Creator · steveclarke
Last updated · Sep 1, 2026
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Creator · steveclarke
Last updated · Sep 1, 2026
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Creator · steveclarke
Last updated · Sep 1, 2026
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Creator · steveclarke
Last updated · Sep 1, 2026
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Sandbox only
Install targets
Codex install prompt
Install the "Real World Rails" agent skill from https://github.com/steveclarke/real-world-rails. 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: 200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns. 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":"steveclarke-real-world-rails","task":"Install Real World Rails","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add steveclarke/real-world-rails
Maintenance
active
3mo since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
526
78/100 Quality · 79/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
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
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
526 GitHub stars
Repo activity
526 stars, 26 forks
Maintenance
3mo since push
License
MIT
Install
npx skills add steveclarke/real-world-rails
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 steveclarke/real-world-railsDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/steveclarke-real-world-rails/install
Agent should check
Copy prompt
Task: Use Real World Rails in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install
Install command: npx skills add steveclarke/real-world-rails
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/steveclarke-real-world-rails/install
LLM text format
/api/skills/steveclarke-real-world-rails/install?format=text
Find alternatives
/api/skills/search?q=Real%20World%20Rails&limit=3
Agent prompt
Use Real World Rails for this task. Review https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install, then install with: npx skills add steveclarke/real-world-railsRegistry 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/steveclarke-real-world-rails
LLM text
/api/registry/manifest/steveclarke-real-world-rails?format=text
Install alias
/api/registry/install/steveclarke-real-world-rails
Recommend
/api/registry/recommend?task=Use%20Real%20World%20Rails%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Shell, AI Agents, 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
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO526 GitHub stars
Stars/forks activity
INFO526 stars, 26 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3mo since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
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.
The API to search, scrape, and interact with the web at scale. 🔥
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
526 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 Real World Rails, ready for a manual X post.
Real World Rails: 200+ production open source Rails apps & engines in one repo. Search across real codebases wi... 526 stars https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x
Listing + install path for Real World Rails: https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x Install: npx skills add steveclarke/real-world-rails
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 Community indexed listing is attributed to steveclarke 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/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails/audit)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)steveclarke
@steveclarke
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
139.3K StarsDaytona
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
72.3K StarsPpt Master
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
37.2K StarsDeepTutor
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
24.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Real World Rails" agent skill from https://github.com/steveclarke/real-world-rails. 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: 200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns. 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":"steveclarke-real-world-rails","task":"Install Real World Rails","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add steveclarke/real-world-rails
Maintenance
active
3mo since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
526
78/100 Quality · 79/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
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
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
526 GitHub stars
Repo activity
526 stars, 26 forks
Maintenance
3mo since push
License
MIT
Install
npx skills add steveclarke/real-world-rails
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 steveclarke/real-world-railsDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/steveclarke-real-world-rails/install
Agent should check
Copy prompt
Task: Use Real World Rails in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install
Install command: npx skills add steveclarke/real-world-rails
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/steveclarke-real-world-rails/install
LLM text format
/api/skills/steveclarke-real-world-rails/install?format=text
Find alternatives
/api/skills/search?q=Real%20World%20Rails&limit=3
Agent prompt
Use Real World Rails for this task. Review https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install, then install with: npx skills add steveclarke/real-world-railsRegistry 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/steveclarke-real-world-rails
LLM text
/api/registry/manifest/steveclarke-real-world-rails?format=text
Install alias
/api/registry/install/steveclarke-real-world-rails
Recommend
/api/registry/recommend?task=Use%20Real%20World%20Rails%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Shell, AI Agents, 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
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO526 GitHub stars
Stars/forks activity
INFO526 stars, 26 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3mo since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
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.
The API to search, scrape, and interact with the web at scale. 🔥
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
526 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 Real World Rails, ready for a manual X post.
