菜单
Catalog of all repo qv-* custom skills with one-line purpose and when-to-use. Use when the user asks what skills exist, which skill to use, how to invoke a skill, or invokes /qv-skill-list.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Team-wide PR dashboard for the SDK pod. Shows open PRs touching SDK pod paths or authored by SDK roster members, sorted oldest-first, grouped by author tier (SDK Core / Platform / External) into needs-your-re-review / stale / needs-review / fully-approved, with merge-conflict and CI-red warnings. Use when checking team SDK pod PR status or invoking /qv-sdk-pr-status.
Generate NOTICE files with third-party attributions for all packages in the monorepo.
Generate changelogs for SDK pod packages using tag-based GitFlow. Use when preparing a release, generating changelog, or creating CHANGELOG_LLM.md.
Inspect GitHub Actions self-hosted runner queues when a developer provides a run URL, job URL, runner label, or reports a blocked CI job, or invokes /qv-devops-runner-queue.
Benchmark an optimization (PR or branch) on a Device Farm device via the vlm-benchmark framework — baseline vs optimized, quality-regression-aware.
Generate PR descriptions for SDK pod packages following template and format rules. Use when creating an SDK pod PR or invoking /qv-sdk-pr-create.
| name | qv-skill-list |
| description | Catalog of all repo qv-* custom skills with one-line purpose and when-to-use. Use when the user asks what skills exist, which skill to use, how to invoke a skill, or invokes /qv-skill-list. |
All custom repo skills live under .cursor/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-onnx/.agent/ into .claude/ and .cursor/.packages/ocr-onnx/.agent/skills/ — framework skills (orchestrate, release, ci-validate, commit-trace, review); installed by /setup, not qv-* prefixed.| 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 …?"
| 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 |
| 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 |
| 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-agent-stack-sync | Update and verify the SDK -> CLI -> AI SDK provider -> OpenCode plugin release chain. | Syncing CLI to a newer SDK, agent-stack compatibility, OpenCode/provider release prep. Auto |
| 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 |
| Skill | Purpose | Use when |
|---|---|---|
qv-registry-autobase-patterns | Autobase, HyperDB, multi-writer patterns, replication debugging. | Registry server, Autobase/HyperDB schemas, Corestore issues. Auto |
| 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 |
| 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 |
| 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
| 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 |
| 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 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) |