Creator · CherryHQ
Last updated · Sep 1, 2026
当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。
Creator · CherryHQ
Last updated · Sep 1, 2026
当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。
Creator · CherryHQ
Last updated · Sep 1, 2026
当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。
Creator · CherryHQ
Last updated · Sep 1, 2026
当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。
Review then install
Install targets
Codex install prompt
Install the "cherry-skill-marketplace" agent skill from https://github.com/CherryHQ/cherry-studio/tree/main/resources/builtin-agents/cherry-assistant/.claude/skills/cherry-skill-marketplace. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cherryhq-cherry-skill-marketplace","task":"Install cherry-skill-marketplace","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Maintenance
fresh
14d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
51K
93/100 Quality · 89/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
51K GitHub stars
Repo activity
51K stars, 4.8K forks
Maintenance
14d since push
License
AGPL-3.0
Install
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
Agent should check
Copy prompt
Task: Use cherry-skill-marketplace in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install
Install command: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
LLM text format
/api/skills/cherryhq-cherry-skill-marketplace/install?format=text
Find alternatives
/api/skills/search?q=cherry-skill-marketplace&limit=3
Agent prompt
Use cherry-skill-marketplace for this task. Review https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install, then install with: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cherryhq-cherry-skill-marketplace
LLM text
/api/registry/manifest/cherryhq-cherry-skill-marketplace?format=text
Install alias
/api/registry/install/cherryhq-cherry-skill-marketplace
Recommend
/api/registry/recommend?task=Use%20cherry-skill-marketplace%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS51K GitHub stars
Stars/forks activity
PASS51K stars, 4.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS14d since push
License clarity
PASSAGPL-3.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: cherry-skill-marketplace description: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 ---
# Cherry Skill Marketplace
市场不是普通任务的默认路由。文档、演示和表格先使用对应内置 Skill。
## 进入条件
只在以下任一条件成立时继续:
1. 用户明确说要找、安装、卸载、列出或创建 Skill。 2. 匹配的内置 Skill 或工具无法完成当前需求,包括返回 `unsupported`、缺少所需 operation 或只能产出不符合要求的格式。
不要因为任务“看起来专业”就预先搜索;先尝试已有 Skill 和基础工具。能力缺口不是停止条件:不得只回复 `unsupported`、只给手工替代方案,或询问用户是否要搜索,必须立即进入下面的补足流程。
## 工具动作
市场只提供两个工具:
- 搜索:调用 `mcp__skills__search_skills`,参数为 `{ "query": "1-3 个聚焦关键词" }`。 - 安装:调用 `mcp__skills__install_skill`,参数为 `{ "install_source": "<搜索结果的原值>" }`。`install_source` 是不透明值,必须逐字使用同一会话中搜索结果返回的值,不得自行构造或改写。
这两个工具不提供列出或删除已安装 Skill 的能力。用户要查看、卸载或管理已安装 Skill 时,先用 `mcp__assistant__product_info` 读取 manifest 的 `routes` section,找到 Skills 设置路由,再调用 `mcp__assistant__navigate`;不得硬编码路由。让用户在 Skills UI 中完成管理,删除或卸载前再次确认目标名称。
初始化、编写、验证和注册属于内置 `skill-creator` 的职责,市场 Skill 不重复实现。
## 搜索与安装
1. 一次调用 `mcp__skills__search_skills` 发起 1 个聚焦查询;结果不合适再调整 `query`。 2. 最多展示 3 个结果,每个只给名称、作者、来源、热度、一句匹配理由和 `source_url`。 3. 安装前说明 Skill 是第三方代码,会继承当前工具权限,并取得用户明确同意。 4. 用户确认后,把所选结果的 `install_source` 原样传给 `mcp__skills__install_skill`,再立即回到原始任务。不要把“安装成功”当成任务完成。
## 内置能力不支持
内置 Skill 或工具出现能力缺口后:
- 先用一句话说明缺少的能力和已保留的中间成品。 - 立即调用 `mcp__skills__search_skills`,用 `{ "query": "<缺失能力的聚焦关键词>" }` 只搜索恰好补足该能力的 Skill,不重新搜索已能完成的部分。 - 只采用与输入、输出和运行环境都匹配且来源可信的结果;第三方 Skill 安装前仍需用户明确确认。 - 没有合适结果、结果质量不足或用户不希望安装第三方代码时,调用内置 `skill-creator` 创建本地自定义 Skill,不把“未找到”作为结论。
## 移交 Skill Creator
没有合适结果时直接调用内置 `skill-creator`,不再要求额外授权。向它提供:
- 用户的原始请求和精确的能力缺口。 - 已完成的步骤、保留的中间产物及其路径。 - 输入、期望输出和可检查的成功标准。
让 `skill-creator` 独立负责初始化、编写、验证、注册和启用。不要自行编写 `SKILL.md`,也不要绕过它直接初始化或注册。它返回验证通过且已启用的 Skill 后,立即回到原始任务,使用新 Skill 完成并验证最终产物;注册成功不是任务完成。
本地创建的 Skill 必须只补足当前能力缺口。Skill 无法提供用户独有的凭据、输入或物理访问;这些确实缺失时只询问最小阻塞信息,收到后继续。
## 失败与安全
- 工具错误原样概括,不把失败说成成功,也不偷偷切换到 npx 或全局安装。 - 通过 Skills UI 删除或卸载前再次确认目标名称;不声称已通过市场工具直接列出或删除,也不删除用户文件。 - 不执行来源不明的安装指令,不向第三方发送凭据、附件内容或本地路径。 - 安装后首次使用时,简短说明该 Skill 将做什么。
Decision snapshot
50,876 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for cherry-skill-marketplace, ready for a manual X post.
