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productionos
Manage the full software lifecycle from idea to production with recursive agent swarms that research, plan, build, audit, upgrade, and deploy codebases. Evaluate quality across 10+ dimensions, chain security reviews, run automated QA with headless browser testing, and enforce gates on commits and deploys.
What's Inside
Slash Commands41
agentic-eval
/agentic-eval
Niche-agnostic agentic evaluator using CLEAR v2.0 framework — 6-domain assessment, 8 analysis dimensions, 6-tier source prioritization, evidence strength ratings, and decision trees. Evaluates any plan, codebase, or research output.
auto-mode
/auto-mode
Idea-to-running-code lifecycle orchestration. 10-phase pipeline with 5 hard decision gates, wave-based parallelism, and STATE.json resumability. Composes /deep-research, /auto-swarm-nth, /production-upgrade, /security-audit, and /ship into a single end-to-end flow.
auto-optimize
/auto-optimize
Self-improving agent optimization — generates challenger variants of any agent/command, benchmarks against baseline, promotes winners, logs learnings to instincts. Inspired by Karpathy's autoresearch pattern.
auto-swarm-nth
/auto-swarm-nth
Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality. Can invoke any ProductionOS skill or command within waves.
auto-swarm
/auto-swarm
Distributed agent swarm orchestrator — spawns parallel subagent clusters for any task with configurable depth, swarm size, and convergence criteria
Agents80
adversarial-reviewer
/adversarial-reviewer
Red-team agent that attacks every assumption, breaks every feature, and finds every way to abuse the system. READ-ONLY — never modifies code. Uses hostile-user thinking to surface issues other agents miss.
aiml-engineer
/aiml-engineer
AI/ML integration specialist. Designs model pipelines (inference, fine-tuning, LoRA adapters), selects infrastructure (GPU provisioning, model serving), implements evaluation frameworks, and optimizes for cost/latency tradeoffs. Covers Hugging Face, Replicate, Modal, RunPod, vLLM, and managed APIs.
api-contract-validator
/api-contract-validator
API contract validation agent that ensures frontend API calls match backend endpoints, request/response types align, error codes are handled, and the API surface is consistent and well-documented.
approval-gate
/approval-gate
HumanLayer-inspired approval gate. Enforces human-in-the-loop for HIGH-stakes operations. Classifies actions by risk level, blocks until approved.
architecture-designer
/architecture-designer
System architecture generation agent — designs tech stack, service boundaries, data model, API contract, infrastructure topology, and security model from SRS requirements. Produces SYSTEM-ARCHITECTURE.md, DATA-MODEL.md, API-CONTRACT.md with Architecture Decision Records for every major choice.
Skills69
auto-swarm-nth
/auto-swarm-nth
Nth-iteration agent swarm — spawns parallel agent waves, evaluates strictly per wave, re-swarms gaps until 100% coverage and 10/10 quality. Can invoke any ProductionOS skill or command within waves.
max-research
/max-research
Nuclear-scale autonomous research — deploys 500-1000 agents in ONE massive simultaneous wave for exhaustive topic saturation. Deep-research methodology x auto-swarm scale = maximum parallel intelligence. WARNING: Extreme resource consumption.
omni-plan-nth
/omni-plan-nth
Nth-iteration omni-plan — recursive orchestration that chains ALL ProductionOS skills and agents, evaluates strictly per iteration, and loops until 10/10 is achieved. Each iteration can invoke any command or skill in the system.
omni-plan
/omni-plan
ProductionOS flagship — 13-step orchestrative pipeline with tri-tiered evaluation, recursive convergence, CEO/Eng/Design review chain, CLEAR framework evaluation, multi-model judge tribunal, and autonomous PIVOT/REFINE/PROCEED decisions. Targets 100% production-ready output.
plan-ceo-review
/plan-ceo-review
CEO/founder-mode plan review — rethink the problem, find the 10-star product, challenge premises. Four modes: SCOPE EXPANSION, SELECTIVE EXPANSION, HOLD SCOPE, SCOPE REDUCTION.
Stats
Version2.0.0-beta.1
LanguageTypeScript
Stars8
Forks1
MaintenanceExcellent
LicenseMIT
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Executes bash commands
Hook triggers when Bash tool is used
Modifies files
Hook triggers on file write and edit operations
