Agent skill

Qv SDK Backmerge

by tetherto in tetherto/qvac

Open the follow-up "backmerge" PR that lands a release's version bump + changelog onto main.

Apache-2.0Auto-check passedDevelopment

Install Qv SDK Backmerge

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

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

GitHub CLI
$ gh skill install tetherto/qvac qv-sdk-backmerge --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-sdk-backmerge .claude/skills/qv-sdk-backmerge && 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-sdk-backmerge
GitHub stars
683
Token cost
~2.9k tokens
SKILL.md length
1,143 words
Files
1
Skills in repo
50
Repo updated
First seen
Licence
Apache-2.0

At a glance

Open the follow-up "backmerge" PR that lands a release's version bump + changelog onto main.

  • Works in 9 steps: Pre-flight → Resolve the cherry-pick source → Detect no-op (main already aligned) → …
  • Tasks that involve Changelog and release notes
  • SKILL.md covers When to use this skill, Inputs (resolve in priority…, Branch / remote preference and Workflow, plus 2 more sections
  • Calls git, gh and node

What it does

Qv SDK Backmerge is an agent skill from tetherto/qvac. 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.

Its SKILL.md is about 2.9k 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 Development, covering Changelog and release notes. 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

  • Tasks that involve Changelog and release notes

Example prompts

  • “backmerge”
  • “/qv-sdk-backmerge”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Pre-flight
  2. Resolve the cherry-pick source
  3. Detect no-op (main already aligned)
  4. Sync and create the backmerge branch
  5. Cherry-pick
  6. Conflict triage
  7. Push the backmerge head
  8. Build PR title and body
  9. Open the PR

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

    Shell commands in SKILL.md call:

    • git
    • 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 git and 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 SDK Backmerge loads about 2.9k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 1,143 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~45
When it runs · the whole SKILL.md, loaded when a task matches
~2.9k

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). 1,143 words, ~2,891 tokens.

Download SKILL.mdSave it as .claude/skills/qv-sdk-backmerge/SKILL.md (or your agent's skills folder).
name
qv-sdk-backmerge
description
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.

SDK Pod Backmerge PR Creation

Create the backmerge PR that keeps main aligned with what shipped on a release-<pkg>-<x.y.z> branch, per docs/gitflow.md "Keep main aligned" sections.

When to use this skill

Applies to SDK pod packages whose paths are owned by .github/teams/sdk.json.

Use when:

  • A release PR has been (or is being) created for release-<pkg>-<x.y.z>
  • User invokes /qv-sdk-backmerge
  • sdk-pr-create chains into this flow automatically when the target is a release branch (see that skill's "Release Target Dual-PR Flow")

The backmerge PR carries the version bump + changelog metadata from the release branch onto main so future development sees it. It is tagged [skiplog] to keep it out of subsequent changelogs.

@qvac/inference and @qvac/sdk release separately, so a new major.minor produces two release branches and two backmerges: release-inference-<x.y.z> (engine version + changelog) and then release-sdk-<x.y.z> (SDK version + its @qvac/inference range + changelog + docs). Run this skill once per release branch.

Inputs (resolve in priority order)

  1. Active release-PR context (when chained from sdk-pr-create): release PR number/URL, release branch, source head branch, ticket
  2. Explicit args when invoked standalone:
    • Release PR URL/number, OR
    • --package=<pkg> --version=<x.y.z> and one of --source=<head-branch> or --commit=<sha>
  3. Inferred from current branch when no args given: if currently on a head branch that targets release-<pkg>-<x.y.z>, derive package, version, and source from it
  4. ASK only if still ambiguous after the steps above

Branch / remote preference

Same policy as qv-sdk-pr-create: prefer pushing the backmerge head to the org remote (tetherto/qvac) and opening a same-repo PR. Personal-fork heads are a fallback and count as external for CI (fork-ci environment approval required per run on the current head SHA).

In command examples below, ORG_REMOTE / FORK_REMOTE are placeholders — substitute the resolved remote names from Step 1. Do not run those tokens literally.

Workflow

Step 1: Pre-flight
  • gh is installed and authenticated (gh auth status)
  • Working tree is clean (git status empty); if not, ASK whether to stash
  • Identify org remote: scan git remote -v for the canonical org repo (tetherto/qvac.git); fall back to a remote literally named upstream. ASK if neither found.
  • Identify fork remote if present (often origin when org is upstream) — used only when org push is unavailable or the user explicitly chooses the fork path
  • Prefer org-branch push for the backmerge head
Step 2: Resolve the cherry-pick source
ScenarioSource range
Chained from sdk-pr-createORG_REMOTE/release-<pkg>-<x.y.z>..ORG_REMOTE/<source-head-branch> (fetch the head first). If the org remote tip is missing, use the release PR head SHA from gh pr view <num> --json headRefOid instead of an unqualified local branch name.
Standalone with merged release PRThe PR's merge/squash commit on ORG_REMOTE/release-<pkg>-<x.y.z> (gh pr view <num> --json mergeCommit,headRefName)
Standalone with --commit=<sha>That single commit

Sanity check: the source range must reflect release metadata only (version bump, changelog files, NOTICE, optional model registry/history, and for --package=sdk the two generated reference pages under docs/website/content/docs/sdk/). If git diff <range> --stat shows broad unrelated changes (suggesting the branch was based off main, not the release branch), STOP and ASK how to proceed — do not silently cherry-pick unrelated work onto main.

