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AIDiscovery007/qc-skills

Focused agent skills for thinking and creating · 清晰思考，自由创作。Explore qc-alchemy through 10 visual transformations.

Claude CodeCodexEngineeringDesign

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

View weekly changes

skills/incubating/bdd-agents-handoff/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 5247f2ab77a1

No earlier version was observed for comparison.

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skills/incubating/qc-expert-casting/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

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skills/published/qc-alchemy/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 5247f2ab77a1

No earlier version was observed for comparison.

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skills/published/qc-essence/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 5247f2ab77a1

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skills/published/qc-image-series/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

Before Not checked yet → After Network or broad shell

First observation → 5247f2ab77a1

No earlier version was observed for comparison.

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skills/published/qc-motion-design/SKILL.md

Week of Oct 26, 2026 · Line counts unavailable

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First observation → 5247f2ab77a1

No earlier version was observed for comparison.

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skills/published/qc-skills-setup/SKILL.md

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View on GitHubAdd to my skills

Verified commit 5247f2ab77a1ea9ef563ca8cb6dc5ea643ad873c

git clone --filter=blob:none --no-checkout https://github.com/AIDiscovery007/qc-skills.git .hotskills/aidiscovery007-qc-skills && git -C .hotskills/aidiscovery007-qc-skills checkout --detach 5247f2ab77a1ea9ef563ca8cb6dc5ea643ad873c # Copy each selected skill directory from .hotskills/aidiscovery007-qc-skills into .claude/skills/<skill-name>/
git clone --filter=blob:none --no-checkout https://github.com/AIDiscovery007/qc-skills.git .hotskills/aidiscovery007-qc-skills && git -C .hotskills/aidiscovery007-qc-skills checkout --detach 5247f2ab77a1ea9ef563ca8cb6dc5ea643ad873c # Copy each selected skill directory from .hotskills/aidiscovery007-qc-skills into .agents/skills/<skill-name>/
24GitHub stars
1star in 7 days
7skills in this repository
1commit in 30 days

Heat

2.6
  • Star growth, last 7 daysNot available
  • Star growth, last 24 hoursNot available
  • Rank movement, last 7 daysNot available
  • Commits, last 30 daysNot available
  • Accounts asking about it through MCP, last 7 daysNot available
  • Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Oct 25, 2026Nov 1, 202624

30-day change not yet available: not enough history.

Individual skills in this repository

How it works

bdd-agents-handoff

When your agent uses it

Plan a feature or project as small end-to-end iterations, lock the behavior down with BDD specs and tests first, then orchestrate real developer agents (Claude Code, Codex, Cursor, or any other coding agent), running independent iterations in parallel, and review, merge and test what comes back. Use this whenever the user wants to plan and build something by delegating implementation to other coding agents, work BDD-first, parallelize implementation across agents, or break a project into minimal closed-loop iterations, even if they don't name all of these explicitly.

What it loads into context

Frontmatter

123 tokens

Always available to the agent

SKILL.md

2,599 tokens

When the skill is activated

Reference documents

53,883 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. How approval works (read this first)
  2. 0. Look around first (and again at every checkpoint)
  3. 1. Plan
  4. 2. Lock the spec with BDD, for all iterations (before any development)
  5. 3. Schedule: serial or parallel (you decide)
  6. 4. Hand off to real developer agents (one per iteration in the wave)
  7. 5. Review, merge, and test
  8. The rule that protects everything else

Scripts executed separately

  • scripts/scan.sh
  • ../../published/qc-image-series/scripts/render-chapter-dividers.py
  • ../../published/qc-motion-design/assets/motion-cases/advanced-components.js
  • ../../published/qc-motion-design/assets/motion-cases/advanced-motion.js
  • ../../published/qc-motion-design/assets/motion-cases/app.js
  • ../../published/qc-motion-design/assets/motion-cases/extra-components.js
  • ../../published/qc-motion-design/assets/motion-cases/extra-motion.js
  • ../../published/qc-motion-design/assets/motion-cases/motion-prompts.js
  • ../../published/qc-motion-design/assets/motion-cases/source-notes.js
  • ../../published/qc-skills-setup/scripts/create-claude-md.sh

