Agent skill

Ensure Quality

Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint.

GPL-3.0Auto-check passedTesting & QA

Install Ensure Quality

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a claude-code

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

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality --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/gambitph/Stackable.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.cursor/skills/ensure-quality .claude/skills/ensure-quality && 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/

Paste into Claude Code

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .claude/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

$skill-installer

$skill-installer install https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality

Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gambitph/Stackable.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.cursor/skills/ensure-quality .agents/skills/ensure-quality && rm -rf skills-src

Use ~/.agents/skills/ instead of .agents/skills for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .agents/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gambitph/Stackable.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.cursor/skills/ensure-quality .cursor/skills/ensure-quality && rm -rf skills-src

Use ~/.cursor/skills/ instead of .cursor/skills for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .cursor/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

gemini skills install

$ gemini skills install https://github.com/gambitph/Stackable.git --path .cursor/skills/ensure-quality

--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gambitph/Stackable.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.cursor/skills/ensure-quality .gemini/skills/ensure-quality && rm -rf skills-src

Use ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .gemini/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

Manual copy

$ git clone --depth 1 https://github.com/gambitph/Stackable.git skills-src && mkdir -p .github/skills && cp -r skills-src/.cursor/skills/ensure-quality .github/skills/ensure-quality && rm -rf skills-src

Use ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .github/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add gambitph/Stackable --skill ensure-quality -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install gambitph/Stackable ensure-quality --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

Manual copy

$ git clone --depth 1 https://github.com/gambitph/Stackable.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.cursor/skills/ensure-quality .opencode/skills/ensure-quality && rm -rf skills-src

Use ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "ensure-quality" agent skill from https://github.com/gambitph/Stackable/tree/develop/.cursor/skills/ensure-quality into .opencode/skills/ensure-quality/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ensure-quality", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: ensure-quality
GitHub stars: 350
Token cost: ~1.5k tokens
SKILL.md length: 707 words
Files: 10
Skills in repo: 18
Repo updated: Oct 7, 2026
First seen: Oct 7, 2026
Licence: GPL-3.0

At a glance

Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint.

Works in 5 steps: Synthesize intent. Capture what the user… → Discover the project. Follow… → Pin the fixed point. Default: merge-base… → …
The user asks to ensure quality
SKILL.md covers When to run, Preconditions, Pipeline loop and Summary
Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ensure Quality is an agent skill from gambitph/Stackable. Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint. Mechanical one-liner auto-fix and HITL for ask-user findings; ship-readiness summary. Use when the user asks to ensure quality, run the quality gate, validate before commit, or gate changes; after finishing substantive or AI-generated code changes; and always before the agent commits.

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 12 other files (for example `agents/openai.yaml`, `reference/anti-slop.md` and `reference/discover.md`).

It sits in Testing & QA, covering Quality gates, Humanizing AI text and Linting and formatting. The repository describes itself as: Page Builder Blocks for WordPress. An Amazing Block Library for the new WordPress Block Editor (Gutenberg). The licence is GPL-3.0.

When your agent uses it

The user asks to ensure quality
Run the quality gate
Validate before commit
After finishing substantive

Example prompts

“/ensure-quality”

Workflow steps

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

Synthesize intent. Capture what the user set out to accomplish - goal, constraints, tradeoffs, ruled-in/out approaches - in their terms…
Discover the project. Follow reference/discover.md. Record the chosen test commands, lint commands, standards sources, anti-slop /…
Pin the fixed point. Default: merge-base of the current HEAD (and dirty worktree) against the first existing of: upstream tracking…
Scope the diff. Include committed commits since the fixed point and uncommitted/staged work. Warn if on a default branch; still proceed.
Skip flags. Run all four stages unless the user explicitly skips one (skip lint, lint only, …). Auto-invoke never skips.

What it can do on your machine

Read from SKILL.md and the folder at commit 5c13d80. 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

Ensure Quality loads about 1.5k tokens when it runs. Until then it costs about 115 tokens; SKILL.md has 707 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~115
When it runs · the whole SKILL.md, loaded when a task matches: ~1.5k

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 gambitph/Stackable at commit 5c13d80, republished under its GPL-3.0 licence (© gambitph). 707 words, ~1,495 tokens.