Step 3: Detect no-op (main already aligned)

Before creating the backmerge branch, check whether main already contains the release content.

bash
git fetch ORG_REMOTE main
git fetch ORG_REMOTE release-<pkg>-<x.y.z>
git merge-tree --write-tree --merge-base=<src>^ ORG_REMOTE/main <src>
git rev-parse ORG_REMOTE/main^{tree}

The first command prints the tree SHA produced by simulating the cherry-pick. The second prints main's current tree SHA. If they are identical, every change in the source range is already on main:

  1. STOP. Do not create a branch, do not push, do not open a PR.
  2. Find the commit that landed the release content directly on main so you can cite it:
    bash
    git log ORG_REMOTE/main --oneline -1 -- <pkg-dir>/changelog/<x.y.z>/
    Resolve <pkg-dir> via node -p "require('./scripts/sdk/package-paths.cjs').getPackageDir('<pkg>')" (plugins use plugins/…, not packages/…).
  3. Report to the user, e.g.:
    No backmerge PR needed — main is already aligned with release-<pkg>-<x.y.z>.
    The release content landed on main via <commit-sha> (<commit-subject>).

This avoids pushing an empty branch and a gh pr create failure.

Step 4: Sync and create the backmerge branch
bash
git fetch ORG_REMOTE main
git fetch ORG_REMOTE release-<pkg>-<x.y.z>
git checkout -b backmerge/release-<pkg>-<x.y.z> ORG_REMOTE/main

If a local branch with that name already exists, ASK before overwriting.

Step 5: Cherry-pick
bash
git cherry-pick -x <commit_or_range>

For a true merge commit (not squashed), add -m 1.

Show full SKILL.md (525 more words)Show less
Step 6: Conflict triage

Resolve <pkg-dir> with scripts/sdk/package-paths.cjs (getPackageDir('<pkg>')).

Auto-resolvable (resolve, git add, then git cherry-pick --continue):

  • <pkg-dir>/package.json — version field conflict: take release-side.
    bash
    git checkout --theirs <pkg-dir>/package.json
    git add <pkg-dir>/package.json
  • <pkg-dir>/CHANGELOG.md (top-level aggregated): regenerate from the version folders just cherry-picked in.
    bash
    node scripts/sdk/generate-changelog-sdk-pod.cjs --package=<pkg>
    git add <pkg-dir>/CHANGELOG.md

Anything else → STOP. Hand control back to the user. Do not force-resolve, skip, or abort the cherry-pick on the user's behalf.

Docs-website conflicts are never auto-resolvable. An --package=sdk release commit also carries the two generated pages of the SDK's current documentation line (docs/website/content/docs/sdk/(v<X.Y>)/reference/{api,release-notes}.mdx, see qv-sdk-changelog Step 8). A conflict there — or a cherry-pick that cannot find the path at all — usually means main has since been cut to a newer line, so the folder the release wrote into is now the plain v<X.Y> one. STOP and hand it to the documentation engineer: choosing which line the content belongs in is their call, not a merge resolution.

When stopping, print:

  • git status -sb
  • The list of unresolved files
  • Resume instructions:
    # After resolving manually:
    git add <files>
    git cherry-pick --continue
    # Then re-run: /qv-sdk-backmerge --resume
Step 7: Push the backmerge head

Re-verify that the cherry-pick produced commits that actually change ORG_REMOTE/main. Defensive only — Step 3 catches the common no-op case; this guards against rarer paths (e.g. a --commit=<sha> arg that turned out to already be on main, or a -m 1 cherry-pick of a merge commit that resolved to nothing):

bash
git diff --stat ORG_REMOTE/main..HEAD

If the output is empty, treat it as a late no-op and STOP (same handling as Step 3 — report and exit). Otherwise push to the org remote when write access allows:

bash
# Preferred — org-branch head (substitute real remote name for ORG_REMOTE):
git push -u ORG_REMOTE backmerge/release-<pkg>-<x.y.z>

# Fallback — personal fork (external CI path):
git push -u FORK_REMOTE backmerge/release-<pkg>-<x.y.z>
Step 8: Build PR title and body

Title (default — release PRs typically have a QVAC-#### ticket):

TICKET chore[skiplog]: backmerge release-<pkg>-<x.y.z> — <summary>

Title (tickless fallback) — only when there is genuinely no ticket; combine the two tags inside a single bracket pair separated by | per the format defined in this skill:

chore[skiplog|notask]: backmerge release-<pkg>-<x.y.z> — <summary>
  • Reuse the ticket from the companion release PR whenever possible.
  • <summary> lists what is being landed (e.g. version bump, changelog, NOTICE).

