QVAC Custom Skills Catalog

All custom repo skills live under .agents/skills/ and use the qv- prefix. Invoke with /qv-<name> in chat.

Not listed here (by design):

• setup — repo-wide bootstrap (/setup); copies shared config from packages/ocr-ggml/.agent/ into .claude/ and .cursor/.
• packages/ocr-ggml/.agent/skills/ — framework skills (orchestrate, release, ci-validate, commit-trace, review); installed by /setup, not qv-* prefixed.

How to invoke

Mode	Behavior
Auto-invokable	No disable-model-invocation in frontmatter — the agent may load the skill when your request matches the description.
Manual only	disable-model-invocation: true — invoke explicitly with /qv-<name> (or ask the agent to run that skill).

When unsure which skill fits, scan the tables below or ask: "which qv skill should I use for …?"

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PR workflow (cross-pod)

Skill	Purpose	Use when
qv-pr-review	Deep PR review: gitflow, CI, format, code quality, security; posts a PENDING GitHub review with inline comments.	Reviewing any PR, given a PR URL, or follow-up from a pod status/my skill. Manual: /qv-pr-review
qv-pr-test	Plan and run local PR validation; discovers packages/scripts, recommends test tier, analyzes results.	Testing a PR locally before merge. Manual: /qv-pr-test
qv-pr-mine	Your open PRs across all pods, merge readiness, Slack ping messages for reviewers.	"What are my PRs?", merge readiness, who to ping. Manual: /qv-pr-mine

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DevOps pod

Skill	Purpose	Use when
qv-devops-pr-create	PR titles and bodies for CI/CD, composite actions, automation, IaC.	Creating a DevOps PR. Manual: /qv-devops-pr-create
qv-devops-pr-review	/qv-pr-review plus GitHub Actions security audit (pinning, permissions, OIDC, secrets).	Reviewing PRs that touch DevOps paths. Manual: /qv-devops-pr-review
qv-devops-pr-status	Team DevOps PR dashboard: re-review, stale, needs-review, conflicts.	DevOps pod PR queue health. Manual: /qv-devops-pr-status
qv-devops-why-my-pr-not	Diagnose missing CI checks or merge blockers (labels, CODEOWNERS, approvals).	"Why aren't checks running?" / "Why can't I merge?" Manual: /qv-devops-why-my-pr-not
qv-devops-daily-update	Slack standup (Done / Planned / Blockers) from PRs, reviews, CI.	DevOps EOD or standup. Manual: /qv-devops-daily-update

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SDK pod

Skill	Purpose	Use when
qv-sdk-pr-create	PR descriptions for SDK pod packages (sdk, cli, rag, logging, error).	Creating an SDK pod PR; may chain to backmerge. Auto
qv-sdk-pr-status	Team SDK pod PR dashboard.	SDK pod PR queue. Manual: /qv-sdk-pr-status
qv-sdk-changelog	Changelogs for SDK pod packages (tag-based GitFlow).	Release prep, CHANGELOG_LLM.md. Auto
qv-sdk-backmerge	Open backmerge PR (release version bump + changelog → main).	After SDK release PR; often chained from qv-sdk-pr-create. Auto
qv-sdk-e2e-create	Scaffold e2e tests in packages/sdk/e2e for new/changed public APIs.	Adding consumer-facing SDK APIs. Auto
qv-sdk-update-models	Regen SDK models.ts from live registry and open a [mod] PR; optional provider/python cascade.	After registry model updates; /qv-sdk-update-models. Manual
qv-agent-stack-sync	Plan / draft-cascade / promote the SDK → CLI → AI SDK provider → OpenCode + OpenClaw release chain.	Agent-stack release prep; /qv-agent-stack-sync --plan. Auto

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Addon pod (native inference / decoder / OCR)

Skill	Purpose	Use when
qv-addon-changelog	Changelog entries for a target add-on package.	Add-on release prep. Auto
qv-addon-pr-create	PR descriptions for non-SDK inference addons, decoder, OCR.	"Prepare PR description" for an addon. Auto
qv-addon-release-notes	Release notes for addon packages.	Addon release notes. Auto

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Registry server

Skill	Purpose	Use when
qv-registry-autobase-patterns	Autobase, HyperDB, multi-writer patterns, replication debugging.	Registry server, Autobase/HyperDB schemas, Corestore issues. Auto

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Developer diary and standup

Skill	Purpose	Use when
qv-dev-diary-setup	Opt-in local dev diary (~/.config/qvac-pr-skills/).	Enable diary, diary --init, configure capture. Manual: /qv-dev-diary-setup
qv-dev-diary	Read, inspect, append diary entries.	View today's log, add notes after setup. Manual: /qv-dev-diary
qv-daily-work-update	Personal EOD update from diary + GitHub + PR state (+ optional Asana).	Personal standup / "what did I do today". Manual: /qv-daily-work-update
qv-asana-sync	Look up and update Asana tasks (status, comments, PR links).	Sync Asana task, move status, validate config. Manual: /qv-asana-sync

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Ecosystem and compliance

Skill	Purpose	Use when
qv-holepunch-dev	Holepunch/P2P/Bare/Pear API discovery via docs.pears.com and gh.	Hypercore, Hyperswarm, Autobase, Bare, Pear development. Auto
qv-notice-generate	NOTICE files and third-party attributions for monorepo packages.	License compliance, release NOTICE updates. Auto

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Architecture proposals (QIP)

Skill	Purpose	Use when
qv-qip-triage	Conservatively checks whether a change clearly needs a QIP before deeper implementation.	Planning or implementing contract, cross-package, delivery, or principle-impacting work; PR review. Auto
qv-qip-create	Drafts a Slack Canvas-ready QIP from a clear proposal or fuzzy idea.	Creating a QIP, shaping alternatives, consequences, and people to consult. Manual: /qv-qip-create
qv-qip-review	Reviews a QIP for approval readiness, consequences, principle conflicts, and consultation coverage.	Reviewing a QIP draft before posting or approval. Auto

Rule nudge: .cursor/rules/qip-triage.mdc

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Quick picker

You want to…	Skill
Review any PR	qv-pr-review
Review a DevOps/CI PR	qv-devops-pr-review
Test a PR locally	qv-pr-test
See your open PRs	qv-pr-mine
SDK team PR board	qv-sdk-pr-status
DevOps team PR board	qv-devops-pr-status
Why CI/merge is blocked	qv-devops-why-my-pr-not
Write SDK PR body	qv-sdk-pr-create
Sync SDK models.ts from registry	qv-sdk-update-models
Write addon PR body	qv-addon-pr-create
SDK release changelog	qv-sdk-changelog
Addon release changelog	qv-addon-changelog
Backmerge after SDK release	qv-sdk-backmerge
Sync CLI/provider/OpenCode/OpenClaw to SDK	qv-agent-stack-sync
New SDK e2e tests	qv-sdk-e2e-create
Registry Autobase/HyperDB help	qv-registry-autobase-patterns
Holepunch stack help	qv-holepunch-dev
Generate NOTICE files	qv-notice-generate
Check if a QIP is needed	qv-qip-triage
Draft a QIP	qv-qip-create
Review a QIP	qv-qip-review
List all skills	qv-skill-list (this file)