Creator · product-on-purpose
Last updated · Sep 3, 2026
<single-line 20-100 word description; include trigger keywords and do not use folded YAML>
Creator · product-on-purpose
Last updated · Sep 3, 2026
<single-line 20-100 word description; include trigger keywords and do not use folded YAML>
Creator · product-on-purpose
Last updated · Sep 3, 2026
<single-line 20-100 word description; include trigger keywords and do not use folded YAML>
Creator · product-on-purpose
Last updated · Sep 3, 2026
<single-line 20-100 word description; include trigger keywords and do not use folded YAML>
Review then install
Install targets
Codex install prompt
Install the "<phase-or-classification-skill-name>" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/docs/templates/skill-template. 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: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 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":"product-on-purpose-phase-or-classification-skill-name","task":"Install <phase-or-classification-skill-name>","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
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
639
75/100 Quality · 84/100 Trust
Coverage tags
Review notes
Quality score needs review
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
StrongSolid option that is likely worth shortlisting for production workflows.
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
639 GitHub stars
Repo activity
639 stars, 80 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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 product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Do not use when
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.
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%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Agent should check
Copy prompt
Task: Use <phase-or-classification-skill-name> in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Install command: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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/product-on-purpose-phase-or-classification-skill-name/install
LLM text format
/api/skills/product-on-purpose-phase-or-classification-skill-name/install?format=text
Find alternatives
/api/skills/search?q=%3Cphase-or-classification-skill-name%3E&limit=3
Agent prompt
Use <phase-or-classification-skill-name> for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install, then install with: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Registry 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/product-on-purpose-phase-or-classification-skill-name
LLM text
/api/registry/manifest/product-on-purpose-phase-or-classification-skill-name?format=text
Install alias
/api/registry/install/product-on-purpose-phase-or-classification-skill-name
Recommend
/api/registry/recommend?task=Use%20%3Cphase-or-classification-skill-name%3E%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
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
Browser automation
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
INFO639 GitHub stars
Stars/forks activity
INFO639 stars, 80 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: <phase-or-classification-skill-name> description: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> phase: <discover|define|develop|deliver|measure|iterate> # classification: <foundation|utility> # For non-domain skills, use classification and omit phase version: "1.0.0" updated: <YYYY-MM-DD> license: Apache-2.0 metadata: category: <one of: research, problem-framing, ideation, specification, validation, reflection, coordination> frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# <Skill Title>
<One paragraph overview of what this skill produces and why it matters.>
## When to Use
- <Situation 1> - <Situation 2> - <Situation 3>
## When NOT to Use (Optional)
- <Common misuse to avoid> - <When another skill is a better fit>
## Instructions
When asked to <create artifact>, follow these steps:
1. **<Step 1 Title>** <What to do and why>
2. **<Step 2 Title>** <What to do and why>
3. **<Step 3 Title>** <What to do and why>
4. **<Step 4 Title>** <What to do and why>
## Output Contract
Use `references/TEMPLATE.md` as the output format. A complete response should:
- <Required element 1> - <Required element 2> - <Required element 3>
## Quality Checklist
Before finalizing, verify:
- [ ] <Quality criterion 1> - [ ] <Quality criterion 2> - [ ] <Quality criterion 3>
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
639 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 <phase-or-classification-skill-name>, ready for a manual X post.
<phase-or-classification-skill-name>: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 639 stars https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x
Listing + install path for <phase-or-classification-skill-name>: https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x Install: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skil...
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 product-on-purpose 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/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsReview then install
Install targets
Codex install prompt
Install the "<phase-or-classification-skill-name>" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/docs/templates/skill-template. 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: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 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":"product-on-purpose-phase-or-classification-skill-name","task":"Install <phase-or-classification-skill-name>","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
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
639
75/100 Quality · 84/100 Trust
Coverage tags
Review notes
Quality score needs review
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
StrongSolid option that is likely worth shortlisting for production workflows.
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
639 GitHub stars
Repo activity
639 stars, 80 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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 product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Do not use when
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.
