loa-freeside

BUTTERFREEZONE Generation Skill

Simstim - HITL Accelerated Development Workflow

Design and deploy production infrastructure

Credential management and audit for API keys and secrets

Install Loa framework onto an existing repository

Analyze codebase to extract reality into Loa artifacts

Enhance a prompt for better outputs with analysis and optimization

Launch PRD discovery with codebase grounding and context ingestion

Run Bridge — Autonomous Excellence Loop

Autonomous sprint execution mode

Security and quality audit of application codebase

Validate sprint implementation against acceptance criteria

Browse and install construct packs from the Loa Constructs Registry

Bridgebuilder — Autonomous PR Review

Run documentation-driven testing against Ground Truth and protocols

Execute sprint tasks with production-quality code and tests

Triage a bug report through structured phases and create micro-sprint

Red Team — Generative Adversarial Security Design

Create comprehensive Software Design Document based on PRD

Autonomous skill extraction from debugging discoveries. Activates when agents find non-obvious solutions through investigation, experimentation, or trial-and-error. Captures these discoveries as reusable skills for future sessions.

Fix for NATS JetStream consumer losing position after restart. Use when consumer stops receiving messages after process restart. Implements durable consumer name for persistent subscription state.

Run evaluation suites against the Loa framework

Query Flatline protocol knowledge base via NotebookLM integration

Create comprehensive sprint plan based on PRD and SDD

Translate technical documentation into executive-ready communications

Autonomous agent execution mode

Eject from Loa framework - transfer full ownership of all framework files to user

Query codebase reality files for token-efficient integration. Provides grounded API surface, types, and interfaces without loading full source code. Supports cross-repo queries via --repo flag. Implements the llms.txt hub-and-spoke pattern: index.md serves as the routing hub, while specialized reality files serve as spokes.

Guided workflow navigation showing current state and next steps

Propose an eligible learning for upstream contribution to Loa framework

Pull latest Loa framework updates from upstream repository. Fetches, previews, confirms, and merges with conflict guidance. Supports WIP branch testing with checkout option.

Create a standards-compliant PR to contribute improvements to Loa upstream. Includes pre-flight checks, secrets scanning, DCO verification, and PR creation.

Deploy and archive the development cycle

Security audit of deployment infrastructure. Reviews server setup, configs, hardening, secrets management.

Manual invocation of Flatline Protocol for adversarial multi-model review. Use when auto-trigger is disabled or to re-run after document changes. Also provides rollback capability for autonomous integrations.

Enterprise-grade translation of /ride Ground Truth artifacts into executive communications. Enforces synthesis protection, agentic memory, factual grounding, and trajectory self-audit.

Build the current sprint

Archive the current development cycle and prepare for a new one. Creates a dated archive with all cycle artifacts.

Security and quality audit of sprint implementation. Final gate before sprint completion. Creates COMPLETED marker on approval. Resolves local sprint IDs to global IDs via Sprint Ledger.

Plan your project — requirements, architecture, and sprints

View and manage Sprint Ledger status. Provides global sprint numbering and cycle management.

Review and audit your work

Submit developer feedback about Loa experience with optional execution traces. Creates GitHub Issues with structured format for debugging. Smart routing to appropriate ecosystem repo (loa, loa-constructs, forge, project). Construct-aware routing files issues on construct vendor repos with content redaction. Open to all users (OSS-friendly).