Chalk Labs
Need help deploying research?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/suge8-research
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: backend, research, productivity
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/research
What's inside
- Skill name
research- Description
- 针对高可信度的一手来源调查问题。当用户希望研究主题、探索方案、收集文档或 API 事实时使用。
- License
- MIT
- Instructions
- 10 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
按 [fan-out](../../development/fan-out/SKILL.md) 扇出：默认中档；用户说仔细、查清楚，或结论直接影响决策时用高档。 调查纪律（委派或亲自执行相同）： 1. 针对**最新前沿一手来源**（AI 与开发相关内容超过一年的信息可视为已过时）：官方文档、源代码、规范、第一方 API，把每条主张追溯到拥有它的来源。本地事实源（代码、git 历史、已装依赖）先查，联网用 [web-search](../../web-search/SKILL.md)。 2. 结论写进给用户的回复并附来源。只有用户明确要求留档，才写单个 Markdown 到仓库既有笔记目录，否则不写任何文件。 完成标准：每个子问题都有可引用的一手来源结论，或明确标记"未能证实"。
From Suge8/friedbun, MIT.
More from Suge8/friedbun
- 0.633score
ui-picks
Suge8
UI 库选型表：做界面时按场景从表里取组件移植进项目，覆盖装饰特效、卡片编排、状态转场、微交互小件、产品控件、营销/仪表盘块、技术图解与主视觉、AI 聊天界面、界面音效
SkillAFreshness: A★ 12Claude Code +9 - 0.631score
ship
Suge8
发布/提交流程：用户说 ship、发布、提交、推送、commit、更新版号、changelog、打 tag、开源准备时使用，凡是要把工作区改动变成提交/版本/Release 的时刻都算，即使用户只说了"提交一下"。按仓库自身风格做细粒度原子提交、更新版本与 changelog、盯 CI 到绿。不用于：写代码、修…
SkillAFreshness: A★ 12Claude Code +9 - 0.630score
post
Suge8
把实测数据或经验写成社媒帖：核数、按平台语言写文案、出数据图、排期发布并回查
SkillAFreshness: A★ 12Claude Code +9 - 0.630score
project-setup
Suge8
项目体检：新项目开工、半途补缺、开源前检查或“这个项目缺什么”。盘点文档骨架、工单约定与验证链，报告缺口，确认后补齐。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
ui-craft
Suge8
新建、重设计、打磨或审查界面（页面、组件、弹层、落地页）时读，也用于单项的动效、配色、排版、图标、表单反馈、无障碍与移动端适配
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
video
Suge8
视频统一入口：把主题策划成运动优先的动画，用 Remotion 实现、配声音、检查并渲染成片，或通过 Grok/Seedance 直接生成带音轨 MP4
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
better-browser-use
Suge8
操作和调试网页：导航、点击、填写、snapshot、截图、console、network；需要用户登录态或反检测的站点、用户要预览 dev server 时同样用它。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
better-test
Suge8
验证改动、写测试、审查或清理测试时使用：验证方法、什么测试值得留、端到端测试写法、DELETE/REWRITE/KEEP 判决。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
fan-out
Suge8
调研、审计、设计探索拆给子代理并行的低中高三档；research、grilling、architecture-audit、better-test 按档引用，用户也可直接点档位。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
write-swift
Suge8
写、审查或迁移 Swift 时读：Swift 6.2 起的并发规则、默认主线程隔离、数据竞争的修法，以及模型常写成旧样子的新写法
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
promo
Suge8
制作项目宣传物料：Hero/OG/社媒图、商店截图、README 配图和演示 GIF/视频。根据项目现状产出到 design/promo/；应用 UI 用 ui-craft，单独 Logo 用 gpt-image。
SkillAFreshness: A★ 12Claude Code +9 - 0.626score
herdr
Suge8
控制 Herdr 终端复用器。只有用户明确提到 Herdr，或明确要求使用 Herdr 查看或控制 pane、tab、workspace、命令或 agent 时才使用。不能仅因任务适合后台终端、委派或并行工作就使用。需要在受管 pane 内运行（HERDR_ENV=1）。
SkillAFreshness: A★ 12Claude Code +9
Signals
- Stars
- 12
- Forks
- 4
- Open issues
- 0
- Last commit (this folder)
- Oct 8, 2026 (22 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/Suge8/friedbun
- Website
- x.com/Suge_dif
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from Suge8
- 0.633score
ui-picks
Suge8
UI 库选型表：做界面时按场景从表里取组件移植进项目，覆盖装饰特效、卡片编排、状态转场、微交互小件、产品控件、营销/仪表盘块、技术图解与主视觉、AI 聊天界面、界面音效
SkillAFreshness: A★ 12Claude Code +9 - 0.631score
ship
Suge8
发布/提交流程：用户说 ship、发布、提交、推送、commit、更新版号、changelog、打 tag、开源准备时使用，凡是要把工作区改动变成提交/版本/Release 的时刻都算，即使用户只说了"提交一下"。按仓库自身风格做细粒度原子提交、更新版本与 changelog、盯 CI 到绿。不用于：写代码、修…
SkillAFreshness: A★ 12Claude Code +9 - 0.630score
post
Suge8
把实测数据或经验写成社媒帖：核数、按平台语言写文案、出数据图、排期发布并回查
SkillAFreshness: A★ 12Claude Code +9 - 0.630score
project-setup
Suge8
项目体检：新项目开工、半途补缺、开源前检查或“这个项目缺什么”。盘点文档骨架、工单约定与验证链，报告缺口，确认后补齐。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
promo
Suge8
制作项目宣传物料：Hero/OG/社媒图、商店截图、README 配图和演示 GIF/视频。根据项目现状产出到 design/promo/；应用 UI 用 ui-craft，单独 Logo 用 gpt-image。
SkillAFreshness: A★ 12Claude Code +9 - 0.628score
video
Suge8
视频统一入口：把主题策划成运动优先的动画，用 Remotion 实现、配声音、检查并渲染成片，或通过 Grok/Seedance 直接生成带音轨 MP4
SkillAFreshness: A★ 12Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
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Cite this page
research skill. Agent Mart. https://agentmart.dev/skills/suge8-research (last updated 2026-10-24)