Agent skill

Qv Devops PR Status

by tetherto in tetherto/qvac

Team-wide PR dashboard for the DevOps pod, scoped to PRs authored by pod-roster members.

Apache-2.0Auto-check passedDevelopment

Install Qv Devops PR Status

skills CLI
$ npx skills add tetherto/qvac --skill qv-devops-pr-status -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install tetherto/qvac qv-devops-pr-status --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/tetherto/qvac.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/qv-devops-pr-status .claude/skills/qv-devops-pr-status && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
qv-devops-pr-status
GitHub stars
681
Token cost
~2.3k tokens
SKILL.md length
1,007 words
Files
2
Skills in repo
50
Repo updated
First seen
Licence
Apache-2.0

At a glance

Team-wide PR dashboard for the DevOps pod, scoped to PRs authored by pod-roster members.

  • Works in 5 steps: Run the script with --pod devops --mode… → Present the dashboard to the user in the… → Surface the summary header counts (need… → …
  • Checking DevOps pod PR status
  • SKILL.md covers When to use this skill, Prerequisites, Usage and Workflow, plus 2 more sections
  • Calls gh and node

What it does

Qv Devops PR Status is an agent skill from tetherto/qvac. 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 warnings and a separate Excluded section for non-roster authors. Use when checking DevOps pod PR status, asking about stale PRs, or invoking /qv-devops-pr-status.

Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Development, covering Git workflow. It works with GitHub and C++. The repository describes itself as: Open-source local AI SDK - run AI on-device with no cloud, no API keys. Supports GGUF, RAG, image, music, and video generation, speech-to-text, P2P inference, and more… The licence is Apache-2.0.

When your agent uses it

  • Checking DevOps pod PR status
  • Asking about stale PRs
  • Invoking /qv-devops-pr-status

Example prompts

  • “/qv-devops-pr-status”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Run the script with --pod devops --mode team --authors pod, teeing stdout to /tmp/devops-pr-status-.txt so the dashboard is available for…
  2. Present the dashboard to the user in the chat presentation format (see below) — not as a raw paste of the script output.
  3. Surface the summary header counts (need your re-review / stale / merge conflicts / excluded) prominently.
  4. Print the paste-ready copy commands. The dashboard at /tmp/devops-pr-status-.txt is plain text with two-space indent — when pasted into a…
  5. After showing results, offer: "Want me to review any of these? Provide the PR URL and I'll run /qv-devops-pr-review (or /qv-pr-review for…

What it can do on your machine

Read from SKILL.md and the folder at commit c3a6030. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • gh
    • node

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Qv Devops PR Status loads about 2.3k tokens when it runs. Until then it costs about 109 tokens; SKILL.md has 1,007 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~109
When it runs · the whole SKILL.md, loaded when a task matches
~2.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from tetherto/qvac at commit c3a6030, republished under its Apache-2.0 licence (© tetherto). 1,007 words, ~2,335 tokens.

Download SKILL.mdSave it as .claude/skills/qv-devops-pr-status/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
qv-devops-pr-status
description
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 warnings and a separate Excluded section for non-roster authors. Use when checking DevOps pod PR status, asking about stale PRs, or invoking /qv-devops-pr-status.
disable-model-invocation
true

DevOps Pod PR Status

Thin wrapper over the shared pr-skills library, pinned to the DevOps pod and scoped to PRs authored by DevOps roster members (leads ∪ members in .github/teams/devops.json).

The dashboard spans the qvac monorepo (filtered by the pod's ownedPaths) plus every repo declared under extraRepos in .github/teams/devops.json. For extra repos the pod is treated as the sole owner — every open PR there is in-scope regardless of touched paths. The monorepo (tetherto/qvac) is the primary repo and stays path-filtered; it is intentionally NOT listed under extraRepos. Today's extraRepos are an explicit curated list:

