John
From client request to delivered PR: intake, instruction, then development
claude-opus-5-5 + claude-sonnet-5
backend-api
Schema, routes, identity and the outbound mail layer
claude-sonnet-5
devops
Manages Docker images, deployment workflows and repo scripts
claude-sonnet-5
LeadGenerator
Qualifies prospects and generates PRD and quote from the site chat
claude-sonnet-4-6
marketing
Owns SEO, analytics and nurture content on projects with a public surface
claude-sonnet-5
security-observability
Independent security review and the observability layer
claude-opus-5
ui
Scaffolds and modifies React components, pages and layouts
claude-sonnet-5
add-e-invoicing
Activates French e-invoicing compliance: DGFiP 2026 reform
skill · /add-e-invoicing
cloture
Deterministic end-of-session routine: memory, todo, lastdiscussion
skill · close / let's close / we're wrapping up
diagnose
Disciplined loop for complex bugs and performance regressions
skill · diagnose this / debug this
frontend-design
Production-grade web interfaces, distinctive design, no AI slop
skill · any UI or design system decision
grill-me
Align on intent before every non-trivial implementation
skill · grille-moi / grill me
improve-codebase-architecture
Identifies and fixes shallow modules, deepening opportunities
skill · improve architecture / refactor
seo-audit
Full SEO audit: meta, schema.org, Core Web Vitals, structure
skill · before and after each new page
write-back-office-prd
Writes an exhaustive functional spec for an internal tool from every project document
skill · rédige un PRD / write the PRD
Every agent listed here actually runs, for us or for a client. Click a name to open its sheet: system prompt, architecture, metrics.
Curious what this fleet costs to run? We measure it every month → What a fleet of agents actually costs
| Agent | Role | Model | Status | Type | In prod since | Invocations |
|---|---|---|---|---|---|---|
| devops | Manages Docker images, deployment workflows and repo scripts | claude-sonnet-5 | active | internal | Mar 2026 | ... |
| ui | Scaffolds and modifies React components, pages and layouts | claude-sonnet-5 | active | internal | Mar 2026 | ... |
| backend-api | Schema, routes, identity and the outbound mail layer | claude-sonnet-5 | active | internal | Apr 2026 | ... |
| Agent | Role | Model | Status | Type | In prod since | Invocations |
|---|---|---|---|---|---|---|
| security-observability | Independent security review and the observability layer | claude-opus-5 | active | internal | Apr 2026 | ... |
| Agent | Role | Model | Status | Type | In prod since | Invocations |
|---|---|---|---|---|---|---|
| marketing | Owns SEO, analytics and nurture content on projects with a public surface | claude-sonnet-5 | active | internal | May 2025 | ... |
| LeadGenerator | Qualifies prospects and generates PRD and quote from the site chat | claude-sonnet-4-6 | active | internal | Jun 2026 | ... |