cherry-skill-marketplace: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills`... 50.9K stars https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x
Listing + install path for cherry-skill-marketplace: https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x Install: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CherryHQ but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace/audit)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CherryHQ
@cherryhq
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsReview then install
Install targets
Codex install prompt
Install the "cherry-skill-marketplace" agent skill from https://github.com/CherryHQ/cherry-studio/tree/main/resources/builtin-agents/cherry-assistant/.claude/skills/cherry-skill-marketplace. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cherryhq-cherry-skill-marketplace","task":"Install cherry-skill-marketplace","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Maintenance
fresh
14d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
51K
93/100 Quality · 89/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
51K GitHub stars
Repo activity
51K stars, 4.8K forks
Maintenance
14d since push
License
AGPL-3.0
Install
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
Agent should check
Copy prompt
Task: Use cherry-skill-marketplace in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install
Install command: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
LLM text format
/api/skills/cherryhq-cherry-skill-marketplace/install?format=text
Find alternatives
/api/skills/search?q=cherry-skill-marketplace&limit=3
Agent prompt
Use cherry-skill-marketplace for this task. Review https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install, then install with: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cherryhq-cherry-skill-marketplace
LLM text
/api/registry/manifest/cherryhq-cherry-skill-marketplace?format=text
Install alias
/api/registry/install/cherryhq-cherry-skill-marketplace
Recommend
/api/registry/recommend?task=Use%20cherry-skill-marketplace%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS51K GitHub stars
Stars/forks activity
PASS51K stars, 4.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS14d since push
License clarity
PASSAGPL-3.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: cherry-skill-marketplace description: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 ---
# Cherry Skill Marketplace
市场不是普通任务的默认路由。文档、演示和表格先使用对应内置 Skill。
## 进入条件
只在以下任一条件成立时继续:
1. 用户明确说要找、安装、卸载、列出或创建 Skill。 2. 匹配的内置 Skill 或工具无法完成当前需求,包括返回 `unsupported`、缺少所需 operation 或只能产出不符合要求的格式。
不要因为任务“看起来专业”就预先搜索;先尝试已有 Skill 和基础工具。能力缺口不是停止条件:不得只回复 `unsupported`、只给手工替代方案,或询问用户是否要搜索,必须立即进入下面的补足流程。
## 工具动作
市场只提供两个工具:
- 搜索:调用 `mcp__skills__search_skills`,参数为 `{ "query": "1-3 个聚焦关键词" }`。 - 安装:调用 `mcp__skills__install_skill`,参数为 `{ "install_source": "<搜索结果的原值>" }`。`install_source` 是不透明值,必须逐字使用同一会话中搜索结果返回的值,不得自行构造或改写。
这两个工具不提供列出或删除已安装 Skill 的能力。用户要查看、卸载或管理已安装 Skill 时,先用 `mcp__assistant__product_info` 读取 manifest 的 `routes` section,找到 Skills 设置路由,再调用 `mcp__assistant__navigate`;不得硬编码路由。让用户在 Skills UI 中完成管理,删除或卸载前再次确认目标名称。
初始化、编写、验证和注册属于内置 `skill-creator` 的职责,市场 Skill 不重复实现。
