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SkillsMP has collected 45 skills from tetherto/qvac. Open a skill to review its source and details.
Showing 40 of 45 collected skills.
Plan and run local PR validation for tetherto/qvac PRs. Reuses the shared PR worktree, discovers touched packages and package.json scripts, recommends a test tier, and analyzes results. Use when testing a PR or invoking /qv-pr-test.
Plans and scaffolds e2e tests in packages/sdk/e2e for a new or changed public SDK API. Use when adding or modifying SDK functionality that is exposed to consumers. Enforces happy / sad / error coverage, deterministic model-output assertions,…
Generate PR descriptions for addon packages (non-SDK inference addons, decoder, OCR). Use when creating a PR description or user asks to "prepare PR description" for an addon package.
Deep-dive review of any GitHub PR in tetherto/qvac. Validates gitflow, CI, title/body format, code quality, security, and applicable repo rules. Posts a PENDING review with inline comments. Use when reviewing a PR, given a PR link, or invoking /qv-pr-review.
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.
Team-wide PR dashboard for the SDK pod. Shows open PRs touching SDK pod paths, SDK docs, 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 /…
Back-port fix(es) onto an existing release line and cut a patch release. Create the new release branch from the base with NO direct commits, land the fix(es) and the version+changelog bump via PRs into it, then publish via the `release` skill. Use for…
Phase A of a qvac-fabric rollout — set up overlay port and validate all 7 consumers against the fabric branch before publishing to the registry. Pass --on-top-of-pr to apply the overlay onto an open PR's head branch instead of a dedicated validation branch.
Team-wide PR dashboard for the DevOps pod, scoped to PRs authored by pod-roster members. Shows open PRs touching DevOps-owned paths and authored by DevOps leads/members, grouped into needs-your-re-review / stale (>3d) / needs-review, with merge-conflict…
Plan and prepare the QVAC agent-stack release cascade across @qvac/sdk, @qvac/cli, @qvac/ai-sdk-provider, @qvac/opencode-plugin, and @qvac/openclaw-plugin. Use for /qv-agent-stack-sync --plan, --prepare-cascade, or --promote; syncing CLI to a newer SDK; or…
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.
Stamp the @qvac/inference version onto @qvac/sdk and regenerate tetherto-qvac-sdk so a release-* cut ships one shared version.
Regenerates SDK model constants from the live QVAC registry and opens a [mod] PR. Use when registry models landed and packages/sdk models.ts needs syncing, or when invoking /qv-sdk-update-models. Optional cascade refreshes ai-sdk-provider and sdk-python…
Run the full implement → test → CI → review → PR pipeline for a task. Coordinates implementer, test-writer, ci-validator, and code-reviewer agents.
Release a package to NPM. Validates version bump, changelog, creates release branch, monitors CI, verifies publish.
Bump a native addon package's version in package.json and write its CHANGELOG.md entry. Defaults to a minor bump. Use before /release.
Release the qvac-fabric consumers to npm after the bundled version-bump PR merges — one release branch + on-merge dispatch per consumer, stopping at the npm approval gate. Supports --exclude to hold packages back. Phase C after rollout-phase-b.
Run a comprehensive code review with 4 specialized reviewers (security, correctness, performance, consistency) in parallel.
Phase B of a qvac-fabric rollout — tag the merged fabric commit, publish to registry, land the consumer side (vcpkg bumps + package versions + changelogs for all 7 consumers) as one PR, post one Slack message. Pass --bump-only to resume a part-done rollout…
PR review for DevOps changes — runs the generic /qv-pr-review flow then layers a structured GitHub Actions security audit (action pinning, permissions, OIDC, secrets handling). Use when reviewing a PR that touches DevOps paths or invoking /qv-devops-pr-review.
Diagnose why CI checks are not running on a PR and/or why a PR cannot be merged, by cross-referencing the live PR state (via gh CLI) against the repo's labels, teams, CODEOWNERS, fork-ci trust model, and tier-based approval rules. Read-only by default —…
Open the follow-up "backmerge" PR that lands a release's version bump + changelog onto main. Use after (or alongside) creating a release PR for an SDK pod package.
Run packages/ocr-ggml/.agent/setup.sh to install skills, knowledge, and config for Claude Code or Cursor
Generate release notes for addon packages (non-SDK inference addons, decoder, OCR). Use when preparing release notes or user asks to "generate release notes" for an addon package.
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.
Trigger a CI workflow for a package, wait for completion, and report results
Trace a commit to its published npm versions, including transitive SDK resolution with time-aware accuracy
Benchmark an optimization (PR or branch) on a Device Farm device via the vlm-benchmark framework — baseline vs optimized, quality-regression-aware.
Wire a new CI job/workflow into the qvac-merge-guard / validate-pr aggregated required status check, instead of it becoming a disconnected standalone check
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.
Use when drafting a QIP, after qv-qip-triage recommends creating one, shaping a fuzzy technical proposal with alternatives and consequences, or invoking /qv-qip-create.
Reviews a QIP draft or Slack Canvas proposal for approval readiness, missing alternatives, unclear consequences, architecture principle conflicts, and consultation coverage. Produces blockers, clarifying questions, suggested edits, and optional Slack-ready…
Use during planning, implementation, PR review, or /qv-qip-triage when a change may affect public SDK API, native dependency, plugin contract, model registry contract, runtime, transport, storage, release flow, deployment, security, NFR, or technical…
Review C++ changes for string parameter and call-site efficiency conventions (`std::string_view`, `std::string&&`, `const std::string&`, `const char*`, and TransparentStringMap lookup). Use when reviewing C++ code, refactoring addon interfaces, or invoking…
Generate changelog entries for a target add-on package. Use when preparing a new release.
Look up and update Asana tasks using local developer-workflow config and direct Asana REST calls. Use when the user asks to sync an Asana task, move task status, add a PR link to Asana, or validate Asana configuration.
Generate a concise end-of-day work update from local diary, GitHub activity, PR queue state, and optional Asana config. Use when the user asks for daily update, EOD update, standup, or what they did today.
Set up the opt-in local dev diary for any developer. Use when the user asks to enable diary logging, initialize diary capture, run diary --init, or configure local daily work updates.
Read, inspect, and add local dev diary entries after diary setup. Use when the user asks to view today's diary, edit diary notes, add work to the diary, or check what has been logged.