Download SKILL.mdSave it as .claude/skills/ensure-quality/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.

name: ensure-quality
description: Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint. Mechanical one-liner auto-fix and HITL for ask-user findings; ship-readiness summary. Use when the user asks to ensure quality, run the quality gate, validate before commit, or gate changes; after finishing substantive or AI-generated code changes; and always before the agent commits.

Ensure quality

Inner-loop quality gate: risk/correctness review plus anti-AI-slop. Asks whether the change will break, leak, or silently undo what the user wanted, and catches parallel structure, hand-synced catalogues, phantom names, and other common agent failure modes early. Moves review, test, docs, and lint closer to the work before it leaves the machine. No daemon, no second worktree, no push/PR - this skill is the gate.

Self-contained: everything needed lives under this skill folder. Project-agnostic: discover how this repo tests, lints, documents, and states maintainability rules - do not assume a stack.

Stages (order): review → test → document → lint. Load each stage file only when that stage runs. Load reference/discover.md once during preconditions. Anti-slop baseline: reference/anti-slop.md (always on during review; repo rules override on conflict).

When to run

Fire this skill when any of these hold:

The user asks to ensure quality / validate / gate / check before commit.
You just finished substantive source changes (feature, fix, refactor).
You are about to create a git commit.

Skip auto-invoke for pure Q&A, exploration with no edits, or when the user said to keep iterating without gating.

Preconditions

Synthesize intent. Capture what the user set out to accomplish - goal, constraints, tradeoffs, ruled-in/out approaches - in their terms, enriched with decisions you made while working. A thin "fixed stuff" line is not enough; rewrite from conversation context first. This intent is authoritative acceptance criteria for the review stage.
Discover the project. Follow reference/discover.md. Record the chosen test commands, lint commands, standards sources, anti-slop / maintainability docs, checklists, and doc surfaces for this run.
Pin the fixed point. Default: merge-base of the current HEAD (and dirty worktree) against the first existing of: upstream tracking remote's default branch, then origin/develop, origin/main, origin/master, then local develop / main / master. Honor an explicit user override (since abc123, origin/main, …). Confirm the ref resolves.
Scope the diff. Include committed commits since the fixed point and uncommitted/staged work. Warn if on a default branch; still proceed.
Skip flags. Run all four stages unless the user explicitly skips one (skip lint, lint only, …). Auto-invoke never skips.

Completion: intent written, discovery recorded, fixed point named, diff non-empty (or report ready with nothing to gate and stop).

Show full SKILL.md (346 more words)Show less

Pipeline loop

For each stage in order:

Read stages/<stage>.md and run it.
Collect findings using the taxonomy in reference/findings.md.
Auto-fix every auto-fix finding without asking, then re-run the stage. Cap at 2 auto-fix rounds for that stage; leftover findings escalate to HITL.
- Review stage: auto-fix is mechanical one-liners only. After any review fix, follow the root-cause fixer rules and adversarial re-review in stages/review.md (treat fixer output as untrusted new code).
- Test / document / lint: mechanical/low-risk auto-fix as each stage file allows.
If any ask-user findings remain, pause - see HITL pause. Do not start the next stage until the pause resolves.
no-op findings are reported only; nothing to do.
If the stage stays red after rounds / declined fixes, go to Blocked.

Leave all quality fixes uncommitted unless the user already asked you to commit or ship.

HITL pause

Batch every current-stage ask-user finding in one message. Present each like a grill round - question, options, recommendation - then wait. When review recorded risk_level: high, prefer recommending careful fix over casual approve/skip.

⏸ **Quality gate - <stage>** (<n> ask-user findings)

❓ **F1** - **<short title>**: <verbatim finding: file, description, why it challenges intent or product behavior>

Options:
- **fix** - apply a fix (optionally with your guidance)
- **approve** - accept as-is and continue
- **skip** - drop this finding for this run
- **abort** - stop the whole gate

➡️ <your recommended option and one-line why>

Translate the user's answers into actions, apply agreed fixes, re-run the stage, then continue. For review-stage fixes agreed in HITL, still apply fixer discipline and adversarial re-review from stages/review.md. Do not paraphrase away finding detail. Do not continue past unresolved ask-user findings.

