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.
Scans codebase across 8 pillars to assess agent and production readiness, offering fixes for agent readiness issues.
/plugin marketplace add gmickel/gmickel-claude-marketplace/plugin install flow-next@gmickel-claude-marketplaceThis skill inherits all available tools. When active, it can use any tool Claude has access to.
pillars.mdremediation.mdworkflow.mdComprehensive 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.
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.