Agent skill

Quality Gate

by 0xNyk in 0xNyk/lacp

Production quality gate for agent sessions. An agent skill from 0xNyk/lacp.

MITAuto-check passedTesting & QA

Install Quality Gate

skills CLI
$ npx skills add 0xNyk/lacp --skill quality-gate -a claude-code

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

GitHub CLI
$ gh skill install 0xNyk/lacp quality-gate --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/0xNyk/lacp.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugin/skills/quality-gate .claude/skills/quality-gate && 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
quality-gate
GitHub stars
305
Token cost
~382 tokens
SKILL.md length
138 words
Files
1
Skills in repo
2
Repo updated
First seen
Licence
MIT

At a glance

Production quality gate for agent sessions. An agent skill from 0xNyk/lacp.

  • Tasks that involve Quality gates
  • SKILL.md covers Sprint Contracts, Handoff Artifacts and Configuration
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Quality Gate is an agent skill from 0xNyk/lacp. Production quality gate for agent sessions. Activates on session stop to evaluate work quality using 4-dimension weighted scoring (completeness, honesty, deferral ratio, work evidence). Catches rationalization patterns, verifies test claims, and generates handoff artifacts for session continuity. Use sprint contracts to define done-criteria before building.

Its SKILL.md is about 380 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 Testing & QA, covering Quality gates. The repository describes itself as: Local-first policy, evidence, memory, and recovery controls for Claude, Codex, Hermes, and other CLI coding agents. The licence is MIT.

When your agent uses it

  • Tasks that involve Quality gates

Example prompts

  • “/quality-gate”

What it can do on your machine

Read from SKILL.md and the folder at commit e31f134. 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

Quality Gate loads about 382 tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 138 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~382

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 0xNyk/lacp at commit e31f134, republished under its MIT licence (© 0xNyk). 138 words, ~382 tokens.

Download SKILL.mdSave it as .claude/skills/quality-gate/SKILL.md (or your agent's skills folder).
name
quality-gate
description
Production quality gate for agent sessions. Activates on session stop to evaluate work quality using 4-dimension weighted scoring (completeness, honesty, deferral ratio, work evidence). Catches rationalization patterns, verifies test claims, and generates handoff artifacts for session continuity. Use sprint contracts to define done-criteria before building.

Quality Gate

This plugin evaluates your work at session end using criteria-based scoring:

  • Completeness (35%): Did you finish what you committed to?
  • Honesty (30%): Are claims about tests/status verified?
  • Deferral ratio (20%): How much was pushed to "later"?
  • Work evidence (15%): Files changed relative to scope claimed

Sprint Contracts

Before implementing, state your sprint contract:

  • What files will be modified
  • What tests will pass
  • What the acceptance criteria are

The quality gate evaluates against these criteria at session end.

Handoff Artifacts

On every non-trivial stop, a handoff artifact is generated with:

  • Task summary, files modified, test status
  • Git branch and diff summary
  • Next steps for the following session

The next session automatically receives the handoff.

Configuration

Env VarDefaultPurpose
LACP_QUALITY_GATE_THRESHOLD2.5Minimum weighted score (1-5)
LACP_QUALITY_GATE_MODELllama3.1:8bOllama model for scoring
LACP_BLIND_SPOT_ENABLED0Enable blind spot reflection

© 0xNyk, MIT. 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 plugin/skills/quality-gate of 0xNyk/lacp.

Open the folder on GitHubat commit e31f134

Compare with similar skills

Quality Gate 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.

Quality Gate compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Quality Gate this skill0xNyk/lacp305—~382Automated safety check: PassMIT
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
Deploy Workflownwiizo/ccswarm153—~582Automated safety check: PassMIT

Similar skills

  • Feature Planner

    serendipity1004/cc-feature-implementer

    Creates phase-based feature plans with quality gates and incremental delivery structure.

    176 GitHub stars~2.4k tokensUpdated 9 mo ago
    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 24 days ago
    Testing & QAAuto-check passed
  • Conducty Checkpoint

    robertbarclayy/conducty

    Quality gate between parallelization groups. An agent skill from robertbarclayy/conducty.

    176 GitHub stars~1.5k tokensUpdated 3 mo ago
    Testing & QAAuto-check passed
  • Mission Planner

    jdforsythe/forge

    Decomposes goals into team blueprints using evidence-based scaling laws, topology selection, and role design.

    151 GitHub stars~3.5k tokensUpdated 3 mo ago
    Testing & QAAuto-check passed
  • Deploy Workflow

    nwiizo/ccswarm

    Release deployment process for ccswarm. An agent skill from nwiizo/ccswarm.

    153 GitHub stars~582 tokensUpdated 24 days ago
    Testing & QAAuto-check passed
  • Common Quality Gate

    lihaozheCharlie/the-way-here

    验证 wiki 或 Skill 修改是否满足证据、归档、前置元数据、生成索引安全、链接和完成标准;纯健康检查保持只读. An agent skill from lihaozheCharlie/the-way-here.

    145 GitHub stars~488 tokensUpdated 7 days ago
    Testing & QAAuto-check passed

More from 0xNyk/lacp

  • Context Modes

    0xNyk/lacp

    Structured work modes for agent sessions. An agent skill from 0xNyk/lacp.

    305 GitHub stars~313 tokensUpdated 17 days ago
    Auto-check passed

Categories

Questions about Quality Gate

What does Quality Gate do?

Production quality gate for agent sessions. An agent skill from 0xNyk/lacp. Quality Gate is an agent skill from 0xNyk/lacp. Production quality gate for agent sessions.

When should I use Quality Gate?

Quality Gate fits situations like: tasks that involve Quality gates.

How do I install Quality Gate in Claude Code?

Run `npx skills add 0xNyk/lacp --skill quality-gate -a claude-code`. Or copy the skill folder (plugin/skills/quality-gate in 0xNyk/lacp) into .claude/skills/quality-gate in your project. Claude Code loads it when a task matches its description.

How do I install Quality Gate in Codex?

Run `npx skills add 0xNyk/lacp --skill quality-gate -a codex`. Or copy the skill folder (plugin/skills/quality-gate in 0xNyk/lacp) into .agents/skills/quality-gate in your project. Codex loads it when a task matches its description.

Can I use Quality Gate 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 0xNyk/lacp --skill quality-gate -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/quality-gate, .gemini/skills/quality-gate, .github/skills/quality-gate and .opencode/skills/quality-gate in your project.

What does Quality Gate need to run?

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

Does Quality Gate 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 Quality Gate 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 Quality Gate use?

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

How many tokens does Quality Gate use?

About 382 tokens (SKILL.md is roughly 1.5k 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 Quality Gate?

Skills that share tags, products or a category with Quality Gate: 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 Quality Gate?

0xNyk (a GitHub user) maintains it in 0xNyk/lacp, which has 305 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 22, 2026.

Source: 0xNyk/lacp on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.