akaszubski/autonomous-dev Skills

Detects when user requests warrant critical analysis via /advise command

Standardized output formats for research, planning, implementation, and review agents. Use when generating agent outputs or parsing agent responses.

REST API design best practices, versioning strategies, error handling, pagination, and OpenAPI documentation. Use when designing or implementing REST APIs, HTTP endpoints, or API documentation.

API integration patterns for autonomous-dev including subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools.

Enforcement skill for consistent architectural planning

Enforcement skill for consistent, thorough code reviews

Documentation consistency enforcement - prevents drift between README.md and actual codebase state. Auto-activates when updating docs, committing changes, or working with skills/agents/commands.

Enforcement skill for consistent documentation standards

Git workflow and GitHub collaboration patterns including conventional commits, branch naming, PR workflow, and gh CLI usage

Standardized library design patterns for autonomous-dev including two-tier design, progressive enhancement, non-blocking enhancements, and security-first architecture. Use when creating or refactoring Python libraries.

Structured logging, debugging techniques (pdb/ipdb), profiling (cProfile/line_profiler), stack traces, performance monitoring, and metrics. Use when adding logging, debugging issues, or optimizing performance.

PROJECT.md alignment patterns and validation strategies

Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)

Python code quality standards (PEP 8, type hints, docstrings). Use when writing Python code.

Multi-dimensional data assessment for training quality evaluation

# Realignment Meta-Framework Shared framework for all realignment training workflows. Provides the common pipeline template, quality thresholds, and performance optimization guidance used across all domain-specific realignment workflows. ## 7-Stage Pipeline Template All realignment workflows fol

Enforcement skill for consistent research methodology

Scientific method for validating claims from books, papers, or theories. Enforces pre-registration, power analysis, statistical rigor, Bayesian methods, sensitivity analysis, bias prevention, and evidence-based acceptance/rejection.

GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift