Claw Score
openclaw/openclaw
Audit or refresh OpenClaw maturity scorecard docs from root taxonomy, maturity scores, and QA evidence artifacts without using maintainer discrawl data or committed inventory reports.
팩 렌더를 원본 레퍼런스와 페이지 단위로 대조해 '원문 충실도'를 0~4점 7축으로 채점하고 합격·반려를 판정하는 방법론 스킬.
Custom licenceAuto-check passed
Install Fidelity Scoring
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install epoko77-ai/design-diversity fidelity-scoring --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/fidelity-scoring .claude/skills/fidelity-scoring && rm -rf skills-srcUse ~/.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/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .claude/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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 install https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoringType 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.
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install epoko77-ai/design-diversity fidelity-scoring --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/fidelity-scoring .agents/skills/fidelity-scoring && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .agents/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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.
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install epoko77-ai/design-diversity fidelity-scoring --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/fidelity-scoring .cursor/skills/fidelity-scoring && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .cursor/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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 https://github.com/epoko77-ai/design-diversity.git --path .claude/skills/fidelity-scoring--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install epoko77-ai/design-diversity fidelity-scoring --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/fidelity-scoring .gemini/skills/fidelity-scoring && rm -rf skills-srcUse ~/.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/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .gemini/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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.
$ gh skill install epoko77-ai/design-diversity fidelity-scoringInstalls 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).
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/fidelity-scoring .github/skills/fidelity-scoring && rm -rf skills-srcUse ~/.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/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .github/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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.
$ npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install epoko77-ai/design-diversity fidelity-scoring --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/epoko77-ai/design-diversity.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/fidelity-scoring .opencode/skills/fidelity-scoring && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "fidelity-scoring" agent skill from https://github.com/epoko77-ai/design-diversity/tree/main/.claude/skills/fidelity-scoring into .opencode/skills/fidelity-scoring/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fidelity-scoring", 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
fidelity-scoring- GitHub stars
- 192
- Token cost
- ~1.4k tokens
- SKILL.md length
- 716 words
- Files
- 1
- Skills in repo
- 12
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
팩 렌더를 원본 레퍼런스와 페이지 단위로 대조해 '원문 충실도'를 0~4점 7축으로 채점하고 합격·반려를 판정하는 방법론 스킬.
- Works in 4 steps: 원본은 보수적 네이비 문서인데 결과가 네온 포스터 → diversity… → 원본이 baseline과 원래 비슷하면, 정확히 재현한 결과가… → 색·타이포·레이아웃 값이 같아도 시그니처 모티프·페이지 순서·차트… → …
- SKILL.md covers diversity와 fidelity는 다른 것을 잰다, 적용 대상, 입력 (검증자 방화벽) and 7축 루브릭 (각 0~4점, 총 28점), plus 7 more sections
- Calls codex
What it does
Fidelity Scoring is an agent skill from epoko77-ai/design-diversity. 팩 렌더를 원본 레퍼런스와 페이지 단위로 대조해 '원문 충실도'를 0~4점 7축으로 채점하고 합격·반려를 판정하는 방법론 스킬. fidelity-qa 에이전트가 사용한다. diversity-scoring(baseline 대비 차별성)과 역할이 다르며 서로를 대체할 수 없다. 변환 계약 이행률·시그니처 재현율·환각 요소 검출·관계 문법· 주목 위계·데이터 무결성·권리 경계 7축과 이종 모델 교차검증 절차를 규정한다.
Its SKILL.md is about 1.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Claude Code 산출물의 디자인 다양성 확보 — 공개 디자인 시스템을 증류한 프롬프트형 디자인 팩 100종 카탈로그 (PPT 50 + 웹 50).
Example prompts
- “/fidelity-scoring”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 원본은 보수적 네이비 문서인데 결과가 네온 포스터 → diversity 만점, fidelity 0점.
- 원본이 baseline과 원래 비슷하면, 정확히 재현한 결과가 diversity에서 반려된다.
- 색·타이포·레이아웃 값이 같아도 시그니처 모티프·페이지 순서·차트 의미·반복 규칙이 틀릴 수 있다.
- pHash·색 히스토그램·엣지 밀도는 "무엇이 어디에 왜 있는가"를 판정하지 못한다.
What it can do on your machine
Read from SKILL.md and the folder at commit efb4ca6. 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:
codex
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
Fidelity Scoring loads about 1.4k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 716 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 716 words (~1,424 tokens).
“fidelity-qa가 "이 팩이 실제로 원본을 닮았는가"를 판정하는 방법.”
- name
- fidelity-scoring
Files
Just SKILL.md in .claude/skills/fidelity-scoring of epoko77-ai/design-diversity.
Open the folder on GitHubat commit efb4ca6
Compare with similar skills
Fidelity Scoring 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Fidelity Scoring this skillepoko77-ai/design-diversity | 192 | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Claw Scoreopenclaw/openclaw | 392k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Harness Scoreruvnet/ruflo | 74k | — | ~605 | Automated safety check: Notes | MIT | |
| Score Evalsickn33/agentic-awesome-skills | 47k | 1 repos | ~304 | Automated safety check: Pass | MIT | |
| UI Scoresickn33/agentic-awesome-skills | 47k | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Fidel API AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~738 | Automated safety check: Pass | None |
Similar skills
Harness Score
ruvnet/ruflo
5-dimension harness readiness scorecard from metaharness score {path}.
Score Eval
sickn33/agentic-awesome-skills
Imported skill score-eval from upstream source. An agent skill from sickn33/agentic-awesome-skills.
UI Score
sickn33/agentic-awesome-skills
Score a UI file's design quality 0-100 against StyleSeed's design language — per-category breakdown, the worst offenders, and a prioritized fix list.
Fidel API Automation
ComposioHQ/awesome-claude-skills
Automate Fidel API tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
- Official
Release Note Editorial Scoring
dotnet/core
Scores candidate features by how much a developer upgrading would care, giving a shared rubric and cut guidance for release notes, blog posts and docs.
More from epoko77-ai/design-diversity
All 12 skills in this repoCatalog Publishing
epoko77-ai/design-diversity
검증 통과한 디자인 팩을 GitHub 공개 레포로 구조화하고, 팩을 탐색·필터·복사할 수 있는 Next.js 카탈로그 웹사이트로 빌드해 Vercel에 배포하는 방법론 스킬.
Craft Scoring
epoko77-ai/design-diversity
"세련됨"이라는 모호어를 렌더 산출물에서 실제로 판정 가능한 항목으로 분해해 채점하는 방법론 스킬. An agent skill from epoko77-ai/design-diversity.
Design Pack Schema
epoko77-ai/design-diversity
디자인 팩의 산출 형식(prompt.md + tokens.json + preview.png + meta.yaml)과 카탈로그 인덱스(catalog.json)를 정의하는 단일 진실 원천(SSOT) 스킬.
Design Sourcing
epoko77-ai/design-diversity
공개 디자인 시스템·UI 키트·비주얼 스타일 운동을 발굴해 PPT/웹 트랙별 스타일 후보를 만드는 리서치 스킬.
Reference Analysis
epoko77-ai/design-diversity
원본 레퍼런스(공개 PDF 덱·공식 디자인 시스템·역사 양식)를 확보·적격 판정·전수 정독하여, 팩 집필이 근거로 삼을 visual spec과 변환 계약(transform contract)을 만드는 방법론 스킬.
Sample Rendering
epoko77-ai/design-diversity
디자인 팩의 prompt.md로 실제 PPT 슬라이드/웹 페이지 샘플을 생성하고, 동일 콘텐츠의 baseline 출력도 함께 만들어 preview.png를 렌더하는 방법론 스킬.
Questions about Fidelity Scoring
What does Fidelity Scoring do?
팩 렌더를 원본 레퍼런스와 페이지 단위로 대조해 '원문 충실도'를 0~4점 7축으로 채점하고 합격·반려를 판정하는 방법론 스킬. Fidelity Scoring is an agent skill from epoko77-ai/design-diversity. 팩 렌더를 원본 레퍼런스와 페이지 단위로 대조해 '원문 충실도'를 0~4점 7축으로 채점하고 합격·반려를 판정하는 방법론 스킬.
How do I install Fidelity Scoring in Claude Code?
Run `npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a claude-code`. Or copy the skill folder (.claude/skills/fidelity-scoring in epoko77-ai/design-diversity) into .claude/skills/fidelity-scoring in your project. Claude Code loads it when a task matches its description.
How do I install Fidelity Scoring in Codex?
Run `npx skills add epoko77-ai/design-diversity --skill fidelity-scoring -a codex`. Or copy the skill folder (.claude/skills/fidelity-scoring in epoko77-ai/design-diversity) into .agents/skills/fidelity-scoring in your project. Codex loads it when a task matches its description.
Can I use Fidelity Scoring 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 epoko77-ai/design-diversity --skill fidelity-scoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/fidelity-scoring, .gemini/skills/fidelity-scoring, .github/skills/fidelity-scoring and .opencode/skills/fidelity-scoring in your project.
What does Fidelity Scoring need to run?
Going by SKILL.md and its folder, Fidelity Scoring needs the command-line tools its instructions call (codex).
Does Fidelity Scoring 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 Fidelity Scoring 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 Fidelity Scoring use?
Fidelity Scoring has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Fidelity Scoring use?
About 1.4k tokens (SKILL.md is roughly 5.7k 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 Fidelity Scoring?
Skills that share tags, products or a category with Fidelity Scoring: Claw Score (openclaw/openclaw, 392k stars), Harness Score (ruvnet/ruflo, 74k stars), Score Eval (sickn33/agentic-awesome-skills, 47k stars) and UI Score (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fidelity Scoring?
epoko77-ai (a GitHub user) maintains it in epoko77-ai/design-diversity, which has 192 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on August 16, 2026.
Source: epoko77-ai/design-diversity on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.