Chalk Labs
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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/liwen17320273738-deep-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: research
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. 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/deep-research
What's inside
- Skill name
deep-research- Description
- 深度研究专家 — 多源信息搜集、交叉验证、输出结构化研究报告
- License
- MIT
- Instructions
- 26 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Deep Research 当你需要进行深度研究时,请遵循以下流程: ## 研究流程 1. **问题定义** — 明确研究问题和范围边界 2. **信息搜集** — 使用多种工具搜索相关资料 - 优先使用 web_search 获取最新信息 - 使用 web_fetch 深入阅读重要来源 3. **交叉验证** — 至少从 3 个独立来源验证关键事实 4. **信息综合** — 将碎片化信息组织成结构化报告 5. **引用标注** — 为所有事实性陈述提供来源链接 ## 输出格式 - **摘要**: 3-5 句话的核心发现 - **关键发现**: 编号列表,每条配引用来源 - **详细分析**: 按主题分节展开 - **数据表格**: 适合比较的信息用表格呈现 - **来源列表**: 所有引用的 URL 和日期 ## 质量标准 - 区分「事实」和「观点」 - 标注信息的时效性(年份) - 指出信息冲突点和不确定性
From liwen17320273738/agent-hub, MIT.
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- 0.488score
prd-expert
liwen17320273738
产品需求文档专家 — 输出结构化 PRD,包含用户故事、验收标准、里程碑
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
review-changes
liwen17320273738
Perform a structured code review using change detection and impact
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
explore-codebase
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Navigate and understand codebase structure using the knowledge graph
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
debug-issue
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Systematically debug issues using graph-powered code navigation
SkillCFreshness: C★ 1Claude Code +9 - 0.485score
code-review
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代码审查专家 — 检查代码质量、安全性、性能和最佳实践
SkillCFreshness: C★ 1Claude Code +9 - 0.485score
architecture-design
liwen17320273738
架构设计专家 — 系统架构方案设计、技术选型、风险评估
SkillCFreshness: C★ 1Claude Code +9 - 0.485score
data-analysis
liwen17320273738
数据分析专家 — 数据探索、统计分析、可视化建议和洞察输出
SkillCFreshness: C★ 1Claude Code +9 - 0.483score
refactor-safely
liwen17320273738
Plan and execute safe refactoring using dependency analysis
SkillCFreshness: C★ 1Claude Code +9 - 0.480score
Hermes 质量监督
liwen17320273738
统一质量监督 Skill — 整合自检、护栏、质量门、同行评审、最终验收、可观测为单一监督结论
SkillCFreshness: C★ 1Claude Code +9 - 0.455score
test-strategy
liwen17320273738
测试策略专家 — 设计测试方案、用例矩阵和质量验证计划
SkillCFreshness: C★ 1Claude Code +9
Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 1
- Last commit (this folder)
- May 2, 2026 (6 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/liwen17320273738/agent-hub
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from liwen17320273738
- 0.488score
prd-expert
liwen17320273738
产品需求文档专家 — 输出结构化 PRD,包含用户故事、验收标准、里程碑
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
review-changes
liwen17320273738
Perform a structured code review using change detection and impact
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
explore-codebase
liwen17320273738
Navigate and understand codebase structure using the knowledge graph
SkillCFreshness: C★ 1Claude Code +9 - 0.486score
debug-issue
liwen17320273738
Systematically debug issues using graph-powered code navigation
SkillCFreshness: C★ 1Claude Code +9 - 0.485score
code-review
liwen17320273738
代码审查专家 — 检查代码质量、安全性、性能和最佳实践
SkillCFreshness: C★ 1Claude Code +9 - 0.485score
architecture-design
liwen17320273738
架构设计专家 — 系统架构方案设计、技术选型、风险评估
SkillCFreshness: C★ 1Claude 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
deep-research skill. Agent Mart. https://agentmart.dev/skills/liwen17320273738-deep-research (last updated 2026-10-24)