yuimedi-paper-20250901

Shared utilities for file deprecation, directory structure creation, TODO file updates, workflow lifecycle management, archive management, and VCS abstraction (GitHub/Azure DevOps). Used by all other skills. Use when: Need shared utilities, deprecating files, updating TODO, registering/archiving workflows, managing TODO.md manifest, VCS operations, PR feedback handling Triggers: deprecate, archive, update TODO, create directory, register workflow, archive workflow, sync manifest, VCS operations, PR feedback

Persistent state management using AgentDB (DuckDB) for workflow analytics and checkpoints. Provides read-only analytics cache synchronized from TODO_*.md files, enabling: - Complex dependency graph queries - Historical workflow metrics - Context checkpoint storage/recovery - State transition analysis Use when: Data gathering and analysis for workflow state tracking Triggers: "analyze workflow", "query state", "checkpoint", "workflow metrics"

Manages git operations: worktree creation, branch management, commits, PRs, semantic versioning, daily rebase workflow, and PR feedback handling. Use when: Creating branches/worktrees, committing, pushing, versioning, handling PR feedback Triggers: create worktree, commit, push, rebase, version, PR, PR feedback

Orchestrates git workflow for Python feature/release/hotfix development. Loads and coordinates other skills based on current context. Includes PR feedback handling via work-item generation. Use when: - User says "next step?" or "continue workflow" - Working in git repo with TODO_[feature|release|hotfix]_*.md files - Need to determine workflow phase and load appropriate skills - Handling PR feedback via work-items Triggers: next step, continue, what's next, workflow status, PR feedback Coordinates: tech-stack-adapter, git-workflow-manager, bmad-planner, speckit-author, quality-enforcer, workflow-utilities Context management: Prompt user to run /context when context usage is high, then /init to reset before continuing workflow.

Meta-skill (Phase 0) for bootstrapping new repositories with workflow system. Interactive callable tool that copies skills, documentation, and standards from source repository. Use when: Starting a new project that needs the workflow system Triggers: "initialize new repository", "bootstrap workflow", "replicate workflow system"

Detects Python project configuration and provides commands for testing, building, coverage, and containerization. Use when: Starting workflow, detecting project stack, need TEST_CMD Triggers: detect stack, what commands, initial setup Outputs: TEST_CMD, BUILD_CMD, COVERAGE_CMD, COVERAGE_CHECK, MIGRATE_CMD