diff --git a/.claude/skills/capability-matrix/SKILL.md b/.claude/skills/capability-matrix/SKILL.md
new file mode 100644
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+---
+name: capability-matrix
+description: Helps maintain the Supabase SDK capability matrix in capabilities/*.yaml and specs/ — naming a new feature ID, picking or creating a group, checking for duplicate or semantically-overlapping capabilities, spotting naming drift within a group, suggesting when a spec file is warranted, and noting platform-specific behavior. Use whenever a capability YAML or spec file is being added or edited, before opening a PR that touches capabilities/, or when asked to review/audit the matrix, check for duplicates, or suggest groupings. This is an advisory pass, not a gate — it complements `npm run validate`, it doesn't replace it.
+---
+
+# Capability Matrix Maintenance
+
+This repo is the canonical registry of features across Supabase's client SDKs
+(`capabilities/*.yaml`). The JSON Schema and `npm run validate` already catch
+everything mechanical: malformed IDs, area/filename mismatches, exact
+duplicate IDs, orphaned spec files. What they can't catch is judgment —
+whether a new feature is *actually* new, whether its name reads naturally
+next to its siblings, whether it's filed under the right group. That
+judgment is what this skill provides.
+
+This is a local, advisory pass. There is no CI bot version of this — findings
+are suggestions for the person editing the file to accept, adjust, or ignore.
+Don't present anything as a hard requirement.
+
+## Step 0: run the mechanical checks first
+
+Before spending any judgment calls, run the deterministic validator so you're
+not duplicating what it already guarantees:
+
+```bash
+cd scripts/capability-matrix && npm run validate
+```
+
+This confirms schema conformance, `area` field matches the filename, IDs
+follow the `<area>.<group_namespace>.<method_stem>` pattern, no two features
+share an exact ID, and every spec file maps to a real feature. If this
+fails, fix that first — the checks below assume a structurally valid file.
+
+## Step 1: read for context, not just the diff
+
+Read the *whole* target area file (`capabilities/<area>.yaml`), not just the
+new/changed entry — group names and sibling features are the only baseline
+for judging naming and grouping consistency. If the new feature could
+plausibly overlap another area (e.g. something touching both `realtime` and
+`database`, or `client` and `auth` session handling), skim that file too.
+
+## Step 2: semantic duplicates
+
+`npm run validate` only catches identical IDs. Read every feature's `name` +
+`description` in the same area (and group, if cross-area overlap looks
+possible) and ask: does this describe behavior another entry already
+covers, just worded differently? Common patterns to watch for:
+
+- Same underlying API call described from two angles (e.g. a "set" feature
+  and a separate "update" feature that hit the same endpoint)
+- A new entry that's actually a narrower case of an existing one (should it
+  be a note on the existing feature instead of a new ID?)
+- Copy-pasted description with only the verb changed
+
+If you find a likely duplicate, name both IDs and describe the overlap —
+don't assume which one should win; that's the author's call.
+
+## Step 3: naming consistency
+
+The schema enforces the `<area>.<group>.<method>` shape via regex, but not
+whether the words chosen fit. Compare the new feature's `id`/`name` against
+its siblings in the same `group`:
+
+- Verb choice — if the group already uses `create`/`delete`/`list` for
+  parallel operations, a new `add_x` or `remove_x` reads inconsistent.
+  (See `CONTRIBUTING.md`'s "Choosing a feature ID" section for the
+  verb-object convention.)
+- Admin/scoped variants should be namespaced the way existing ones are
+  (`auth.admin.delete_user`, not `auth.delete_user_admin`).
+- `name` (the human-readable title) should match the tone of sibling
+  entries in the same group — not suddenly more/less verbose or technical.
+
+## Step 4: grouping
+
+- Does the feature's `group` field point to a group that actually fits, or
+  is it forcing a fit into the nearest existing one? If several recent
+  features don't cleanly fit any group, say so and suggest a new group
+  entry under `groups:` at the top of the file.
+- Conversely, flag a group that's accumulated features with little in
+  common — that's a sign it should split.
+- A feature with no `group` at all is valid (it's optional) but worth a
+  second look — is that intentional, or was a fitting group just missed?
+
+## Step 5: spec suggestion
+
+Spec files (`specs/<area>/<group_namespace>/<method_stem>.md`) are optional,
+but valuable when a feature has real behavioral complexity: multiple named
+error conditions, branching behavior, side effects, or prerequisites. The
+directory always mirrors the feature `id`'s own segments — e.g.
+`auth.mfa.challenge` lives at `auth/mfa/challenge.md` — regardless of what
+that feature's optional `group` field currently says; the two can diverge
+when a feature has been regrouped for display without renaming its `id`.
+If the new feature's `description` hints at real complexity and no spec
+exists, suggest creating one from `specs/TEMPLATE.md`. Don't suggest a spec
+for a simple getter/setter with an already-complete one-line description.
+
+## Step 6: platform-scope notes
+
+There is no schema field for "this only applies to mobile/web SDKs" — that
+nuance (biometric auth, secure enclave storage, browser-only APIs like
+`localStorage`) is expected to live in prose, not structured data. If a
+feature's behavior is inherently platform-scoped, suggest a line either in
+the feature's `description` or, if it has a spec, in the spec's `## Notes`
+section. Point out *why* it matters: SDKs that don't apply can declare
+`not_applicable` in their `sdk-compliance.yaml`, but only if the constraint
+is documented somewhere a maintainer would see it.
+
+## Presenting findings
+
+Group findings by step, lead with the ones most likely to need a real
+change (duplicates, then naming, then grouping, then spec/platform notes).
+For each finding, name the specific IDs involved and explain the reasoning
+in one or two sentences — enough for the author to judge it themselves.
+Skip steps that have nothing to report; don't manufacture a finding to fill
+out every section. If everything looks clean, say so briefly and move on.
diff --git a/.github/workflows/validate-capabilities.yml b/.github/workflows/validate-capabilities.yml
index 20bc67d..46a2993 100644
--- a/.github/workflows/validate-capabilities.yml
+++ b/.github/workflows/validate-capabilities.yml
@@ -6,6 +6,7 @@ on:
   pull_request:
     paths:
       - "capabilities/**"
+      - "specs/**"
       - "schema/**"
       - "scripts/capability-matrix/**"
       - "scripts/dart_symbol_extractor/**"
diff --git a/.gitignore b/.gitignore
index dcdfc9f..cdd3b6e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,7 @@
 # Claude Code internal state (worktree metadata, session files)
-.claude/
+.claude/*
+# ...except committed project skills
+!.claude/skills/
 
 # Generated site output
 site/