## 搜索与安装
1. 一次调用 `mcp__skills__search_skills` 发起 1 个聚焦查询;结果不合适再调整 `query`。 2. 最多展示 3 个结果,每个只给名称、作者、来源、热度、一句匹配理由和 `source_url`。 3. 安装前说明 Skill 是第三方代码,会继承当前工具权限,并取得用户明确同意。 4. 用户确认后,把所选结果的 `install_source` 原样传给 `mcp__skills__install_skill`,再立即回到原始任务。不要把“安装成功”当成任务完成。
## 内置能力不支持
内置 Skill 或工具出现能力缺口后:
- 先用一句话说明缺少的能力和已保留的中间成品。 - 立即调用 `mcp__skills__search_skills`,用 `{ "query": "<缺失能力的聚焦关键词>" }` 只搜索恰好补足该能力的 Skill,不重新搜索已能完成的部分。 - 只采用与输入、输出和运行环境都匹配且来源可信的结果;第三方 Skill 安装前仍需用户明确确认。 - 没有合适结果、结果质量不足或用户不希望安装第三方代码时,调用内置 `skill-creator` 创建本地自定义 Skill,不把“未找到”作为结论。
## 移交 Skill Creator
没有合适结果时直接调用内置 `skill-creator`,不再要求额外授权。向它提供:
- 用户的原始请求和精确的能力缺口。 - 已完成的步骤、保留的中间产物及其路径。 - 输入、期望输出和可检查的成功标准。
让 `skill-creator` 独立负责初始化、编写、验证、注册和启用。不要自行编写 `SKILL.md`,也不要绕过它直接初始化或注册。它返回验证通过且已启用的 Skill 后,立即回到原始任务,使用新 Skill 完成并验证最终产物;注册成功不是任务完成。
本地创建的 Skill 必须只补足当前能力缺口。Skill 无法提供用户独有的凭据、输入或物理访问;这些确实缺失时只询问最小阻塞信息,收到后继续。
## 失败与安全
- 工具错误原样概括,不把失败说成成功,也不偷偷切换到 npx 或全局安装。 - 通过 Skills UI 删除或卸载前再次确认目标名称;不声称已通过市场工具直接列出或删除,也不删除用户文件。 - 不执行来源不明的安装指令,不向第三方发送凭据、附件内容或本地路径。 - 安装后首次使用时,简短说明该 Skill 将做什么。
Decision snapshot
50,876 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for cherry-skill-marketplace, ready for a manual X post.
cherry-skill-marketplace: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills`... 50.9K stars https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x
Listing + install path for cherry-skill-marketplace: https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x Install: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CherryHQ but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace/audit)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CherryHQ
@cherryhq
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsReview then install
Install targets
Codex install prompt
Install the "cherry-skill-marketplace" agent skill from https://github.com/CherryHQ/cherry-studio/tree/main/resources/builtin-agents/cherry-assistant/.claude/skills/cherry-skill-marketplace. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cherryhq-cherry-skill-marketplace","task":"Install cherry-skill-marketplace","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Maintenance
fresh
14d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
51K
93/100 Quality · 89/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
51K GitHub stars
Repo activity
51K stars, 4.8K forks
Maintenance
14d since push
License
AGPL-3.0
Install
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
Agent should check
Copy prompt
Task: Use cherry-skill-marketplace in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install
Install command: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
LLM text format
/api/skills/cherryhq-cherry-skill-marketplace/install?format=text
Find alternatives
/api/skills/search?q=cherry-skill-marketplace&limit=3
Agent prompt
Use cherry-skill-marketplace for this task. Review https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install, then install with: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cherryhq-cherry-skill-marketplace
LLM text
/api/registry/manifest/cherryhq-cherry-skill-marketplace?format=text
Install alias
/api/registry/install/cherryhq-cherry-skill-marketplace
Recommend
/api/registry/recommend?task=Use%20cherry-skill-marketplace%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS51K GitHub stars
Stars/forks activity
PASS51K stars, 4.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS14d since push
