation, bisecting for bugs, cherry-picking, reflog recovery, and branch management strategies. Use for: (1) Interactive rebasing and commit cleanup, (2) Complex merge conflict resolution, (3) Git bisect for bug hunting, (4) History rewriting and cleanup, (5) Branch strategy implementation (Git Flow, trunk-based), (6) Recovering lost commits with reflog

Advanced Git operations automation including intelligent branching, commit optimization, release workflows, and repository health management

Use when planning git branching strategies or managing branches for development. Helps create clear development narratives through effective branch organization and workflow patterns.

Automatizar commits e pushes com mensagens descritivas, validações de código e boas práticas de versionamento.

Safety practices and recovery techniques for Git. Covers reflog usage, reset vs revert strategies, recovering lost commits, undoing mistakes, and preventing data loss. Helps AI agents safely navigate Git operations and recover from errors.

git-release

Rewrites git history safely with dry-run-first workflow. Supports commit amending, squashing, rewording, tag updates, and force pushing. Always proposes plan before execution. Triggers on keywords: rewrite history, squash commits, amend commit, fix commit, update tags, rebase history, clean history, fix tag

**Skill Type**: Technical Workflow

Automate frequent Git operations including adding changes, committing with meaningful messages, and pushing to remote repositories. Use when you need to save progress, commit code changes, or maintain regular version control workflow with proper commit practices.

Advanced Git workflows, branching strategies, and commit conventions

Manage git worktrees for efficient multi-branch development. Use when you need to create worktrees for feature branches, organize worktree directories, clean up unused worktrees, or implement worktree-based workflows.

Create isolated git worktrees with safety verification. Use when starting feature work needing isolation or before executing plans - systematic directory selection and baseline verification.

Git operations with conventional commits. Use for staging, committing, pushing, PRs, merges. Auto-splits commits by type/scope. Security scans for secrets.