  • Ops: tetherto/github-ops, tetherto/oss-actions, tetherto/qvac-actions, tetherto/qvac-devops, tetherto/qvac-testops, tetherto/release-ops, tetherto/data-github-ops
  • Dev: tetherto/qvac-workbench, tetherto/qvac-internal, tetherto/qvac-registry-vcpkg, tetherto/qvac-fabric-speech.cpp, tetherto/qvac-ext-stable-diffusion.cpp, tetherto/qvac-fabric-llm.cpp, tetherto/qvac-ext-ggml, tetherto/qvac-ext-bergamot-translator, tetherto/qvac-ext-marian-dev
  • Research: tetherto/qvac-research-tool-call, tetherto/qvac-research-medpsy, tetherto/qvac-research-translations-nmt, tetherto/qvac-research-evaluate, tetherto/qvac-research-synthetic-data-creation, tetherto/qvac-research-model-training, tetherto/qvac-model-tools, tetherto/qvac-rnd-fabric-llm-bitnet, tetherto/qvac-rnd-fabric-llm-finetune

extraRepos entries are plain owner/name strings used as-is. Glob entries (an owner/name whose name segment contains *, e.g. tetherto/qvac-*) are also supported and resolved dynamically per run via gh repo list <owner> --no-archived — add one to the list if you'd rather track every matching repo automatically instead of curating. Any repo the script cannot read is skipped with a one-line warning on stderr.

When to use this skill

Use when:

  • User asks about open DevOps pod PRs, review status, or what needs attention
  • User asks specifically about stale PRs touching DevOps paths
  • User wants to know which DevOps pod PRs to review next
  • User invokes /qv-devops-pr-status

Prerequisites

  • gh CLI installed and authenticated (gh auth status)
  • User must have read access to tetherto/qvac AND every repo declared under extraRepos (any repo the script cannot read is skipped with a one-line warning on stderr)
  • Team roster + extraRepos maintained at .github/teams/devops.json

Usage

bash
DATE="$(date -u +%Y-%m-%d)"
node .agents/skills/_lib/pr-skills/pr-status.mjs --pod devops --mode team --authors pod \
  2> /tmp/devops-pr-status-${DATE}.stderr \
  | tee "/tmp/devops-pr-status-${DATE}.txt"

--authors pod restricts the main dashboard to PRs authored by DevOps roster members. PRs that touch DevOps-owned paths (in the monorepo) or live in any extra repo but are authored outside the roster are surfaced in a separate "Excluded" section at the bottom of the same dashboard, so the pod still has visibility into cross-pod work hitting its surfaces without those PRs polluting the queue. See .agents/skills/_lib/pr-skills/README.md for the flag's full behavior.

extraRepos is honored only by --mode team. --mode review and --mode my continue to operate against the configured primary repo only (the monorepo); cross-repo personal review/my-PR dashboards are not in scope of this skill.

The first line of the dashboard is a Repos: summary listing the primary repo plus every extra repo that contributed to the run, so the user can see the full scope at a glance. PRs from extra repos render as owner/repo#<num> (e.g. tetherto/qvac-workbench#42); PRs from the primary monorepo render as bare #<num> exactly as before. The same prefix shows in the Excluded section.

For the personal review queue scoped to DevOps PRs, use --mode review (without --authors pod — review queue intentionally includes cross-pod authors whose review the user owes). That mode stays on the primary repo.

Workflow

  1. Run the script with --pod devops --mode team --authors pod, teeing stdout to /tmp/devops-pr-status-<YYYY-MM-DD>.txt so the dashboard is available for paste afterwards. Redirect stderr to a sibling .stderr file (it contains progress / SLACK_VALIDATION_REQUIRED notices and any skipped-repo warnings, not dashboard content).

  2. Present the dashboard to the user in the chat presentation format (see below) — not as a raw paste of the script output.

  3. Surface the summary header counts (need your re-review / stale / merge conflicts / excluded) prominently.

  4. Print the paste-ready copy commands. The dashboard at /tmp/devops-pr-status-<DATE>.txt is plain text with two-space indent — when pasted into a Slack thread, Slack auto-renders the indented lines as nested bullets and turns #<num> into PR auto-links. No re-formatting is needed.

    bash
    pbcopy < /tmp/devops-pr-status-${DATE}.txt   # macOS
    xclip -selection clipboard < /tmp/devops-pr-status-${DATE}.txt   # Linux
    wl-copy < /tmp/devops-pr-status-${DATE}.txt   # Wayland
  5. After showing results, offer: "Want me to review any of these? Provide the PR URL and I'll run /qv-devops-pr-review (or /qv-pr-review for the generic flow)."

Show full SKILL.md (398 more words)Show less

Chat presentation format

The in-chat rendering uses Markdown with hyperlinked PR numbers. This is distinct from the paste-ready Slack form (auto-linked plain text) saved to the temp file. Both must be produced on every run.

