Command Claude Code
Engineering architecture review — lock in execution plan with data flow diagrams, error paths, test matrix, performance budget, and dependency analysis.
Command Claude Code
Engineering architecture review — lock in execution plan with data flow diagrams, error paths, test matrix, performance budget, and dependency analysis.
Command Claude Code
Run the full product upgrade pipeline — 55-agent iterative review with CEO/Engineering/UX/QA parallel loops.
Command Claude Code
Show how to use ProductionOS — explains commands, recommended workflows, best flows to run, and usage guidelines.
Command Claude Code
Save current pipeline state for later resumption. Creates a checkpoint at .productionos/CHECKPOINT.json with all active context.
Command Claude Code
Resume a paused pipeline from .productionos/CHECKPOINT.json. Restores context and routes to the correct step.
Command Claude Code
Display ProductionOS system statistics — agent count, command count, hook count, test count, version, instinct count, and session history.
Command Claude Code
Update ProductionOS plugin to the latest version from GitHub.
Command Claude Code
Report-only QA testing — produces structured report with health score, screenshots, and repro steps. No fixes applied.
Command Claude Code
Systematic QA testing with health scoring — tests web app, finds bugs, fixes them iteratively. Regression mode for re-testing known issues.
Command Claude Code
Review and refine flagged RLM outputs — reads pending signals, dispatches L17 SelfRefine (generate critique, refine, converge), updates signals with human verdicts.
Command Claude Code
Engineering retrospective — analyzes commit history, work patterns, code quality metrics, self-eval scores, and ProductionOS health with persistent trend tracking.
Command Claude Code
Pre-landing code review — analyzes diff for SQL safety, LLM trust boundaries, conditional side effects, missing tests, dependency risks, and security issues.
Command Claude Code
7-domain security hardening audit — OWASP Top 10 2025, MITRE ATT&CK mapping, NIST CSF 2.0 alignment, secret detection, supply chain audit, container security, DevSecOps pipeline. Grounded in 734 cybersecurity skills.
Command Claude Code
Run self-evaluation on recent work — questions quality, necessity, correctness, dependencies, completeness, learning, and honesty. Enabled by default in all flows. Standalone invocation for on-demand evaluation.
Command Claude Code
End-of-session self-training — captures session metrics, extracts patterns via metaclaw-learner, updates instincts, and generates optimization hypotheses for the next run.
Command Claude Code
Ship workflow — detect base branch, merge, run tests, review diff, bump VERSION, update CHANGELOG, commit, push, create PR.
Command Claude Code
Test-driven development — write tests first, then implement minimal code to pass. Enforces red-green-refactor cycle with coverage targets.
Command Claude Code
UX improvement pipeline — creates user stories from UI guidelines, maps user journeys, identifies friction, dispatches fix agents. The user-experience equivalent of /production-upgrade.
Command Claude Code
Create step-by-step implementation plans with risk assessment, dependency mapping, and effort estimation. Used after brainstorming, before execution.
Skill Claude CodeCodex
ProductionOS instinct-based learning system. Observes sessions via hooks, extracts patterns, creates atomic instincts with confidence scoring, and auto-promotes high-confidence patterns across projects.
Skill Claude CodeCodex
ProductionOS frontend quality scanner. Auto-activates when editing React/Vue/Svelte components, CSS, or layout files. Checks accessibility, responsive design, performance, and design system consistency.
Skill Claude CodeCodex
ProductionOS — dual-target AI engineering operating system for repo-wide audits, upgrade plans, code reviews, strategic product reviews, security sweeps, UX audits, and recursive quality improvement.
Skill Claude CodeCodex
ProductionOS security scanner. Auto-activates when editing auth, payment, credential, or admin files. Runs OWASP Top 10 checks, dependency audit, and secret detection.
Instructions file CodexOpenCode
Instructions for ShaheerKhawaja/ProductionOS, covering agents.md, repository classification, identity, your toolkit: productionos and 10 entry points (use these, not individual skills).