Files

  • ../../../.claude-plugin/plugin.jsonasset336 bytes
  • SKILL.mdcore12,173 bytes
  • references/agents.mddoc3,501 bytes
  • references/awareness.mddoc1,841 bytes
  • scripts/scan.shruns2,666 bytes
  • ../qc-expert-casting/SKILL.mddoc5,871 bytes
  • ../qc-expert-casting/references/agent-md.mddoc5,492 bytes
  • ../qc-expert-casting/references/prompt.mddoc3,041 bytes
  • ../../published/qc-alchemy/SKILL.mddoc4,495 bytes
  • ../../published/qc-alchemy/agents/openai.yamlasset299 bytes
  • ../../published/qc-alchemy/references/casebook.mddoc5,550 bytes
  • ../../published/qc-alchemy/references/color-matching.mddoc8,307 bytes
  • ../../published/qc-alchemy/references/domain-adaptation.mddoc6,702 bytes
  • ../../published/qc-alchemy/references/evaluation.mddoc8,550 bytes
  • ../../published/qc-alchemy/references/evidence.mddoc5,369 bytes
  • ../../published/qc-alchemy/references/prompt-contract.mddoc11,803 bytes
  • ../../published/qc-alchemy/references/source-index.jsonasset19,338 bytes
  • ../../published/qc-alchemy/references/surface-analysis.mddoc3,912 bytes
  • ../../published/qc-alchemy/references/template-reconstruction.mddoc6,173 bytes
  • ../../published/qc-alchemy/references/workflow.mddoc7,567 bytes
  • ../../published/qc-essence/SKILL.mddoc3,873 bytes
  • ../../published/qc-image-series/SKILL.mddoc6,982 bytes
  • ../../published/qc-image-series/assets/chapter-divider-reference.pngasset838,387 bytes
  • ../../published/qc-image-series/references/chapter-divider.mddoc9,850 bytes
  • ../../published/qc-image-series/references/layout.mddoc5,109 bytes
  • ../../published/qc-image-series/references/media-source.mddoc5,234 bytes
  • ../../published/qc-image-series/references/platforms.mddoc2,354 bytes
  • ../../published/qc-image-series/references/style-selection.mddoc1,182 bytes
  • ../../published/qc-image-series/scripts/render-chapter-dividers.pyruns10,108 bytes
  • ../../published/qc-image-series/styles/japn-silent.mddoc2,493 bytes
  • ../../published/qc-image-series/styles/japn-tech.mddoc4,485 bytes
  • ../../published/qc-motion-design/SKILL.mddoc4,349 bytes
  • ../../published/qc-motion-design/agents/openai.yamlasset169 bytes
  • ../../published/qc-motion-design/assets/motion-cases/README.mddoc2,321 bytes
  • ../../published/qc-motion-design/assets/motion-cases/advanced-components.jsruns10,965 bytes
  • ../../published/qc-motion-design/assets/motion-cases/advanced-motion.cssasset8,154 bytes
  • ../../published/qc-motion-design/assets/motion-cases/advanced-motion.jsruns11,153 bytes
  • ../../published/qc-motion-design/assets/motion-cases/app.jsruns29,966 bytes
  • ../../published/qc-motion-design/assets/motion-cases/assets/motion-landscape.svgasset404 bytes
  • ../../published/qc-motion-design/assets/motion-cases/extra-components.jsruns12,797 bytes
  • ../../published/qc-motion-design/assets/motion-cases/extra-motion.cssasset9,701 bytes
  • ../../published/qc-motion-design/assets/motion-cases/extra-motion.jsruns18,972 bytes
  • ../../published/qc-motion-design/assets/motion-cases/index.htmlasset4,409 bytes
  • ../../published/qc-motion-design/assets/motion-cases/motion-prompts.jsruns10,642 bytes
  • ../../published/qc-motion-design/assets/motion-cases/source-notes.jsruns5,860 bytes
  • ../../published/qc-motion-design/assets/motion-cases/sources/Benjamin_De_Cock_Motion_Playfulness_CSS_Day_2018.mddoc11,136 bytes
  • ../../published/qc-motion-design/assets/motion-cases/sources/animation-design-skill.mddoc27,335 bytes
  • ../../published/qc-motion-design/assets/motion-cases/sources/animation-vocabulary.mddoc10,237 bytes
  • ../../published/qc-motion-design/assets/motion-cases/styles.cssasset19,728 bytes
  • ../../published/qc-motion-design/references/component-patterns.mddoc7,008 bytes
  • ../../published/qc-motion-design/references/implementation.mddoc4,373 bytes
  • ../../published/qc-motion-design/references/motion-decisions.mddoc3,963 bytes
  • ../../published/qc-motion-design/references/review.mddoc3,712 bytes
  • ../../published/qc-motion-design/references/sources.mddoc6,516 bytes
  • ../../published/qc-motion-design/references/vocabulary.mddoc5,628 bytes
  • ../../published/qc-skills-setup/SKILL.mddoc576 bytes
  • ../../published/qc-skills-setup/scripts/create-claude-md.shruns911 bytes
Read SKILL.md

# BDD-first development with orchestrated developer agents

You are the orchestrator: planner, spec owner, reviewer, merger, and tester. Developer agents are the implementers. The split matters: tests stay an independent statement of intended behavior only if the people writing the code never get to shape them.