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%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Agent should check
Copy prompt
Task: Use <phase-or-classification-skill-name> in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Install command: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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/product-on-purpose-phase-or-classification-skill-name/install
LLM text format
/api/skills/product-on-purpose-phase-or-classification-skill-name/install?format=text
Find alternatives
/api/skills/search?q=%3Cphase-or-classification-skill-name%3E&limit=3
Agent prompt
Use <phase-or-classification-skill-name> for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install, then install with: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Registry 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/product-on-purpose-phase-or-classification-skill-name
LLM text
/api/registry/manifest/product-on-purpose-phase-or-classification-skill-name?format=text
Install alias
/api/registry/install/product-on-purpose-phase-or-classification-skill-name
Recommend
/api/registry/recommend?task=Use%20%3Cphase-or-classification-skill-name%3E%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
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
Browser automation
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
INFO639 GitHub stars
Stars/forks activity
INFO639 stars, 80 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: <phase-or-classification-skill-name> description: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> phase: <discover|define|develop|deliver|measure|iterate> # classification: <foundation|utility> # For non-domain skills, use classification and omit phase version: "1.0.0" updated: <YYYY-MM-DD> license: Apache-2.0 metadata: category: <one of: research, problem-framing, ideation, specification, validation, reflection, coordination> frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# <Skill Title>
<One paragraph overview of what this skill produces and why it matters.>
## When to Use
- <Situation 1> - <Situation 2> - <Situation 3>
## When NOT to Use (Optional)
- <Common misuse to avoid> - <When another skill is a better fit>
## Instructions
When asked to <create artifact>, follow these steps:
1. **<Step 1 Title>** <What to do and why>
2. **<Step 2 Title>** <What to do and why>
3. **<Step 3 Title>** <What to do and why>
4. **<Step 4 Title>** <What to do and why>
## Output Contract
Use `references/TEMPLATE.md` as the output format. A complete response should:
- <Required element 1> - <Required element 2> - <Required element 3>
## Quality Checklist
Before finalizing, verify:
- [ ] <Quality criterion 1> - [ ] <Quality criterion 2> - [ ] <Quality criterion 3>
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
639 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 <phase-or-classification-skill-name>, ready for a manual X post.
<phase-or-classification-skill-name>: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 639 stars https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x
Listing + install path for <phase-or-classification-skill-name>: https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x Install: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skil...
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 product-on-purpose 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/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
37.0K Starsn8n
Connect agents to hundreds of workflow automations
194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
88.5K StarsTasmota
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
24.7K StarsReview then install
Install targets
Codex install prompt
Install the "<phase-or-classification-skill-name>" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/docs/templates/skill-template. 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: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 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":"product-on-purpose-phase-or-classification-skill-name","task":"Install <phase-or-classification-skill-name>","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
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
639
75/100 Quality · 84/100 Trust
Coverage tags
Review notes
Quality score needs review
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
StrongSolid option that is likely worth shortlisting for production workflows.
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
639 GitHub stars
Repo activity
639 stars, 80 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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 product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Do not use when
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.
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%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Agent should check
Copy prompt
Task: Use <phase-or-classification-skill-name> in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Install command: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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/product-on-purpose-phase-or-classification-skill-name/install
LLM text format
/api/skills/product-on-purpose-phase-or-classification-skill-name/install?format=text
Find alternatives
/api/skills/search?q=%3Cphase-or-classification-skill-name%3E&limit=3
Agent prompt
Use <phase-or-classification-skill-name> for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install, then install with: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Registry 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/product-on-purpose-phase-or-classification-skill-name
LLM text
/api/registry/manifest/product-on-purpose-phase-or-classification-skill-name?format=text
Install alias
/api/registry/install/product-on-purpose-phase-or-classification-skill-name
Recommend
/api/registry/recommend?task=Use%20%3Cphase-or-classification-skill-name%3E%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
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
Browser automation
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
INFO639 GitHub stars
Stars/forks activity
INFO639 stars, 80 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
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Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: <phase-or-classification-skill-name> description: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> phase: <discover|define|develop|deliver|measure|iterate> # classification: <foundation|utility> # For non-domain skills, use classification and omit phase version: "1.0.0" updated: <YYYY-MM-DD> license: Apache-2.0 metadata: category: <one of: research, problem-framing, ideation, specification, validation, reflection, coordination> frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# <Skill Title>
<One paragraph overview of what this skill produces and why it matters.>
## When to Use
- <Situation 1> - <Situation 2> - <Situation 3>
## When NOT to Use (Optional)
- <Common misuse to avoid> - <When another skill is a better fit>
## Instructions
When asked to <create artifact>, follow these steps:
1. **<Step 1 Title>** <What to do and why>
2. **<Step 2 Title>** <What to do and why>
3. **<Step 3 Title>** <What to do and why>
4. **<Step 4 Title>** <What to do and why>
## Output Contract
Use `references/TEMPLATE.md` as the output format. A complete response should:
- <Required element 1> - <Required element 2> - <Required element 3>
## Quality Checklist
Before finalizing, verify:
- [ ] <Quality criterion 1> - [ ] <Quality criterion 2> - [ ] <Quality criterion 3>
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
639 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 <phase-or-classification-skill-name>, ready for a manual X post.
<phase-or-classification-skill-name>: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 639 stars https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x
Listing + install path for <phase-or-classification-skill-name>: https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x Install: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skil...
