From productionos
Composite: audit -> upgrade -> research -> plan -> swarm fix -> eval -> ship. The complete ProductionOS pipeline. Use when user says 'do everything', 'full cycle', 'end to end', or 'make it production-ready'.
npx claudepluginhub shaheerkhawaja/productionos --plugin productionosThis skill uses the workspace's default tool permissions.
The nuclear option. Chains 7 skills into a complete audit-research-plan-fix-verify-ship pipeline. This is the most comprehensive ProductionOS composite skill -- it touches every layer of the codebase and produces a fully evaluated, reviewed, and shipped result.
Searches, retrieves, and installs Agent Skills from prompts.chat registry using MCP tools like search_skills and get_skill. Activates for finding skills, browsing catalogs, or extending Claude.
Searches prompts.chat for AI prompt templates by keyword or category, retrieves by ID with variable handling, and improves prompts via AI. Use for discovering or enhancing prompts.
Guides agent creation for Claude Code plugins with file templates, frontmatter specs (name, description, model), triggering examples, system prompts, and best practices.
The nuclear option. Chains 7 skills into a complete audit-research-plan-fix-verify-ship pipeline. This is the most comprehensive ProductionOS composite skill -- it touches every layer of the codebase and produces a fully evaluated, reviewed, and shipped result.
Cost: High. Expect 30-90 minutes of agent time depending on codebase size. When to use: Major milestones, pre-launch readiness, end-of-sprint quality gates, or when the answer to "what needs work?" is "everything." When NOT to use: Quick fixes, single-file changes, debugging a specific bug. Use targeted skills instead.
security-audit -> production-upgrade -> deep-research -> plan-ceo-review
| | | |
v v v v
AUDIT.md UPGRADE.md RESEARCH.md CEO-REVIEW.md
| | | |
+------ Phase 1: Assess -----------+ +-- Phase 2: Plan -+
|
v
auto-swarm ---------> self-eval ---------> ship
| | |
v v v
SWARM-RESULT.md EVAL.md PR created
| |
+-- Phase 3: Fix --+--- Phase 4: Ship ---+
| Parameter | Values | Default | Description |
|---|---|---|---|
target | path, scope | . | What to process |
depth | medium, deep, ultra | deep | Swarm depth for fix phase |
Invokes: /security-audit with framework=all, scope=full
Runs the full 7-domain security scan. Produces .productionos/AUDIT-SECURITY.md.
Escalation: If CRITICAL findings > 0, the full-cycle continues but flags them as MUST-FIX items for the swarm phase. Unlike audit-and-fix, full-cycle does not halt on CRITICALs -- it feeds them into the fix pipeline.
Invokes: /production-upgrade
Full codebase quality audit beyond security: code style, error handling, test coverage, dependency health, API design, performance, maintainability. Produces .productionos/UPGRADE.md.
Phase 1 output: Combined issue list from security audit + production upgrade, deduplicated and priority-ranked.
Invokes: /deep-research
Researches solutions for the top issues found in Phase 1. Cross-references ~/repos/ for existing implementations, checks library docs via context7, identifies best-practice patterns. Produces .productionos/RESEARCH.md.
Invokes: /plan-ceo-review
Applies founder lens to the research findings. Identifies the 10-star fix strategy, scope expansions worth taking, and priority ordering. Produces .productionos/CEO-REVIEW.md.
Phase 2 output: Prioritized fix plan with CEO-approved scope, ready for automated execution.
Invokes: /auto-swarm --mode=fix
Parallel agent swarm that executes the fix plan from Phase 2. Each agent targets one issue or improvement. Swarm operates with quality gates -- each fix must pass its own self-check before merging.
Swarm configuration:
{depth} parameter (default: deep)Produces: .productionos/SWARM-RESULT.md
Estimated effort by depth:
| Depth | Agents | Time | Coverage |
|---|---|---|---|
| medium | 5-15 | 15-30 min | Top priority issues |
| deep | 15-50 | 30-60 min | All HIGH+ issues |
| ultra | 50-100+ | 60-90 min | All issues including LOW |
Invokes: /self-eval session
Evaluates the entire session: all changes made across all phases. Scores quality, necessity, correctness, completeness. This is the final quality gate before shipping.
Quality gate: Score >= 8.0 required. If < 8.0 after 3 self-heal loops, BLOCK shipping and report remaining issues.
Invokes: /ship
Ships the result: syncs with base branch, runs tests, bumps version, updates changelog, commits, pushes, creates PR.
Pre-ship gate: Only runs if Step 6 scored >= 8.0 AND tests pass.
The full-cycle aborts (does not ship) when:
| Condition | Aborts At | Recovery |
|---|---|---|
| Self-eval < 6.0 after 3 loops | Step 6 | Fix manually, re-run |
| Tests fail after swarm fixes | Step 5 | Rollback, investigate |
| Merge conflicts with base | Step 7 | Resolve conflicts, re-run Step 7 |
| > 3 CRITICAL unfixed after swarm | Step 5 | Manual CRITICAL fix required |
Final composite report written to .productionos/FULL-CYCLE.md:
# Full Cycle Report
## Summary
- **Security Posture:** X/10 (before) -> Y/10 (after)
- **Code Quality:** X/10 (before) -> Y/10 (after)
- **Issues Found:** N total
- **Issues Fixed:** M fixed, K remaining
- **Self-Eval Score:** X/10
- **Ship Status:** SHIPPED (PR #{N}) | BLOCKED
## Phase Results
| Phase | Step | Status | Output |
|-------|------|--------|--------|
| Assess | Security Audit | DONE | N findings |
| Assess | Production Upgrade | DONE | M opportunities |
| Plan | Deep Research | DONE | K solutions found |
| Plan | CEO Review | DONE | Scope approved |
| Fix | Auto-Swarm | DONE | J fixes applied |
| Ship | Self-Eval | PASS/FAIL | X/10 |
| Ship | Ship | DONE/BLOCKED | PR #{N} |
## Before/After Comparison
| Metric | Before | After | Delta |
|--------|--------|-------|-------|
| Security score | X | Y | +Z |
| Test coverage | X% | Y% | +Z% |
| Open issues | N | M | -K |
## Remaining Items
{issues not addressed in this cycle}
Full cycle completed: {timestamp} | Duration: {minutes}m
| Codebase Size | Estimated Duration | Agent-Minutes | Recommended Depth |
|---|---|---|---|
| Small (< 10K LOC) | 15-25 min | ~50 | deep |
| Medium (10-50K LOC) | 30-50 min | ~150 | deep |
| Large (50-200K LOC) | 45-75 min | ~300 | medium |
| Huge (> 200K LOC) | 60-90 min | ~500 | medium |
/debug/ship-safe/audit-and-fix/research-and-plan/growth-audit