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Agent Skill · 研究检索

tt-critique(tt 批评)

tt-critique 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

tt-critique 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为操作浏览器;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 66,030。

总安装 269周安装 11GitHub Stars 公开资料未说明下载 86核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:tt-critique(tt 批评)
来源仓库:https://github.com/biasia/tt-impeccable
仓库路径:skills/tt-critique
安装命令:
npx skills add https://github.com/biasia/tt-impeccable --skill tt-critique
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/biasia/tt-impeccable --skill tt-critique

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

tt-critique 用于查找、检索和筛选相关信息。适合在 Codex、Claude、Cursor、Gemini CLI 中根据关键词或任务场景快速定位候选结果。通过 npx skills add 命令从指定仓库安装并使用。安装前建议确认权限范围和维护状态,注意是否触发联网或文件读写操作。

适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/tt-critique

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/biasia/tt-impeccable --skill tt-critique;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要操作浏览器,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

tt-critique 怎么安装?

在终端执行 npx skills add https://github.com/biasia/tt-impeccable --skill tt-critique。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

tt-critique 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

tt-critique 需要什么权限?

权限级别是操作浏览器。该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

tt-critique 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

tt-critique 用的人多吗?

公开数据是累计安装 269 次,近一周安装 11 次,下载 86 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

tt-critique 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
tt-critique

tt 批评 · 本页

269—操作浏览器未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Context Check

Determine the fidelity tier before running any checks — it controls which rules apply.

  1. Read .tt-impeccable.md from the project root → check ### Fidelity Intent. If found, use it.
  2. If absent or missing, infer from the codebase:

- Canvas ≤ 390px, mobile-first flex, safe area insets → Strict TUX-native - Desktop-first, 1440px max-width, large display typography, dark #000000 canvas → TT Style - If still unclear, default to TT Style and note the assumption in the report.

Do not block on missing context. Proceed with the inferred tier.

Token tables and CSS variables: tt-impeccable/reference/tokens.md. Typography scale: tt-impeccable/reference/typography.md.

Fidelity tier determines which checks apply — rules marked below as (TUX-native only) are not violations for TT Style, and vice versa.


A design critique, not a code audit. Evaluate what users see and experience — not just whether the code is correct. Be direct. Vague feedback wastes everyone's time.


Step 1: Gather Assessments

Run two independent assessments. Do not let either influence the other before synthesis.


Assessment A: LLM Design Review

Read the relevant source files and visually inspect the rendered interface if browser tools are available.

Think like a TikTok design director. Evaluate:

TUX Anti-Pattern Detection (CRITICAL — start here)

Check against every ban and DO NOT rule in the tt-impeccable skill. These are the TUX equivalents of AI slop tells:

Hard bans (any one of these is a P0 or P1):

  1. Side-stripe border: border-left or border-right wider than 1px as a colored accent (universal)
  2. Gradient text: background-clip: text + gradient background (universal)
  3. Invented radius: any value not from content radius table (4/6/8/10/12/9999px) or container radius table (8/10/14/16/26px) (universal)
  4. Custom shadow: box-shadow not matching one of the 6 TUX levels (universal)
  5. Glassmorphism: backdrop-filter: blur() used decoratively (universal ban)
  6. Brand red as background: #FE2C55 or equivalent used as section/card/page fill (universal)
  7. OKLCH / HSL palette construction: TUX uses fixed rgba tokens only (universal)

Token drift (P1–P2):

