anti-drift
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
consensus-mechanisms
Multi-protocol consensus for agent swarms supporting Raft leader election, Byzantine fault tolerance, Gossip state propagation, and CRDT conflict-free merging.
cog-meeting-processing
Process meeting recordings and transcripts into decisions, action items, and team dynamics
cog-knowledge-consolidation
Build structured knowledge frameworks from scattered vault notes with source attribution
cog-daily-intelligence
Generate personalized verified news briefs with 7-day freshness and 95%+ source accuracy
cog-braindump-capture
Capture raw thoughts with automatic domain classification and vault routing
autonomous-research-engineering
Autonomous research engineering — web search orchestration, source synthesis, hypothesis formation, and structured research report generation.
spec-execution
6-phase iterative specification execution workflow covering implementation, testing, review, improvement, commit, and progress tracking with quality-gated convergence.
spec-creation
Feature specification creation from codebase research. Produces requirements, acceptance criteria, architecture decisions, implementation plans, and risk analysis.
security-hardening
AIDefence security layer with prompt injection blocking, input validation, sandboxed execution, output sanitization, and STRIDE threat modeling.
self-optimization
SONA self-optimizing neural architecture with ReasoningBank trajectory learning, EWC++ anti-forgetting, and reinforcement learning feedback loops.
research-orchestration
Parallel research agent orchestration dispatching 5-10 concurrent agents for comprehensive multi-source research with synthesis and validation.
hook-management
Session-scoped hook lifecycle management with enable/disable/status controls, execution profiling, and color-coded performance alerts.
file-guard
PreToolUse protection blocking sensitive file access across 195+ patterns in 12 categories with bash pipeline analysis and multi-tool ignore support.
vector-memory
HNSW vector search for pattern similarity retrieval and knowledge graph maintenance with PageRank scoring, community detection, and 3-tier memory management.
spec-driven-development
Specification creation and management for the Pilot Shell methodology. Covers semantic search, clarifying questions, structured spec generation, and iterative refinement.
strict-tdd
Strict RED->GREEN->REFACTOR test-driven development with enforcement. Never write production code before a failing test. Atomic commits per TDD cycle.
worktree-isolation
Git worktree management for safe, isolated feature development. Creates, manages, and cleans up worktrees with branch naming and dependency setup.
brainstorming
Clarify vague requirements through exploratory questioning and option generation before committing to research or implementation.
code-review
Structured code quality assessment with Conventional Comments format, scaled review depth, and soft-gating verdicts preserving user autonomy.
codebase-research
Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
decision-documentation
Create Architecture Decision Records (ADRs) documenting significant technical choices with context, options, consequences, and sequential numbering.
session-management
Manage agent sessions including initialization, handoffs, revival (seance), and persistent identity for Polecats and Crew agents.
merge-queue
Process the Refinery merge queue - collect agent work, detect and resolve conflicts, merge in dependency order, and verify integration.
using-git-worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans.
codebase-mapping
Automatic codebase indexing for invisible context injection. Catalogs project structure, file types, entry points, dependencies, and test layout.
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session. Dispatches fresh subagent per task.
catalog-babysitter-users
Discover public GitHub repositories that import defineTask from @a5c-ai/babysitter-sdk and maintain a deduplicated catalog of those repositories in docs/repo-with-babysitter-processes.md. Excludes any repo named "babysitter" (to filter out forks of this monorepo). Invoke when asked to find, discover, catalog, or refresh "repos using babysitter", "babysitter in the wild", or "who else is using babysitter".
guardrails-ai-setup
Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.
adversarial-review
Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.
quality-hooks
Language-specific auto-lint/format/typecheck pipeline. Supports Python (ruff+pyright), TypeScript (prettier+eslint+tsc), Go (gofmt+golangci-lint). Auto-fix and convergence loops.
chain-of-thought-prompts
Chain-of-thought and step-by-step reasoning prompts for complex problem solving
content-moderation-api
Content moderation API integration using OpenAI Moderation, Perspective API, and others
crewai-setup
CrewAI multi-agent orchestration setup for collaborative AI systems
few-shot-example-gen
Few-shot example generation and optimization for improved LLM performance
process-builder
Scaffold new babysitter process definitions following SDK patterns, proper structure, and best practices. Guides the 3-phase workflow from research to implementation.
babysit
>-
autogen-setup
Microsoft AutoGen multi-agent configuration for conversational AI systems
constitutional-ai-prompts
Constitutional AI and safety guardrail prompts for aligned LLM behavior
entity-memory-extraction
Entity and fact extraction for user profiling and personalization
chroma-integration
Chroma local vector database setup and operations for development and production
context-preservation
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
code-review-pipeline
Multi-dimensional code review across correctness, security, performance, and maintainability with confidence-gated reporting and remediation loops.
verification-suite
Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.
code-review-gate
Architect code review with DRY, YAGNI, abstraction, and test coverage principle enforcement
hotfix-triage
Urgent issue classification, root cause analysis, and fast-path routing for production hotfixes
knowledge-graph-management
Capture, validate, query, and sync architectural patterns and design decisions in the knowledge graph
maintenance-orchestration
Technical debt management including branch cleanup, doc verification, TODO scanning, and dependency auditing
requirements-interview
Interactive PM interview with expertise-adaptive questioning for requirements elicitation
using-superpowers
Use when starting any conversation. Establishes how to find and use skills, requiring skill invocation before any response.
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