Supabase orchestrator
Hub-and-spoke agent-skill clusters, one per stack (Astro·GSAP·Remotion, Tauri, …). Installable via skills.sh.
npx -y skills add Sheshiyer/skill-clusters --skill supabase-orchestratorAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Route a Supabase task to the right skill among three specialists — full-stack feature build (Auth, Storage, Realtime, Edge Functions, RLS schema design), live-doc-verified product guidance with the security checklist and CLI/MCP workflow, and Postgres performance/query optimization. USE WHEN a user is building on, securing, or tuning Supabase but hasn't named whether the concern is feature-building, current-API correctness, or database performance.
SKILL.md
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Supabase Orchestrator
The single entry skill for Supabase work. It locates the task on the concern × surface
map and delegates to one of three specialist spokes. The cross-cutting model every Supabase
app shares — authorization lives in Postgres Row-Level Security, the keys/roles that
reach the database, and the schema-change → advisor → migration workflow — lives in
supabase-core; read it before designing tables, writing policies, or shipping a schema change.
Routing map (intent → spoke)
Build a feature end to end
- New full-stack app, or wiring Auth / Storage / Realtime / Edge Functions into one →
supabase-developer - Designing the schema + RLS policies for a feature, client SDK integration (Next.js, React, Vue) →
supabase-developer - Phase-by-phase implementation plan (setup → schema → auth → storage → realtime → functions → deploy) →
supabase-developer
Get the current API / product behavior right (verify, don't guess)
- "How does <Supabase feature> actually work today?" — signatures,
config.toml, conventions that drift between versions →supabase(it fetches live docs before implementing) - Auth/session correctness:
getSessionvsgetUservsgetClaims, cookies, JWT,@supabase/ssr→supabase - Security review of auth, RLS, views, storage, or privileged DB code →
supabase(runs the Supabase-specific security checklist; model insupabase-core) - CLI or MCP-server usage, troubleshooting, version gotchas →
supabase - Committing a schema change to a migration (advisors → review →
db pull) →supabase
Make the database fast / correct under load
- Slow query, missing/partial index, query-plan review →
supabase-postgres-best-practices - Connection pooling / scaling, concurrency & locking, schema-design performance →
supabase-postgres-best-practices - Monitoring & diagnostics, advanced Postgres features →
supabase-postgres-best-practices
Standard Operating Flow
- Classify the concern: feature-build (
supabase-developer), current-API correctness / security / CLI-MCP (supabase), or database performance (supabase-postgres-best-practices). - If it touches RLS, auth claims, exposed schemas, views, storage policies, or keys, pull the model from
supabase-corefirst — these are interlocking security rules, not independent toggles. - Delegate to the spoke(s). Multi-step asks fan out in lifecycle order (e.g. "build a feature and make it fast" →
supabase-developerfor the schema + policies, thensupabase-postgres-best-practicesfor indexes/pooling, thensupabaseto run advisors and cut the migration). - Return: chosen spoke(s), any RLS/key/security-surface change implied, the target surface (Data API · Auth · Storage · Realtime · Edge Functions), and the next action.
Guardrails
See supabase-core. In short: RLS-by-default — enable Row-Level Security on every table in
an exposed schema (especially public) and write policies that match the real access model;
never use user-editable user_metadata claims for authorization (use app_metadata); never
expose the service_role/secret key in a public client; keep views security_invoker and
security definer functions out of exposed schemas. Supabase changes frequently — verify
against live docs before implementing, and verify your work with a test query after.
Don't quietly widen the data-access surface.
Loading spokes on demand
To keep CLI startup context lean, this cluster's spokes are not separately registered as skills — only this orchestrator and its *-core are enumerated. When you route to a spoke named above, load it on demand by reading its file:
~/.agents/skill-clusters/skills/<spoke-name>/SKILL.md (or skills/<spoke-name>/SKILL.md inside the skill-clusters repo).
What ships with it
Read from the repository
Just SKILL.md. No reference files, no scripts.