Your job is orchestration, review, merge, bug feedback, and tests. Writing feature code is the developers' job.

The developer agents can be any coding agent. Use the one the user names; if they don't name one, ask once. See `references/agents.md` for how to launch each.

## How approval works (read this first)

The user approves **once**: when they confirm the plan and spec in step 2. That approval covers every iteration in the plan, whether there is one or ten, and it covers how you schedule them. After it, run everything without asking "ready for the next one?", "shall I proceed?", "should I run these in parallel?", or for sign-off on each commit. Repeated check-ins are the main thing users dislike about this workflow, and the approved spec already says what "done" means for each iteration.

Stop and ask only when one of these happens:
View the complete source on GitHub

Skills included

  • bdd-agents-handoff
  • qc-expert-casting
  • qc-alchemy
  • qc-essence
  • qc-image-series
  • qc-motion-design
  • qc-skills-setup

Repository facts

License
MIT
Created
May 11, 2026
Last pushed
Oct 21, 2026
Forks
1
Open issues
0
Project activity
Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 4, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 18 notes
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/extra-motion.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/styles.css:2 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/styles.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Plugin-wide analysis incomplete; see repository notes
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Plugin-wide analysis incomplete; see repository notes
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Plugin-wide analysis incomplete; see repository notes
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-image-series/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/extra-motion.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/styles.css:2 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/styles.css:1 Analysis incomplete: physical or joined line exceeds character limit
  • skills/published/qc-motion-design/assets/motion-cases/advanced-motion.css:1 Plugin-wide analysis incomplete; see repository notes
Show all 43 signals by file

skills/incubating/bdd-agents-handoff/references/agents.md

  • Network accessline 17
    | Codex app | `codex://new?prompt=<prompt>&path=<abs path>` | Opens the session in the Codex app. Also `codex://threads/new?...` and `originUrl=<git remote>`. Needs at least one of `prompt`, `path`, `originUrl`. Effort: no public docs list
  • Network accessline 19
    | Cursor | `cursor://anysphere.cursor-deeplink/prompt?text=<prompt>` | Opens in the current workspace, no path parameter. Web form: `https://cursor.com/link/prompt?text=...`. Full URL max 10,000 chars. |

skills/incubating/bdd-agents-handoff/scripts/scan.sh

  • Executable scriptline 1
    #!/usr/bin/env bash

skills/published/qc-alchemy/references/color-matching.md

  • Network accessline 73
    工具接口可查 [Pillow ImageCms](https://pillow.readthedocs.io/en/stable/reference/ImageCms.html)，色彩评估与色域限制可查 [ICC FAQ](https://www.color.org/faqs/)。具体案例色号留在实验记录中，不作为新任务的默认色板。
  • Network accessline 73
    工具接口可查 [Pillow ImageCms](https://pillow.readthedocs.io/en/stable/reference/ImageCms.html)，色彩评估与色域限制可查 [ICC FAQ](https://www.color.org/faqs/)。具体案例色号留在实验记录中，不作为新任务的默认色板。

skills/published/qc-image-series/scripts/render-chapter-dividers.py

  • Executable scriptline 1
    #!/usr/bin/env python3
  • Executable scriptline 1
    #!/usr/bin/env python3

skills/published/qc-motion-design/assets/motion-cases/README.md

  • Network accessline 15
    打开 <http://127.0.0.1:5173/assets/motion-cases/>。页面使用原生 HTML、CSS 和 JavaScript，无需安装依赖；原文通过 fetch 读取，因此需要 HTTP 服务。
  • Network accessline 15
    打开 <http://127.0.0.1:5173/assets/motion-cases/>。页面使用原生 HTML、CSS 和 JavaScript，无需安装依赖；原文通过 fetch 读取，因此需要 HTTP 服务。