Required layout (in this exact order):

  1. Title line — ## DevOps Pod — PR Status (authors scoped to roster).
  2. Headline summary — one bold line restating the script summary counts (N PRs need attention · X fully approved · Y need your re-review · Z stale). Append · <K> repos scanned when the script's Repos: line lists more than just the primary repo (i.e., extraRepos resolved to at least one repo), so the user can see the scope at a glance.
  3. Roster line — one-line listing of the roster:
    Roster: `Proletter` (lead) + `darkynt`, `GSServita`, `sidj-thr`, `tamer-hassan-tether`, `yauhenipankratovich-web`.
    Refresh from .github/teams/devops.json on every run; do not hardcode if the file has drifted.
  4. Headline analysis — one short paragraph identifying the highest-leverage cluster in the queue (e.g., "Four QVAC-18047 PRs all sit on team-lead approval only — fastest path to drain the queue."). Skip when the queue is empty.
  5. ### :red_circle: Stale (>3d) — N — one bullet per stale PR.
  6. ### :large_yellow_circle: Needs Review — N — one bullet per active PR.
  7. ### :repeat: Needs your re-review — N — only if the section is non-empty.
  8. ### Excluded (non-roster authors) — populated from the script's "EXCLUDED" section. One bullet per PR. Acts as a quick visibility list, not a review queue.
  9. ### Paste-ready — the pbcopy / xclip / wl-copy block.

Bullet format for the active sections (Stale / Needs Review / Re-review):

- [<ref>](<url>) — <title> · `<author-login>` · <age> · <approvals/notes> · **<blockers/labels>**
  • <ref> is #<num> for PRs in the primary monorepo and owner/repo#<num> (e.g. tetherto/qvac-workbench#42) for PRs from any extraRepos entry. Mirror the script's prRef form 1:1 — the rendered link text must match what appears in the dashboard at /tmp/devops-pr-status-<DATE>.txt.
  • [<ref>](<url>) — Markdown link, never bare <ref>.
  • <title> is the PR title verbatim, no truncation.
  • <author-login> is wrapped in backticks.
  • <age> is the script's age string (e.g., 4d 13h).
  • <approvals/notes> lists :white_check_mark: <login> / :x: <login> / :arrows_counterclockwise: <login> for any non-pending reviews on the PR (from the script's Reviews: / Other: lines).
  • <blockers/notes> is bolded — "needs team-lead approval", "needs team-member approval", "needs team-member + team-lead approval", "needs fork-ci approval", or any :warning: merge conflicts flag. Include labels in plain backticks (e.g., `safe-to-test`) when present.

Bullet format for the Excluded section (compact — these are not the pod's review queue):

- [<ref>](<url>) `<author-login>`

References

© tetherto, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in .agents/skills/qv-devops-pr-status of tetherto/qvac.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit c3a6030

Compare with similar skills

Qv Devops PR Status next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Qv Devops PR Status compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qv Devops PR Status this skilltetherto/qvac681—~2.3kAutomated safety check: PassApache-2.0
pybind11 Release Publicationpybind/pybind1118k—~2.5kAutomated safety check: PassCustom licence
GitHubswarmclawai/swarmclaw688—~820Automated safety check: PassMIT
ONNX Opset Bump Checklistmicrosoft/onnxruntime22k—~12kAutomated safety check: PassMIT
Contributor-First PR MergeHKUDS/OpenHarness16k1 repos~847Automated safety check: PassMIT
Create Pull Requestcline/cline70k1 repos~1.6kAutomated safety check: PassApache-2.0

Similar skills

  • Walks a maintainer through publishing a pybind11 release after the preparation PR merges, with preflight checks, confirmations before each push and a GitHub release.

    18k GitHub stars~2.5k tokensUpdated today
    DevelopmentAuto-check passed
  • GitHub

    swarmclawai/swarmclaw

    GitHub operations via gh CLI: issues, PRs, CI runs, code review, API queries.

    688 GitHub stars~820 tokensUpdated 3 mo ago
    DevelopmentAuto-check passed
  • ONNX Opset Bump Checklist

    microsoft/onnxruntime

    Official

    A checklist for upgrading the pinned ONNX version and opset in ONNX Runtime, covering the files to change, archive hashes, patch rebasing and release-candidate handling.

    22k GitHub stars~12k tokensUpdated today
    DevelopmentAuto-check passed
  • Merges external GitHub pull requests while keeping the original author credited, and fixes conflicts after the merge instead of rewriting the contribution.

    16k GitHub starsUsed in 1 repo~847 tokens
    DevelopmentAuto-check passed
  • Opens a GitHub pull request from your current branch with the gh CLI, after reviewing the commits and diff and gathering the details the PR needs.

