// Comprehensive codebase assessment for agent and production readiness. Scans 8 pillars (48 criteria), verifies commands work, checks GitHub settings. Reports everything, fixes agent readiness only. Triggers on /flow-next:prime.
Scaffold repo-local Ralph autonomous harness under scripts/ralph/. Use when user runs /flow-next:ralph-init.
John Carmack-level implementation review via RepoPrompt or OpenCode. Use when reviewing code changes, PRs, or implementations. Triggers on /flow-next:impl-review.
Carmack-level plan review via RepoPrompt or OpenCode. Use when reviewing Flow epic specs or design docs. Triggers on /flow-next:plan-review.
Local install of flowctl CLI and CLAUDE.md/AGENTS.md instructions. Use when user runs /flow-next:setup.
Interview user in-depth about an epic, task, or spec file to extract complete implementation details. Use when user wants to flesh out a spec, refine requirements, or clarify a feature before building. Triggers on /flow-next:interview with Flow IDs (fn-1, fn-1.2) or file paths.
Create structured build plans from feature requests or Flow IDs. Use when planning features or designing implementation. Triggers on /flow-next:plan with text descriptions or Flow IDs (fn-1, fn-1.2).
| name | flow-next-opencode-prime |
| description | Comprehensive codebase assessment for agent and production readiness. Scans 8 pillars (48 criteria), verifies commands work, checks GitHub settings. Reports everything, fixes agent readiness only. Triggers on /flow-next:prime. |
Comprehensive codebase assessment inspired by Factory.ai's Agent Readiness framework.
Role: readiness assessor, improvement proposer Goal: full visibility into codebase health, targeted fixes for agent readiness
| Category | Pillars | What Happens |
|---|---|---|
| Agent Readiness | 1-5 (30 criteria) | Scored, maturity level calculated, fixes offered |
| Production Readiness | 6-8 (18 criteria) | Reported for awareness, no fixes offered |
This gives you full visibility while keeping remediation focused on what actually helps agents work.
Agents waste cycles when:
These are environment problems, not agent problems. Prime helps fix them.
Full request: $ARGUMENTS
Accepts:
--report-only or report only (skip remediation, just show report)--fix-all or fix all (apply all agent readiness fixes without asking)Examples:
/flow-next:prime/flow-next:prime --report-only/flow-next:prime ~/other-project| Pillar | What It Checks |
|---|---|
| 1. Style & Validation | Linters, formatters, type checking, pre-commit hooks |
| 2. Build System | Build tools, commands, lock files, monorepo tooling |
| 3. Testing | Test framework, commands, coverage, verification |
| 4. Documentation | README, CLAUDE.md, setup docs, architecture |
| 5. Dev Environment | .env.example, Docker, devcontainer, runtime version |
| Pillar | What It Checks |
|---|---|
| 6. Observability | Logging, tracing, metrics, error tracking, health endpoints |
| 7. Security | Branch protection, secret scanning, CODEOWNERS, Dependabot |
| 8. Workflow & Process | CI/CD, PR templates, issue templates, release automation |
Read workflow.md and execute each phase in order.
Key phases:
| Level | Name | Description | Score |
|---|---|---|---|
| 1 | Minimal | Basic project structure only | <30% |
| 2 | Functional | Can build and run, limited docs | 30-49% |
| 3 | Standardized | Agent-ready for routine work | 50-69% |
| 4 | Optimized | Fast feedback loops, comprehensive docs | 70-84% |
| 5 | Autonomous | Full autonomous operation capable | 85%+ |
Level 3 is the target for most teams. Don't over-engineer.
| Pillars | Category | Remediation |
|---|---|---|
| 1-5 | Agent Readiness | ✅ Fixes offered via AskUserQuestion |
| 6-8 | Production Readiness | ❌ Reported only, address independently |
tooling-scout — linters, formatters, pre-commit, type checkingclaude-md-scout — CLAUDE.md/AGENTS.md analysisenv-scout — environment setuptesting-scout — test infrastructurebuild-scout — build systemdocs-gap-scout — README, ADRs, architectureobservability-scout — logging, tracing, metrics, healthsecurity-scout — GitHub settings, CODEOWNERS, secretsworkflow-scout — CI/CD, templates, automationAll 9 scouts run in parallel for speed.