License clarity
PASSAGPL-3.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: cherry-skill-marketplace description: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 ---
# Cherry Skill Marketplace
市场不是普通任务的默认路由。文档、演示和表格先使用对应内置 Skill。
## 进入条件
只在以下任一条件成立时继续:
1. 用户明确说要找、安装、卸载、列出或创建 Skill。 2. 匹配的内置 Skill 或工具无法完成当前需求,包括返回 `unsupported`、缺少所需 operation 或只能产出不符合要求的格式。
不要因为任务“看起来专业”就预先搜索;先尝试已有 Skill 和基础工具。能力缺口不是停止条件:不得只回复 `unsupported`、只给手工替代方案,或询问用户是否要搜索,必须立即进入下面的补足流程。
## 工具动作
市场只提供两个工具:
- 搜索:调用 `mcp__skills__search_skills`,参数为 `{ "query": "1-3 个聚焦关键词" }`。 - 安装:调用 `mcp__skills__install_skill`,参数为 `{ "install_source": "<搜索结果的原值>" }`。`install_source` 是不透明值,必须逐字使用同一会话中搜索结果返回的值,不得自行构造或改写。
这两个工具不提供列出或删除已安装 Skill 的能力。用户要查看、卸载或管理已安装 Skill 时,先用 `mcp__assistant__product_info` 读取 manifest 的 `routes` section,找到 Skills 设置路由,再调用 `mcp__assistant__navigate`;不得硬编码路由。让用户在 Skills UI 中完成管理,删除或卸载前再次确认目标名称。
初始化、编写、验证和注册属于内置 `skill-creator` 的职责,市场 Skill 不重复实现。
## 搜索与安装
1. 一次调用 `mcp__skills__search_skills` 发起 1 个聚焦查询;结果不合适再调整 `query`。 2. 最多展示 3 个结果,每个只给名称、作者、来源、热度、一句匹配理由和 `source_url`。 3. 安装前说明 Skill 是第三方代码,会继承当前工具权限,并取得用户明确同意。 4. 用户确认后,把所选结果的 `install_source` 原样传给 `mcp__skills__install_skill`,再立即回到原始任务。不要把“安装成功”当成任务完成。
## 内置能力不支持
内置 Skill 或工具出现能力缺口后:
- 先用一句话说明缺少的能力和已保留的中间成品。 - 立即调用 `mcp__skills__search_skills`,用 `{ "query": "<缺失能力的聚焦关键词>" }` 只搜索恰好补足该能力的 Skill,不重新搜索已能完成的部分。 - 只采用与输入、输出和运行环境都匹配且来源可信的结果;第三方 Skill 安装前仍需用户明确确认。 - 没有合适结果、结果质量不足或用户不希望安装第三方代码时,调用内置 `skill-creator` 创建本地自定义 Skill,不把“未找到”作为结论。
## 移交 Skill Creator
没有合适结果时直接调用内置 `skill-creator`,不再要求额外授权。向它提供:
- 用户的原始请求和精确的能力缺口。 - 已完成的步骤、保留的中间产物及其路径。 - 输入、期望输出和可检查的成功标准。
让 `skill-creator` 独立负责初始化、编写、验证、注册和启用。不要自行编写 `SKILL.md`,也不要绕过它直接初始化或注册。它返回验证通过且已启用的 Skill 后,立即回到原始任务,使用新 Skill 完成并验证最终产物;注册成功不是任务完成。
本地创建的 Skill 必须只补足当前能力缺口。Skill 无法提供用户独有的凭据、输入或物理访问;这些确实缺失时只询问最小阻塞信息,收到后继续。
## 失败与安全
- 工具错误原样概括,不把失败说成成功,也不偷偷切换到 npx 或全局安装。 - 通过 Skills UI 删除或卸载前再次确认目标名称;不声称已通过市场工具直接列出或删除,也不删除用户文件。 - 不执行来源不明的安装指令,不向第三方发送凭据、附件内容或本地路径。 - 安装后首次使用时,简短说明该 Skill 将做什么。
Decision snapshot
50,876 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for cherry-skill-marketplace, ready for a manual X post.
cherry-skill-marketplace: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills`... 50.9K stars https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x
Listing + install path for cherry-skill-marketplace: https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x Install: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CherryHQ but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace/audit)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CherryHQ
@cherryhq
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsReview then install
Install targets
Codex install prompt
Install the "cherry-skill-marketplace" agent skill from https://github.com/CherryHQ/cherry-studio/tree/main/resources/builtin-agents/cherry-assistant/.claude/skills/cherry-skill-marketplace. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {"event_id":"install_<unique-id>","skill_slug":"cherryhq-cherry-skill-marketplace","task":"Install cherry-skill-marketplace","agent":"codex","outcome":"success","install_used":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.Supply asset profile
Deep research, source comparison, literature review, RAG, knowledge search, and reports.