Blocked

Stop the pipeline. Leave fixes dirty. Emit the Summary with Ship readiness: blocked and the remaining findings. Do not commit. Do not claim green. Do not silently skip the failing stage.

Summary

Always end a completed or blocked run with this fixed brief (this order):

Intent - short paragraph
Risk - Low / Med / High + one sentence why (use the review-stage risk assessment when review ran)
Diff scope - fixed point → worktree; key files
Findings - counts by stage; call out risk-lens and anti-slop hits; auto-fixed vs HITL vs accepted vs remaining
Tests run - commands + pass/fail; note skipped suites and why
Docs - updated / checked / none needed
Lint - commands + result
Ship readiness - ready or blocked + what's left
Uncommitted fix set - bullets if any quality fixes were applied

Files

SKILL.md and 9 other files in .cursor/skills/ensure-quality of gambitph/Stackable.

SKILL.md
agents/openai.yaml
reference/anti-slop.md
reference/discover.md
reference/findings.md
reference/smells.md
stages/document.md
stages/lint.md
stages/review.md
stages/test.md

Open the folder on GitHubat commit 5c13d80

Compare with similar skills

Ensure Quality 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.

Ensure Quality compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
Ensure Quality this skillgambitph/Stackable	350	—	~1.5k	Automated safety check: Pass	GPL-3.0	yesterday
Git PR Workflowandymai/brepjs	114	—	~2.9k	Automated safety check: Pass	Apache-2.0	today
Spec ReviewAI-Unified-Process/marketplace	141	—	~2.9k	Automated safety check: Pass	Apache-2.0	3 days ago
Code Completionfacioquo/stock-indicators-dotnet	1.2k	—	~1.2k	Automated safety check: Pass	Apache-2.0	yesterday
Governing Quality Waiversjaktestowac/awesome-copilot-for-testers	116	—	~2.4k	Automated safety check: Pass	MIT	1 mo ago
Validatecortex-tms/cortex-tms	180	—	~178	Automated safety check: Notes	MIT	3 days ago

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Questions about Ensure Quality

What does Ensure Quality do?

Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint. Ensure Quality is an agent skill from gambitph/Stackable. Local quality gate for the current worktree: review for risk/correctness (break, leak, undo intent), standards, spec, and anti-slop; then test, document, lint.

When should I use Ensure Quality?

Ensure Quality fits situations like: the user asks to ensure quality; run the quality gate; validate before commit; after finishing substantive.

How do I install Ensure Quality in Claude Code?

Run `npx skills add gambitph/Stackable --skill ensure-quality -a claude-code`. Or copy the skill folder (.cursor/skills/ensure-quality in gambitph/Stackable) into .claude/skills/ensure-quality in your project. Claude Code loads it when a task matches its description.

How do I install Ensure Quality in Codex?

Run `npx skills add gambitph/Stackable --skill ensure-quality -a codex`. Or copy the skill folder (.cursor/skills/ensure-quality in gambitph/Stackable) into .agents/skills/ensure-quality in your project. Codex loads it when a task matches its description.

Can I use Ensure Quality 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 gambitph/Stackable --skill ensure-quality -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ensure-quality, .gemini/skills/ensure-quality, .github/skills/ensure-quality and .opencode/skills/ensure-quality in your project.

What does Ensure Quality need to run?

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

Does Ensure Quality 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 Ensure Quality 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 Ensure Quality use?

Ensure Quality is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ensure Quality use?

About 1.5k tokens (SKILL.md is roughly 6k 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 Ensure Quality?

Skills that share tags, products or a category with Ensure Quality: Git PR Workflow (andymai/brepjs, 114 stars), Spec Review (AI-Unified-Process/marketplace, 141 stars), Code Completion (facioquo/stock-indicators-dotnet, 1.2k stars) and Governing Quality Waivers (jaktestowac/awesome-copilot-for-testers, 116 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ensure Quality?

gambitph (a GitHub organization) maintains it in gambitph/Stackable, which has 350 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 7, 2026.

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

Install Ensure Quality

Facts

At a glance

What it does

When your agent uses it

Example prompts

Workflow steps

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

Ensure quality

When to run

Preconditions

Pipeline loop

HITL pause

Blocked

Summary

Files

Compare with similar skills

Similar skills

More from gambitph/Stackable

Related

Questions about Ensure Quality