Agent skill

Qv Skill List

by tetherto in tetherto/qvac

Catalog of all repo qv- custom skills with one-line purpose and when-to-use.

Apache-2.0Auto-check passedAI & LLM Engineering

Install Qv Skill List

skills CLI
$ npx skills add tetherto/qvac --skill qv-skill-list -a claude-code

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

GitHub CLI
$ gh skill install tetherto/qvac qv-skill-list --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-skill-list .claude/skills/qv-skill-list && 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-skill-list
GitHub stars
683
Token cost
~2.6k tokens
SKILL.md length
971 words
Files
1
Skills in repo
50
Repo updated
First seen
Licence
Apache-2.0

At a glance

Catalog of all repo qv- custom skills with one-line purpose and when-to-use.

  • The user asks what skills exist
  • SKILL.md covers How to invoke, PR workflow (cross-pod), DevOps pod and SDK pod, plus 9 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Which skill to use

What it does

Qv Skill List is an agent skill from tetherto/qvac. 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.

Its SKILL.md is about 2.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in AI & LLM Engineering. 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

  • The user asks what skills exist
  • Which skill to use
  • How to invoke a skill
  • Invokes /qv-skill-list

Example prompts

  • “/qv-skill-list”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit f874b3a. 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

    No scripts in the folder and no shell commands in SKILL.md.

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

  • Network

    No URLs in SKILL.md.

    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 Skill List loads about 2.6k tokens when it runs. Until then it costs about 51 tokens; SKILL.md has 971 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~51
When it runs · the whole SKILL.md, loaded when a task matches
~2.6k

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 f874b3a, republished under its Apache-2.0 licence (© tetherto). 971 words, ~2,589 tokens.

Download SKILL.mdSave it as .claude/skills/qv-skill-list/SKILL.md (or your agent's skills folder).
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.

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

ModeBehavior
Auto-invokableNo disable-model-invocation in frontmatter — the agent may load the skill when your request matches the description.
Manual onlydisable-model-invocation: true or agents/openai.yaml with allow_implicit_invocation: false — 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 …?"


PR workflow (cross-pod)

SkillPurposeUse when
qv-pr-reviewDeep 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-testPlan 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-mineYour 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

DevOps pod

SkillPurposeUse when
qv-devops-pr-createPR 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-statusTeam DevOps PR dashboard: re-review, stale, needs-review, conflicts.DevOps pod PR queue health. Manual: /qv-devops-pr-status
qv-devops-why-my-pr-notDiagnose 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-updateSlack standup (Done / Planned / Blockers) from PRs, reviews, CI.DevOps EOD or standup. Manual: /qv-devops-daily-update
qv-mobile-test-dispatchStart an addon mobile (Device Farm) test and pick the right prebuild source; where the Android/iOS and C++ logs are."Run mobile tests for X" / "test my native change on a device" / reading a mobile failure. Manual: /qv-mobile-test-dispatch

SDK pod

SkillPurposeUse when
qv-sdk-pr-createPR descriptions for SDK pod packages (sdk, cli, rag, logging, error).Creating an SDK pod PR; may chain to backmerge. Auto
qv-sdk-pr-statusTeam SDK pod PR dashboard.SDK pod PR queue. Manual: /qv-sdk-pr-status
qv-sdk-changelogChangelogs for SDK pod packages (tag-based GitFlow).Release prep, CHANGELOG_LLM.md. Auto
qv-sdk-backmergeOpen backmerge PR (release version bump + changelog → main).After SDK release PR; often chained from qv-sdk-pr-create. Auto
qv-sdk-e2e-createScaffold e2e tests in packages/sdk/e2e for new/changed public APIs.Adding consumer-facing SDK APIs. Auto
qv-sdk-update-modelsRegen 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-syncPlan / draft-cascade / promote the SDK → CLI → AI SDK provider → OpenCode + OpenClaw release chain.Agent-stack release prep; /qv-agent-stack-sync --plan. Auto

Addon pod (native inference / decoder / OCR)

SkillPurposeUse when
qv-addon-changelogChangelog entries for a target add-on package.Add-on release prep. Auto
qv-addon-pr-createPR descriptions for non-SDK inference addons, decoder, OCR."Prepare PR description" for an addon. Auto
qv-addon-release-notesRelease notes for addon packages.Addon release notes. Auto

Registry server

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

Documentation website

SkillPurposeUse when
qv-docs-solution-createSolutions pages: generalize a supported use case into a docs page and register it in the site navigation.A real developer, company, or partner scenario should become reusable documentation. Manual: /qv-docs-solution-create