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 product-on-purpose 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/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
Run multimodal agents that operate desktop interfaces
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194.1K StarsMoneyPrinterTurbo
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
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Install targets
Codex install prompt
Install the "<phase-or-classification-skill-name>" agent skill from https://github.com/product-on-purpose/pm-skills/tree/main/docs/templates/skill-template. 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: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 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":"product-on-purpose-phase-or-classification-skill-name","task":"Install <phase-or-classification-skill-name>","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
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
Maintenance
fresh
3d since push
Risk
Safe to try
Quality score needs review
GitHub quality
639
75/100 Quality · 84/100 Trust
Coverage tags
Review notes
Quality score needs review
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
StrongSolid option that is likely worth shortlisting for production workflows.
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
639 GitHub stars
Repo activity
639 stars, 80 forks
Maintenance
3d since push
License
Apache-2.0
Install
npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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 product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Do not use when
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.
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%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Agent should check
Copy prompt
Task: Use <phase-or-classification-skill-name> in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20%3Cphase-or-classification-skill-name%3E%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install
Install command: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>
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/product-on-purpose-phase-or-classification-skill-name/install
LLM text format
/api/skills/product-on-purpose-phase-or-classification-skill-name/install?format=text
Find alternatives
/api/skills/search?q=%3Cphase-or-classification-skill-name%3E&limit=3
Agent prompt
Use <phase-or-classification-skill-name> for this task. Review https://www.openagentskill.com/api/skills/product-on-purpose-phase-or-classification-skill-name/install, then install with: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skill-name>Registry 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/product-on-purpose-phase-or-classification-skill-name
LLM text
/api/registry/manifest/product-on-purpose-phase-or-classification-skill-name?format=text
Install alias
/api/registry/install/product-on-purpose-phase-or-classification-skill-name
Recommend
/api/registry/recommend?task=Use%20%3Cphase-or-classification-skill-name%3E%20in%20an%20agent%20workflow&limit=3
Agent fit
Browser automation
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
Browser automation
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
INFO639 GitHub stars
Stars/forks activity
INFO639 stars, 80 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3d since push
License clarity
PASSApache-2.0
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Operate web apps
I need my agent to control a browser, fill forms, and verify web app workflows.
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Workflow fit
Operate and verify web apps
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Ingest, retrieve, and cite
A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Find, compare, and synthesize
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Similar skills that may fit this task.
Run multimodal agents that operate desktop interfaces
Connect agents to hundreds of workflow automations
利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.
Alternative firmware for ESP8266 and ESP32 based devices with easy configuration using webUI, OTA updates, automation using timers or rules, expandability and entirely local control over MQTT, HTTP, Serial or KNX. Full documentation at
--- name: <phase-or-classification-skill-name> description: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> phase: <discover|define|develop|deliver|measure|iterate> # classification: <foundation|utility> # For non-domain skills, use classification and omit phase version: "1.0.0" updated: <YYYY-MM-DD> license: Apache-2.0 metadata: category: <one of: research, problem-framing, ideation, specification, validation, reflection, coordination> frameworks: [triple-diamond, lean-startup, design-thinking] author: product-on-purpose --- <!-- PM-Skills | https://github.com/product-on-purpose/pm-skills | Apache 2.0 -->
# <Skill Title>
<One paragraph overview of what this skill produces and why it matters.>
## When to Use
- <Situation 1> - <Situation 2> - <Situation 3>
## When NOT to Use (Optional)
- <Common misuse to avoid> - <When another skill is a better fit>
## Instructions
When asked to <create artifact>, follow these steps:
1. **<Step 1 Title>** <What to do and why>
2. **<Step 2 Title>** <What to do and why>
3. **<Step 3 Title>** <What to do and why>
4. **<Step 4 Title>** <What to do and why>
## Output Contract
Use `references/TEMPLATE.md` as the output format. A complete response should:
- <Required element 1> - <Required element 2> - <Required element 3>
## Quality Checklist
Before finalizing, verify:
- [ ] <Quality criterion 1> - [ ] <Quality criterion 2> - [ ] <Quality criterion 3>
## Examples
See `references/EXAMPLE.md` for a completed example.
Source provenance
Decision snapshot
639 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 <phase-or-classification-skill-name>, ready for a manual X post.
<phase-or-classification-skill-name>: <single-line 20-100 word description; include trigger keywords and do not use folded YAML> 639 stars https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x
Listing + install path for <phase-or-classification-skill-name>: https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=x Install: npx skills add product-on-purpose/pm-skills --skill <phase-or-classification-skil...
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 product-on-purpose 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/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name/audit)
[](https://www.openagentskill.com/skills/product-on-purpose-phase-or-classification-skill-name?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)product-on-purpose
@product-on-purpose
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Review then install
UI-TARS Desktop
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37.0K Starsn8n
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194.1K StarsMoneyPrinterTurbo
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88.5K StarsTasmota
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24.7K 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