Scenario
Research agents
I need my agent to research a topic, compare sources, and produce a concise report.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Maintenance
fresh
14d since push
Risk
Safe to try
No major risk signals from available metadata
GitHub quality
51K
93/100 Quality · 89/100 Trust
Coverage tags
Review notes
No major risk signals from available metadata
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
51K GitHub stars
Repo activity
51K stars, 4.8K forks
Maintenance
14d since push
License
AGPL-3.0
Install
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Install safety
Agent-readable metadata
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
Suited agents
Install decision
Trust and risk
Outcome loop
Install command
npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceDo not use when
Alternative
1.9K Stars
npx skills add yanliudesign/mono-color-skill --skill mono-color
Alternative
61.0K Stars
npx skills add mvanhorn/last30days-skill -g
Alternative
38.4K Stars
npx skills add Imbad0202/academic-research-skills
Alternative
28.0K Stars
npx skills add assafelovic/gpt-researcher
Agent safety v2
Good audit and safety signals with no high-risk permission hints in public metadata.
Review the audit page, then allow agent install in a sandboxed workflow.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may inspect schemas, query databases, or work with persistent stores.
Agent resolve plan
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
Agent should check
Copy prompt
Task: Use cherry-skill-marketplace in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20cherry-skill-marketplace%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install
Install command: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/cherryhq-cherry-skill-marketplace/install
LLM text format
/api/skills/cherryhq-cherry-skill-marketplace/install?format=text
Find alternatives
/api/skills/search?q=cherry-skill-marketplace&limit=3
Agent prompt
Use cherry-skill-marketplace for this task. Review https://www.openagentskill.com/api/skills/cherryhq-cherry-skill-marketplace/install, then install with: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplaceRegistry metadata
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/cherryhq-cherry-skill-marketplace
LLM text
/api/registry/manifest/cherryhq-cherry-skill-marketplace?format=text
Install alias
/api/registry/install/cherryhq-cherry-skill-marketplace
Recommend
/api/registry/recommend?task=Use%20cherry-skill-marketplace%20in%20an%20agent%20workflow&limit=3
Agent fit
Research agents
Use-case tags
Platforms
Claude Code
Audit report
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Research agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
PASS51K GitHub stars
Stars/forks activity
PASS51K stars, 4.8K forks; issue activity unavailable in current metadata
Recent maintenance
PASS14d since push
License clarity
PASSAGPL-3.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Alternative shortlist
Similar skills that may fit this task.
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
Academic Research Skills for Claude Code: research → write → review → revise → finalize
Run autonomous deep research over web and local sources
--- name: cherry-skill-marketplace description: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills` 搜索并用 `mcp__skills__install_skill` 安装;已安装 Skill 的查看和删除通过产品清单导航到 Skills UI;没有合适结果时调用内置 `skill-creator` 创建并验证自定义 Skill,再继续原任务。普通任务仍先尝试内置能力。 ---
# Cherry Skill Marketplace
市场不是普通任务的默认路由。文档、演示和表格先使用对应内置 Skill。
## 进入条件
只在以下任一条件成立时继续:
1. 用户明确说要找、安装、卸载、列出或创建 Skill。 2. 匹配的内置 Skill 或工具无法完成当前需求,包括返回 `unsupported`、缺少所需 operation 或只能产出不符合要求的格式。
不要因为任务“看起来专业”就预先搜索;先尝试已有 Skill 和基础工具。能力缺口不是停止条件:不得只回复 `unsupported`、只给手工替代方案,或询问用户是否要搜索,必须立即进入下面的补足流程。