Show full SKILL.md (403 more words)Show less

Developer diary and standup

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

Code quality

SkillPurposeUse when
qv-quality-reportingRun deterministic quality analysis, triage cohesive debt groups, and prepare approval-gated Asana proposals.Initial debt triage, recurring quality review, or twice-monthly reporting setup. Manual: /qv-quality-reporting

Ecosystem and compliance

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

Documentation site

SkillPurposeUse when
qv-docs-updateUpdates the docs website after a change to the SDK or CLI.You added or changed a feature and the docs need to catch up. Manual: /qv-docs-update

Architecture proposals (QIP)

SkillPurposeUse when
qv-qip-triageConservatively 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-createDrafts 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-reviewReviews 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


Quick picker

You want to…Skill
Review any PRqv-pr-review
Review a DevOps/CI PRqv-devops-pr-review
Test a PR locallyqv-pr-test
See your open PRsqv-pr-mine
SDK team PR boardqv-sdk-pr-status
DevOps team PR boardqv-devops-pr-status
Why CI/merge is blockedqv-devops-why-my-pr-not
Run mobile tests on a deviceqv-mobile-test-dispatch
Write SDK PR bodyqv-sdk-pr-create
Sync SDK models.ts from registryqv-sdk-update-models
Write addon PR bodyqv-addon-pr-create
SDK release changelogqv-sdk-changelog
Addon release changelogqv-addon-changelog
Backmerge after SDK releaseqv-sdk-backmerge
Sync CLI/provider/OpenCode/OpenClaw to SDKqv-agent-stack-sync
New SDK e2e testsqv-sdk-e2e-create
Registry Autobase/HyperDB helpqv-registry-autobase-patterns
Publish a Solutions page from a use caseqv-docs-solution-create
Holepunch stack helpqv-holepunch-dev
Generate NOTICE filesqv-notice-generate
Update the docs website after an SDK/CLI changeqv-docs-update
Check if a QIP is neededqv-qip-triage
Draft a QIPqv-qip-create
Review a QIPqv-qip-review
Triage code-quality debtqv-quality-reporting
List all skillsqv-skill-list (this file)

© 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

Just SKILL.md in .agents/skills/qv-skill-list of tetherto/qvac.

Open the folder on GitHubat commit f874b3a

Compare with similar skills

Qv Skill List 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 Skill List compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qv Skill List this skilltetherto/qvac683—~2.6kAutomated safety check: PassApache-2.0
AI Research Reproductionlllllllama/RigorPilot-Skills4971 repos~1.8kAutomated safety check: PassMIT
Onnxtxtonnx/onnx22k—~1.3kAutomated safety check: PassApache-2.0
Add Publication DocsRLinf/RLinf5.5k—~1.1kAutomated safety check: PassApache-2.0
Create Simple Promptpnp/copilot-prompts892—~2.6kAutomated safety check: PassMIT
Google Agents CLI Adk Codepifferologo/cloud-agents-cli1291 repos~768Automated safety check: PassApache-2.0

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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.

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

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

    683 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.

    683 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…

    683 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).

    683 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.

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

Questions about Qv Skill List

What does Qv Skill List do?

Catalog of all repo qv- custom skills with one-line purpose and when-to-use. Qv Skill List is an agent skill from tetherto/qvac. Catalog of all repo qv- custom skills with one-line purpose and when-to-use.

When should I use Qv Skill List?

Qv Skill List fits situations like: the user asks what skills exist; which skill to use; how to invoke a skill; invokes /qv-skill-list.

How do I install Qv Skill List in Claude Code?

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

How do I install Qv Skill List in Codex?

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

Can I use Qv Skill List 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-skill-list -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-skill-list, .gemini/skills/qv-skill-list, .github/skills/qv-skill-list and .opencode/skills/qv-skill-list in your project.

What does Qv Skill List need to run?

SKILL.md names no scripts, command-line tools or credentials: Qv Skill List is instructions for the agent only. Our summary lists: Python 3.

Does Qv Skill List access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Qv Skill List 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 Skill List use?

Qv Skill List 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 Skill List use?

About 2.6k tokens (SKILL.md is roughly 10k 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 Skill List?

Skills that share tags, products or a category with Qv Skill List: AI Research Reproduction (lllllllama/RigorPilot-Skills, 497 stars), Onnxtxt (onnx/onnx, 22k stars), Add Publication Docs (RLinf/RLinf, 5.5k stars) and Create Simple Prompt (pnp/copilot-prompts, 892 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qv Skill List?

tetherto (a GitHub organization) maintains it in tetherto/qvac, which has 683 GitHub stars. The repository holds 50 skills in this directory. The repository was last updated on October 9, 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.