Body (concise, copy-ready):

markdown
## What this PR does

Lands the release metadata for `<pkg>@<x.y.z>` on `main`, per [gitflow.md](../../../docs/gitflow.md) "Keep main aligned". No functional changes — tagged `[skiplog]` so it does not appear in future changelogs.

## Companion release PR

- <release PR URL>

## Files

- `<pkg-dir>/package.json` — version `<prev>` → `<x.y.z>`
- `<pkg-dir>/changelog/<x.y.z>/` — generated changelog files
- `<pkg-dir>/CHANGELOG.md` — aggregated changelog
- `<pkg-dir>/NOTICE` — updated dependency attributions (if present)
- `docs/website/content/docs/sdk/(v<X.Y>)/reference/` — API summary (minor only) and release notes of the SDK's current documentation line (`--package=sdk` only)
- (any other release-metadata files included in the cherry-pick)
Step 9: Open the PR
bash
# Preferred — org-branch (same-repo) PR:
gh pr create \
  --repo tetherto/qvac \
  --base main \
  --head backmerge/release-<pkg>-<x.y.z> \
  --title "<title>" \
  --body "<body>"

# Fallback — personal fork -> org PR:
gh pr create \
  --repo tetherto/qvac \
  --base main \
  --head <FORK_OWNER>:backmerge/release-<pkg>-<x.y.z> \
  --title "<title>" \
  --body "<body>"

Print the new PR URL as a clickable hyperlink. When chained from sdk-pr-create, the parent prints both URLs side by side. If the fork fallback was used, note that merge/release must approve the fork-ci environment for privileged CI on that head.

Quality Checklist

Before completing:

  • Branch name is exactly backmerge/release-<pkg>-<x.y.z>
  • Title contains [skiplog] tag (combined as [skiplog|notask] if tickless)
  • Body links the companion release PR
  • Cherry-pick used -x (so the original SHA is recorded in commit messages)
  • No conflicts remain; any non-trivial conflicts were resolved by the user, not the skill
  • Head was pushed to the org remote when write access allows; fork path only as fallback
  • gh pr view confirms target is tetherto/qvac:main and head is the expected org branch (or <fork>:backmerge/... if fallback)

References

  • .agents/skills/qv-sdk-pr-create/SKILL.md — companion skill, auto-chains into this one for release targets
  • .agents/skills/qv-sdk-changelog/SKILL.md — changelog regeneration used during conflict resolution
  • docs/gitflow.md — title format and [skiplog] semantics
  • .github/teams/sdk.json — packages this skill applies to
  • docs/gitflow.md — release flow and "Keep main aligned" rules (still documents fork-first contribution; prefer org-branch heads per this skill until DevOps updates gitflow)
  • Fork CI trust model: docs/ci/LABELS.md (fork-ci environment + fork-approval)

© 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-sdk-backmerge of tetherto/qvac.

Open the folder on GitHubat commit f874b3a

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Questions about Qv SDK Backmerge

What does Qv SDK Backmerge do?

Open the follow-up "backmerge" PR that lands a release's version bump + changelog onto main. Qv SDK Backmerge is an agent skill from tetherto/qvac. Open the follow-up "backmerge" PR that lands a release's version bump + changelog onto main.

When should I use Qv SDK Backmerge?

Qv SDK Backmerge fits situations like: tasks that involve Changelog and release notes.

How do I install Qv SDK Backmerge in Claude Code?

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

How do I install Qv SDK Backmerge in Codex?

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

Can I use Qv SDK Backmerge 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-sdk-backmerge -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-sdk-backmerge, .gemini/skills/qv-sdk-backmerge, .github/skills/qv-sdk-backmerge and .opencode/skills/qv-sdk-backmerge in your project.

What does Qv SDK Backmerge need to run?

Going by SKILL.md and its folder, Qv SDK Backmerge needs the command-line tools its instructions call (git, gh and node).

Does Qv SDK Backmerge access the network?

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

Is Qv SDK Backmerge 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 SDK Backmerge use?

Qv SDK Backmerge 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 SDK Backmerge use?

About 2.9k tokens (SKILL.md is roughly 12k 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 SDK Backmerge?

Skills that share tags, products or a category with Qv SDK Backmerge: Release Digest (Kiln-AI/Kiln, 5.2k stars), Release (ddalcu/mlx-serve, 1.8k stars), Phoenix Release Notes (Arize-ai/phoenix, 12k stars) and Skill Provenance (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Qv SDK Backmerge?

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.