  • Hard-coded hex or rgba values instead of var(--tux-*) variables (universal)
  • Off-grid spacing (any px value not in 4/8/12/16/20/24/32) (universal)
  • Page horizontal padding deviating from 16px (TUX-native only) — TT Style uses responsive padding (80–120px desktop / 24px mobile)
  • Spacing values exceeding 32px (TUX-native only) — TT Style allows uncapped section spacing
  • Letter-spacing set to any non-zero value on text below 72px (universal) — TT Style allows negative tracking at 72px+ display text only
  • Font sizes not in the 12-step TUX scale (TUX-native only) — TT Style allows display scale (48/72/96px+) for hero text
  • Font weight above 700 (TUX-native only) — TT Style allows 800/900 via TikTokVF for hero display text
  • Font substitution (anything other than TikTok Sans / system-ui) (universal)
  • More than 3 distinct type size tiers on one screen (universal)
  • Neutral-first violation: UI/Shape/Primary or UI/Shape/Secondary on more than one distinct element type per screen, OR on any single non-interactive element (no onClick/href/role) — the count check is a ceiling, not the full test. Teal on a decorative arrow or red on a blockquote tint is a violation even when it's the only instance (universal)
  • Brand red opacity violation: rgba(254,44,85,*) at any alpha on a content area, blockquote, card fill, or section background — flag regardless of how low the opacity is (universal)
  • Media color violation: colored (red or teal) tint/overlay on image or video content; colored placeholder on image/video loading state (universal)
  • Border overuse: border or divider lines used to separate content groups where a background color (UI/Page/Flat 2, UI/Page/Grouped 1/2, UI/Shape/Neutral 4 fill) would work — TUX surfaces define hierarchy through layered backgrounds, not outlines. Flag each unnecessary border as P2 (universal)
  • Border compensating for low surface contrast: a surface element with both a border AND a background nearly identical to its parent — root cause is wrong background token, not missing border. Fix the background; remove the border (universal)
  • Hover via border-color: any :hover rule that changes border-color or adds a border — flag as P2. Hover must be expressed through background or opacity only (universal)

The TikTok Native Test:

"If you sent a screenshot to a TikTok designer, would they say 'that's TikTok' or 'that's a clone made by a third party'?"

Apply the criteria matching the declared fidelity tier:

*Strict TUX-native*:

  • Is content the most visually dominant element? Chrome should be secondary.
  • Is there a single clear focal point identifiable in 1 second? (primary CTA or key content)
  • Do accent colors (red, teal) only appear on interactive elements of the right type?
  • Does Primary (brand red) appear on more than one distinct interactive element type per screen? (if yes — one should be neutral)
  • Do any image or video surfaces have a colored (red or teal) overlay or colored placeholder? (must not)
  • Is the same interaction type styled consistently across all screens?

*TT Style*:

  • Is the dark canvas (#000000) used as primary background?
  • Do Blaze (red) and Glint (teal) appear only in their correct semantic roles?
  • Does hero typography have presence — bold weight, clear scale hierarchy?
  • Is negative space used intentionally, not just left empty?
  • Does motion feel purposeful and brand-forward (no CSS default easings, no bounce)?
  • Would someone recognize this as TikTok brand, not a TikTok-adjacent third party?
Visual Hierarchy Review
  • Is the focal point obvious within 1 second?
  • Does content lead and chrome support — not the reverse?
  • Are there more than 3 visual weight tiers? (size + color intensity combined)
  • Do same-level elements use consistent size, weight, and color?
  • Is the interface predominantly neutral (black/white/gray)? Seeing brand red or teal on more than a handful of distinct elements is a hierarchy problem, not just a token problem.
  • Does the squint test pass? (blur your eyes — hierarchy should still be readable)
Information Architecture & Cognitive Load
  • Is the primary action clear without explanation?
  • Are related items visually grouped (proximity, common region)?
  • Is there content overload? More than 4–5 options per decision point?
  • Is complex content progressively disclosed rather than all shown at once?
Interaction & States
  • Are all 8 states handled: default, hover (web), focus, active, disabled, loading, error, success?
  • Are touch targets ≥ 44×44px?
  • Are focus rings visible and sufficient contrast?
  • Do loading states give clear feedback?
  • Do empty states teach the interface rather than just saying "nothing here"?
Responsive Behavior (if web adaptation)
  • Does the layout adapt meaningfully at different viewports, or just shrink?
  • Are safe area insets handled on mobile viewports?
  • Is the TUX hierarchy preserved across breakpoints?
  • Are any interactions hover-dependent and therefore broken on touch?
Microcopy
  • Are button labels specific (verb + object) or generic (OK / Submit)?
  • Do error messages follow the three-part formula (what / why / fix)?
  • Is copy consistent with the TikTok voice (direct, short, action-oriented)?
  • Are the same things called the same names throughout?

Return structured findings: anti-pattern verdict, hierarchy assessment, IA/cognitive load, interaction state gaps, copy issues, what's working (2–3 items), priority issues (3–5), and open questions.


Assessment B: Token & Pattern Scan

Read the source files systematically. Search for:

  • Raw hex or rgba values not going through var(--tux-*) — note every instance with file:line
  • Spacing values not in the TUX grid (4/8/12/16/20/24/32) — flag the off-grid values
  • letter-spacing set to any value other than 0
  • border-radius values not in either TUX radius table
  • box-shadow values not matching the 6 TUX levels
  • font-family values other than TikTok Sans / system-ui
  • backdrop-filter usage — flag as P1 regardless of tier (universal ban)
  • background-clip: text with gradient
  • border-left or border-right values > 1px used as accents

Also scan for:

  • border, border-top, border-bottom declarations — assess each: could a background color from UI/Page/* or UI/Shape/Neutral 4 replace it?
  • border-left or border-right > 1px as colored accent — P0 hard ban

Return: a list of every finding with file, line, current value, and correct TUX value.


Step 2: Generate Critique Report

Synthesize both assessments. Note where they agree, where the token scan found things the LLM missed.

Design Health Score

#DimensionScoreKey finding
1TUX Anti-Patterns? /4[specific finding or —]
2Visual Hierarchy? /4
3Information Architecture? /4
4Interaction & States? /4
5Token Fidelity? /4
6Microcopy? /4
Total??/24[rating]

Rating bands: 22–24 Excellent · 17–21 Good · 12–16 Acceptable · 7–11 Poor · 0–6 Critical


Anti-Pattern Verdict

Start here. Does this look like a TUX surface, or a generic app with TikTok colors? List specific patterns found with file:line references.


Overall Impression

One paragraph: what works, what doesn't, and the single biggest opportunity.


What's Working

2–3 specific things done well, and why they work.


Priority Issues

3–5 most impactful problems. Tag each P0–P3:

  • P0 — blocks task completion or is a hard TUX ban violation
  • P1 — significant user impact or major TUX fidelity gap
  • P2 — visible deviation, workaround exists
  • P3 — subtle; nice to fix

For each:

  • [P?] Issue name
  • What: specific element, file, line
  • Why it matters: user impact or TUX fidelity impact
  • Fix: exact change needed
  • Suggested command: /tt-impeccable extract (token fixes), /tt-impeccable craft [feature] (structural rebuild), /tt-polish (micro-detail pass), /tt-adapt (responsive issues)

Minor Observations

Quick notes on smaller issues.


Questions to Consider

Specific provocative questions based on actual findings — not generic design questions.


Step 3: Ask the User

After presenting findings, ask targeted questions based on what was actually found. Maximum 3 questions. Reference specific findings:

  1. Priority direction: "I found issues in [X, Y, Z areas]. Which matters most right now?"
  2. Design intent: If the critique found a TUX pattern violation that might be intentional: "The [element] uses [non-TUX pattern] — was this deliberate, or should it align with TUX?"
  3. Scope: "I found N issues — focus on top 3, or address everything?"

Step 4: Recommended Actions

After receiving answers:

  1. [P?] /tt-impeccable extract — [specific token/component fixes]
  2. [P?] /tt-impeccable craft [feature] — [structural rebuilds]
  3. [P?] /tt-polish — [visual elevation and micro-detail sweep]
  4. [P?] /tt-adapt — [responsive issues]
  5. [P?] /tt-audit — for a code-level technical audit (token values line-by-line, accessibility, performance)

End with /tt-polish as the final step if any fixes were recommended.

tt-critique vs tt-audit: this skill evaluates design quality — hierarchy, UX patterns, IA, copy. /tt-audit checks code correctness — token values, component dimensions, accessibility. Run both for a complete picture.
You can ask me to run these one at a time, all at once, or in any order you prefer. Re-run /tt-critique after fixes to see your score improve.

Never

  • Soften criticism — developers need honest feedback
  • Say "consider exploring..." — give concrete direction
  • Skip positive findings — knowing what to preserve matters
  • Mark everything P0 — prioritization is the point
  • Give generic feedback not tied to specific elements

平台分布

Codex

35.9%
按下载量换算31

Claude

33.09%
按下载量换算28

Cursor

17.94%
按下载量换算15

Gemini CLI

9.19%
按下载量换算8

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

操作浏览器

该 Skill 可能涉及浏览器控制能力,使用时可能读取或操作网页内容,需要在受控环境中确认权限边界。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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