skills/published/qc-motion-design/assets/motion-cases/advanced-components.js

  • Executable scriptline 1
    Executable file
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    Executable file

skills/published/qc-motion-design/assets/motion-cases/advanced-motion.js

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    Executable file
  • Executable scriptline 1
    Executable file

skills/published/qc-motion-design/assets/motion-cases/app.js

  • Executable scriptline 1
    Executable file
  • Executable scriptline 1
    Executable file
  • Network accessline 79
    const sourceCache=new Map(); async function readSource(index){   if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}
  • Network accessline 79
    const sourceCache=new Map(); async function readSource(index){   if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}
  • Network accessline 80
    async function readSource(index){   if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}   return sourceCache.get(ind
  • Network accessline 80
    async function readSource(index){   if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}   return sourceCache.get(ind
  • Network accessline 81
    if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}
  • Network accessline 81
    if(!sourceCache.has(index)){const response=await fetch(docs[index].file);if(!response.ok)throw new Error('无法读取原文');sourceCache.set(index,(await response.text()).split('\n'));}

skills/published/qc-motion-design/assets/motion-cases/assets/motion-landscape.svg

  • Network accessline 1
    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 640 360"><rect width="640" height="360" fill="#e7ece1"/><circle cx="474" cy="87" r="38" fill="#dfbc74"/><path d="M0 280 186 84 395 310 640 129V360H0Z" fill="#9aaa8c"/><path d="m0 360 297-
  • Network accessline 1
    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 640 360"><rect width="640" height="360" fill="#e7ece1"/><circle cx="474" cy="87" r="38" fill="#dfbc74"/><path d="M0 280 186 84 395 310 640 129V360H0Z" fill="#9aaa8c"/><path d="m0 360 297-

skills/published/qc-motion-design/assets/motion-cases/extra-components.js

  • Executable scriptline 1
    Executable file
  • Executable scriptline 1
    Executable file

skills/published/qc-motion-design/assets/motion-cases/extra-motion.js

  • Executable scriptline 1
    Executable file
  • Executable scriptline 1
    Executable file
  • Network accessline 22
    loadImage.classList.remove('ready');loadImage.hidden=true;imageState.textContent='正在载入…';  try{   const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});
  • Network accessline 22
    loadImage.classList.remove('ready');loadImage.hidden=true;imageState.textContent='正在载入…';  try{   const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});
  • Network accessline 23
    try{   const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});   if(!response.ok)throw new Error('load failed');
  • Network accessline 23
    try{   const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});   if(!response.ok)throw new Error('load failed');
  • Network accessline 24
    const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});
  • Network accessline 24
    const response=await fetch(fail?'data:image/svg+xml,invalid-svg':'assets/motion-landscape.svg',{signal:controller.signal});

skills/published/qc-motion-design/assets/motion-cases/motion-prompts.js

  • Executable scriptline 1
    Executable file
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    Executable file

skills/published/qc-motion-design/assets/motion-cases/source-notes.js

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skills/published/qc-motion-design/assets/motion-cases/sources/animation-design-skill.md

  • Network accessline 12
    > I'm ready to help you build interfaces that feel right, my knowledge comes from Emil Kowalski's design engineering philosophy. If you want to dive even deeper, check out Emil’s course: [animations.dev](https://animations.dev/).
  • Network accessline 12
    > I'm ready to help you build interfaces that feel right, my knowledge comes from Emil Kowalski's design engineering philosophy. If you want to dive even deeper, check out Emil’s course: [animations.dev](https://animations.dev/).
  • Network accessline 123
    **Easing curve resources:** Don't create curves from scratch. Use [easing.dev](https://easing.dev/) or [easings.co](https://easings.co/) to find stronger custom variants of standard easings.
  • Network accessline 123
    **Easing curve resources:** Don't create curves from scratch. Use [easing.dev](https://easing.dev/) or [easings.co](https://easings.co/) to find stronger custom variants of standard easings.

skills/published/qc-skills-setup/scripts/create-claude-md.sh

  • Executable scriptline 1
    #!/usr/bin/env bash
  • Executable scriptline 1
    #!/usr/bin/env bash

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 41 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeNativeManifest .claude-plugin/plugin.json.claude/skills/<skill-name>/
CodexNativeManifest AGENTS.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md skills/incubating/bdd-agents-handoff/SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md skills/incubating/bdd-agents-handoff/SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md skills/incubating/bdd-agents-handoff/SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md skills/incubating/bdd-agents-handoff/SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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