// 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.
Wrap `clawpatch map` to produce a semantic feature index of the repo (~20 languages, persisted at `.clawpatch/features/*.json`). Detects install, runs `clawpatch init` when `.clawpatch/` absent, invokes provider-free `clawpatch map --source heuristic` by default; `--source auto|agent` flows through as passthrough. Opt-in enrichment — scouts and prime read the resulting index, but flowctl never depends on clawpatch.
Wrap `clawpatch map` to produce a semantic feature index of the repo (~20 languages, persisted at `.clawpatch/features/*.json`). Detects install, runs `clawpatch init` when `.clawpatch/` absent, invokes provider-free `clawpatch map --source heuristic` by default; `--source auto|agent` flows through as passthrough. Opt-in enrichment — scouts and prime read the resulting index, but flowctl never depends on clawpatch.
Optional local install of flowctl CLI and CLAUDE.md/AGENTS.md instructions. Use when user runs /flow-next:setup.
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.
Optional local install of flowctl CLI and CLAUDE.md/AGENTS.md instructions. Use when user runs /flow-next:setup.
Audit `.flow/memory/` entries against the current codebase and decide Keep / Update / Consolidate / Replace / Delete per entry. Triggers on /flow-next:audit, "audit memory", "review memory", "refresh learnings", "sweep stale memory", "consolidate overlapping memory entries". Optional `mode:autofix` token in arguments runs without questions and marks ambiguous as stale. Optional scope hint after the mode token (concept, category, module, or path) narrows what gets audited.
| name | flow-next-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. |
| user-invocable | false |
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:
plain-text numbered prompt for agent readiness fixes only| 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 plain-text numbered prompt |
| 6-8 | Production Readiness | ❌ Reported only, address independently |
Ask the user via plain text. Render the options below as a numbered list 1. … N., followed by a final option N+1. Other — type your own answer. Print the question, then the numbered list, then stop and wait for the user's next message before continuing. Parse the reply as: a bare number 1–N+1 → that option; the literal text of an option label → that option; free text after Other → custom answer.
tooling-scout — linters, formatters, pre-commit, type checkingagents-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.