## 工具动作
市场只提供两个工具:
- 搜索:调用 `mcp__skills__search_skills`,参数为 `{ "query": "1-3 个聚焦关键词" }`。 - 安装:调用 `mcp__skills__install_skill`,参数为 `{ "install_source": "<搜索结果的原值>" }`。`install_source` 是不透明值,必须逐字使用同一会话中搜索结果返回的值,不得自行构造或改写。
这两个工具不提供列出或删除已安装 Skill 的能力。用户要查看、卸载或管理已安装 Skill 时,先用 `mcp__assistant__product_info` 读取 manifest 的 `routes` section,找到 Skills 设置路由,再调用 `mcp__assistant__navigate`;不得硬编码路由。让用户在 Skills UI 中完成管理,删除或卸载前再次确认目标名称。
初始化、编写、验证和注册属于内置 `skill-creator` 的职责,市场 Skill 不重复实现。
## 搜索与安装
1. 一次调用 `mcp__skills__search_skills` 发起 1 个聚焦查询;结果不合适再调整 `query`。 2. 最多展示 3 个结果,每个只给名称、作者、来源、热度、一句匹配理由和 `source_url`。 3. 安装前说明 Skill 是第三方代码,会继承当前工具权限,并取得用户明确同意。 4. 用户确认后,把所选结果的 `install_source` 原样传给 `mcp__skills__install_skill`,再立即回到原始任务。不要把“安装成功”当成任务完成。
## 内置能力不支持
内置 Skill 或工具出现能力缺口后:
- 先用一句话说明缺少的能力和已保留的中间成品。 - 立即调用 `mcp__skills__search_skills`,用 `{ "query": "<缺失能力的聚焦关键词>" }` 只搜索恰好补足该能力的 Skill,不重新搜索已能完成的部分。 - 只采用与输入、输出和运行环境都匹配且来源可信的结果;第三方 Skill 安装前仍需用户明确确认。 - 没有合适结果、结果质量不足或用户不希望安装第三方代码时,调用内置 `skill-creator` 创建本地自定义 Skill,不把“未找到”作为结论。
## 移交 Skill Creator
没有合适结果时直接调用内置 `skill-creator`,不再要求额外授权。向它提供:
- 用户的原始请求和精确的能力缺口。 - 已完成的步骤、保留的中间产物及其路径。 - 输入、期望输出和可检查的成功标准。
让 `skill-creator` 独立负责初始化、编写、验证、注册和启用。不要自行编写 `SKILL.md`,也不要绕过它直接初始化或注册。它返回验证通过且已启用的 Skill 后,立即回到原始任务,使用新 Skill 完成并验证最终产物;注册成功不是任务完成。
本地创建的 Skill 必须只补足当前能力缺口。Skill 无法提供用户独有的凭据、输入或物理访问;这些确实缺失时只询问最小阻塞信息,收到后继续。
## 失败与安全
- 工具错误原样概括,不把失败说成成功,也不偷偷切换到 npx 或全局安装。 - 通过 Skills UI 删除或卸载前再次确认目标名称;不声称已通过市场工具直接列出或删除,也不删除用户文件。 - 不执行来源不明的安装指令,不向第三方发送凭据、附件内容或本地路径。 - 安装后首次使用时,简短说明该 Skill 将做什么。
Decision snapshot
50,876 GitHub stars
Audit
Install and adoption review
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Free and open source. Review the report before installing into production agents.
Growth loop
Scenario-led draft for cherry-skill-marketplace, ready for a manual X post.
cherry-skill-marketplace: 当用户明确要求搜索、安装、查看、卸载或创建 Skill,或内置 Skill / 工具出现能力缺口、无法完成当前任务时触发。通过 `mcp__skills__search_skills`... 50.9K stars https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x
Listing + install path for cherry-skill-marketplace: https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=x Install: npx skills add CherryHQ/cherry-studio --skill cherry-skill-marketplace
Listing source
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
This Registry indexed listing is attributed to CherryHQ but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace/audit)
[](https://www.openagentskill.com/skills/cherryhq-cherry-skill-marketplace?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)CherryHQ
@cherryhq
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
mono-color
Generate original one-ink or controlled two-ink editorial images from any theme, sentence, article idea, object, or reference photo. Always use this skill when the user asks for 单色海报、双色印刷、单色调视觉、蓝色/绿色孔版印刷、risograph、网点照片、复古或当代编辑排版、zine poster, monochrome editorial poster, duotone print, or asks to use the mono-color style. It uses an adaptive white, gray, or pale-beige substrate, no more than two printing inks, active negative space, terse human language, and strong serif/grotesk/mono typography without making retro styling the default or copying a source composition, wording, logo, or artwork. Produce both the final generation prompt and the generated raster image unless the user explicitly asks for prompt only.
1.9K StarsLast30days Skill
Research the last 30 days across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the web, then synthesize a grounded brief for an AI agent.
61.0K StarsAcademic Research Skills
Academic Research Skills for Claude Code: research → write → review → revise → finalize
38.4K StarsGPT Researcher
Run autonomous deep research over web and local sources
28.0K StarsPermission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness