Agent skill

QA Handoff

by maxim-saplin in maxim-saplin/llm_chess

Quality gate protocol between implementation and handoff. An agent skill from maxim-saplin/llm_chess.

Apache-2.0Auto-check passedTesting & QA

Install QA Handoff

skills CLI
$ npx skills add maxim-saplin/llm_chess --skill qa-handoff -a claude-code

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

GitHub CLI
$ gh skill install maxim-saplin/llm_chess qa-handoff --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/maxim-saplin/llm_chess.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/qa-handoff .claude/skills/qa-handoff && 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
qa-handoff
GitHub stars
136
Token cost
~354 tokens
SKILL.md length
191 words
Files
4 (incl. references)
Skills in repo
2
Repo updated
First seen
Licence
Apache-2.0

At a glance

Quality gate protocol between implementation and handoff. An agent skill from maxim-saplin/llm_chess.

  • Tasks that involve Quality gates
  • SKILL.md covers Do Not Use When, Shared Invariants and Choose the Mode
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

QA Handoff is an agent skill from maxim-saplin/llm_chess. Quality gate protocol between implementation and handoff.

Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/default-qa-mode.md`, `references/evidence-taxonomy.md` and `references/two-qa-mode.md`).

It sits in Testing & QA, covering Quality gates. The repository describes itself as: LLM Chess - evaluating Large Language Models' reasoning and instruction-following abilities by simulating chess games. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve Quality gates

Example prompts

  • “/qa-handoff”

What it can do on your machine

Read from SKILL.md and the folder at commit 3413b66. 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

QA Handoff loads about 354 tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 17 tokens; SKILL.md has 191 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~17
When it runs · the whole SKILL.md, loaded when a task matches
~354
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.1k

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 maxim-saplin/llm_chess at commit 3413b66, republished under its Apache-2.0 licence (© maxim-saplin). 191 words, ~354 tokens.

Download SKILL.mdSave it as .claude/skills/qa-handoff/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
qa-handoff
description
Quality gate protocol between implementation and handoff.

QA Handoff

Use this skill after implementation work and before reporting results to the user. This file is the entrypoint: keep it for overview, routing, and shared invariants, then use the mode docs in references/ for the actual review flow.

!!! WHEN APPLICABLE PREFFER RUNTIME EVIDENCE, live checks, any real-world verfication scenarious OVER static file analysis !!!

Do Not Use When

  • The task is still mid-implementation.
  • You are only exploring or planning and have not produced work to verify yet.
  • There is nothing substantive to hand off for review.

Shared Invariants

  • Work is not reported to the user until it passes QA or 3 rounds are exhausted.
  • Ambiguous verdict (neither clear PASS nor FAIL) counts as FAIL.
  • The QA reviewer has no conversation history. Reconstruct the needed context in the handoff package.
  • Only the user can waive a requirement.
  • Before assembling or reviewing evidence, read references/evidence-taxonomy.md.
  • QA validates deliverable readiness, not only internal correctness.

Choose the Mode

  • Default to references/default-qa-mode.md.
  • Use references/two-qa-mode.md only when the user asks for a stronger gate or when you intentionally want both qa-1 and qa-2.
  • In two-QA mode, both reviewers must PASS on the same round before handoff.

© maxim-saplin, 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 3 other files (references) in .agents/skills/qa-handoff of maxim-saplin/llm_chess.

  • SKILL.md
  • references/default-qa-mode.md
  • references/evidence-taxonomy.md
  • references/two-qa-mode.md

Open the folder on GitHubat commit 3413b66

Compare with similar skills

QA Handoff 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.

QA Handoff compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
QA Handoff this skillmaxim-saplin/llm_chess136—~354Automated safety check: PassApache-2.0
Feature Plannerserendipity1004/cc-feature-implementer176—~2.4kAutomated safety check: PassNone
Ccg Workflowfengshao1227/ccg-workflow5.9k—~2.3kAutomated safety check: PassMIT
Conducty Checkpointrobertbarclayy/conducty176—~1.5kAutomated safety check: PassMIT
Mission Plannerjdforsythe/forge151—~3.5kAutomated safety check: PassMIT
Quality Gate0xNyk/lacp305—~382Automated safety check: PassMIT

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  • Feature Planner

    serendipity1004/cc-feature-implementer

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    Testing & QAAuto-check passed
  • Ccg Workflow

    fengshao1227/ccg-workflow

    How to run a non-trivial change end to end with the CCG role tools (ccganalyze / ccgdesign / ccgbuild / ccgdebug / ccgoptimize / ccgreview / ccgtest) and the verify- quality gates.

    5.9k GitHub stars~2.3k tokensUpdated 26 days ago
    Testing & QAAuto-check passed
  • Conducty Checkpoint

    robertbarclayy/conducty

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    176 GitHub stars~1.5k tokensUpdated 3 mo ago
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More from maxim-saplin/llm_chess

  • Cross Ref Research

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Categories

Questions about QA Handoff

What does QA Handoff do?

Quality gate protocol between implementation and handoff. An agent skill from maxim-saplin/llm_chess. QA Handoff is an agent skill from maxim-saplin/llm_chess. Quality gate protocol between implementation and handoff.

When should I use QA Handoff?

QA Handoff fits situations like: tasks that involve Quality gates.

How do I install QA Handoff in Claude Code?

Run `npx skills add maxim-saplin/llm_chess --skill qa-handoff -a claude-code`. Or copy the skill folder (.agents/skills/qa-handoff in maxim-saplin/llm_chess) into .claude/skills/qa-handoff in your project. Claude Code loads it when a task matches its description.

How do I install QA Handoff in Codex?

Run `npx skills add maxim-saplin/llm_chess --skill qa-handoff -a codex`. Or copy the skill folder (.agents/skills/qa-handoff in maxim-saplin/llm_chess) into .agents/skills/qa-handoff in your project. Codex loads it when a task matches its description.

Can I use QA Handoff 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 maxim-saplin/llm_chess --skill qa-handoff -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qa-handoff, .gemini/skills/qa-handoff, .github/skills/qa-handoff and .opencode/skills/qa-handoff in your project.

What does QA Handoff need to run?

SKILL.md names no scripts, command-line tools or credentials: QA Handoff is instructions for the agent only.

Does QA Handoff 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 QA Handoff 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 QA Handoff use?

QA Handoff 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 QA Handoff use?

About 354 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.8k tokens, read only when the agent opens those files.

What are the alternatives to QA Handoff?

Skills that share tags, products or a category with QA Handoff: Feature Planner (serendipity1004/cc-feature-implementer, 176 stars), Ccg Workflow (fengshao1227/ccg-workflow, 5.9k stars), Conducty Checkpoint (robertbarclayy/conducty, 176 stars) and Mission Planner (jdforsythe/forge, 151 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains QA Handoff?

maxim-saplin (a GitHub user) maintains it in maxim-saplin/llm_chess, which has 136 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on October 10, 2026.

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