    70k GitHub starsUsed in 1 repo~1.6k tokens
    DevelopmentAuto-check passed
  • Release Bump

    jamiepine/voicebox

    Ends a release cycle by moving the Unreleased changelog notes under a dated version heading, bumping version files with bumpversion and tagging the commit.

    57k GitHub stars~1.1k tokensUpdated yesterday
    DevelopmentAuto-check passed

More from tetherto/qvac

All 50 skills in this repo
  • Creates a Solutions page in the QVAC documentation website from a real use case, generalizing the case into reusable guidance and registering the page in the site navigation.

    681 GitHub stars~2.8k tokensUpdated today
    Auto-check passed
  • Qv Docs Update

    tetherto/qvac

    Updates the docs website after a change to the SDK or CLI. An agent skill from tetherto/qvac.

    681 GitHub stars~11k tokensUpdated today
    Auto-check passed
  • Qv Agent Stack Sync

    tetherto/qvac

    Plan and prepare the QVAC agent-stack release cascade across @qvac/inference, @qvac/sdk, @qvac/cli, @qvac/ai-sdk-provider, @qvac/opencode-plugin, and @qvac/openclaw-plugin.

    681 GitHub stars~2k tokensUpdated today
    Auto-check passed
  • Run the deterministic code-quality audit, turn related findings into contextual remediation groups, prepare approval-gated Asana proposals, reconcile recurring runs, or configure twice-monthly…

    681 GitHub stars~1.6k tokensUpdated today
    Auto-check passed
  • Review C++ changes for string parameter and call-site efficiency conventions (std::stringview, std::string&&, const std::string&, const char, and TransparentStringMap lookup).

    681 GitHub stars~702 tokensUpdated today
    Auto-check passed
  • Qv Addon Changelog

    tetherto/qvac

    Generate changelog entries for a target add-on package. An agent skill from tetherto/qvac.

    681 GitHub stars~1.7k tokensUpdated today
    Auto-check passed

Works with

Questions about Qv Devops PR Status

What does Qv Devops PR Status do?

Team-wide PR dashboard for the DevOps pod, scoped to PRs authored by pod-roster members. Qv Devops PR Status is an agent skill from tetherto/qvac. Team-wide PR dashboard for the DevOps pod, scoped to PRs authored by pod-roster members.

When should I use Qv Devops PR Status?

Qv Devops PR Status fits situations like: checking DevOps pod PR status; asking about stale PRs; invoking /qv-devops-pr-status.

How do I install Qv Devops PR Status in Claude Code?

Run `npx skills add tetherto/qvac --skill qv-devops-pr-status -a claude-code`. Or copy the skill folder (.agents/skills/qv-devops-pr-status in tetherto/qvac) into .claude/skills/qv-devops-pr-status in your project. Claude Code loads it when a task matches its description.

How do I install Qv Devops PR Status in Codex?

Run `npx skills add tetherto/qvac --skill qv-devops-pr-status -a codex`. Or copy the skill folder (.agents/skills/qv-devops-pr-status in tetherto/qvac) into .agents/skills/qv-devops-pr-status in your project. Codex loads it when a task matches its description.

Can I use Qv Devops PR Status in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add tetherto/qvac --skill qv-devops-pr-status -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qv-devops-pr-status, .gemini/skills/qv-devops-pr-status, .github/skills/qv-devops-pr-status and .opencode/skills/qv-devops-pr-status in your project.

What does Qv Devops PR Status need to run?

Going by SKILL.md and its folder, Qv Devops PR Status needs the command-line tools its instructions call (gh and node).

Does Qv Devops PR Status access the network?

SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Qv Devops PR Status safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Qv Devops PR Status use?

Qv Devops PR Status is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Qv Devops PR Status use?

About 2.3k tokens (SKILL.md is roughly 9.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Qv Devops PR Status?

Skills that share tags, products or a category with Qv Devops PR Status: pybind11 Release Publication (pybind/pybind11, 18k stars), GitHub (swarmclawai/swarmclaw, 688 stars), ONNX Opset Bump Checklist (microsoft/onnxruntime, 22k stars) and Contributor-First PR Merge (HKUDS/OpenHarness, 16k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qv Devops PR Status?

tetherto (a GitHub organization) maintains it in tetherto/qvac, which has 681 GitHub stars. The repository holds 50 skills in this directory. The repository was last updated on October 7, 2026.

Source: tetherto/qvac on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.