Real World Rails: 200+ production open source Rails apps & engines in one repo. Search across real codebases wi... 526 stars https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x
Listing + install path for Real World Rails: https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x Install: npx skills add steveclarke/real-world-rails
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 Community indexed listing is attributed to steveclarke 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/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails/audit)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)steveclarke
@steveclarke
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
139.3K StarsDaytona
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
72.3K StarsPpt Master
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
37.2K StarsDeepTutor
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
24.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Real World Rails" agent skill from https://github.com/steveclarke/real-world-rails. 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: 200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns. 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":"steveclarke-real-world-rails","task":"Install Real World Rails","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add steveclarke/real-world-rails
Maintenance
active
3mo since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
526
78/100 Quality · 79/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
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
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
526 GitHub stars
Repo activity
526 stars, 26 forks
Maintenance
3mo since push
License
MIT
Install
npx skills add steveclarke/real-world-rails
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 steveclarke/real-world-railsDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/steveclarke-real-world-rails/install
Agent should check
Copy prompt
Task: Use Real World Rails in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install
Install command: npx skills add steveclarke/real-world-rails
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/steveclarke-real-world-rails/install
LLM text format
/api/skills/steveclarke-real-world-rails/install?format=text
Find alternatives
/api/skills/search?q=Real%20World%20Rails&limit=3
Agent prompt
Use Real World Rails for this task. Review https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install, then install with: npx skills add steveclarke/real-world-railsRegistry 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/steveclarke-real-world-rails
LLM text
/api/registry/manifest/steveclarke-real-world-rails?format=text
Install alias
/api/registry/install/steveclarke-real-world-rails
Recommend
/api/registry/recommend?task=Use%20Real%20World%20Rails%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Shell, AI Agents, 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
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO526 GitHub stars
Stars/forks activity
INFO526 stars, 26 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3mo since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
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.
The API to search, scrape, and interact with the web at scale. 🔥
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
526 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 Real World Rails, ready for a manual X post.
Real World Rails: 200+ production open source Rails apps & engines in one repo. Search across real codebases wi... 526 stars https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x
Listing + install path for Real World Rails: https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x Install: npx skills add steveclarke/real-world-rails
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 Community indexed listing is attributed to steveclarke 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/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails/audit)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)steveclarke
@steveclarke
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
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AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
37.2K StarsDeepTutor
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
24.8K StarsSandbox only
Install targets
Codex install prompt
Install the "Real World Rails" agent skill from https://github.com/steveclarke/real-world-rails. 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: 200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns. 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":"steveclarke-real-world-rails","task":"Install Real World Rails","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
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add steveclarke/real-world-rails
Maintenance
active
3mo since push
Risk
Needs review
Financial research output is not financial advice; require human review before any live investment decision
GitHub quality
526
78/100 Quality · 79/100 Trust
Coverage tags
Review notes
Financial research output is not financial advice; require human review before any live investment decision · Financial research output is not financial advice; require human review before any live investment decision.
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
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
526 GitHub stars
Repo activity
526 stars, 26 forks
Maintenance
3mo since push
License
MIT
Install
npx skills add steveclarke/real-world-rails
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 steveclarke/real-world-railsDo not use when
Agent safety v2
Sparse or mixed signals. Useful for discovery, but not for autonomous installation.
Test manually in an isolated workspace and compare against safer alternatives.
high
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Skill may read or write project files, documents, generated artifacts, or local workspace state.
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%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/steveclarke-real-world-rails/install
Agent should check
Copy prompt
Task: Use Real World Rails in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Real%20World%20Rails%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install
Install command: npx skills add steveclarke/real-world-rails
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/steveclarke-real-world-rails/install
LLM text format
/api/skills/steveclarke-real-world-rails/install?format=text
Find alternatives
/api/skills/search?q=Real%20World%20Rails&limit=3
Agent prompt
Use Real World Rails for this task. Review https://www.openagentskill.com/api/skills/steveclarke-real-world-rails/install, then install with: npx skills add steveclarke/real-world-railsRegistry 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/steveclarke-real-world-rails
LLM text
/api/registry/manifest/steveclarke-real-world-rails?format=text
Install alias
/api/registry/install/steveclarke-real-world-rails
Recommend
/api/registry/recommend?task=Use%20Real%20World%20Rails%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Shell, AI Agents, 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
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
Evidence
review first
Implementation path
Trust profile
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
INFO526 GitHub stars
Stars/forks activity
INFO526 stars, 26 forks; issue activity unavailable in current metadata
Recent maintenance
PASS3mo since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Build and ship code
I need a coding agent that can understand a repository, edit code, and review pull requests.
Search private knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Investigate faster
I need my agent to research a topic, compare sources, and produce a concise report.
Workflow fit
Inspect, patch, and verify code
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
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.
The API to search, scrape, and interact with the web at scale. 🔥
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
200+ production open source Rails apps & engines in one repo. Search across real codebases with AI agents to research architectural patterns.
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & tools
Decision snapshot
526 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 Real World Rails, ready for a manual X post.
Real World Rails: 200+ production open source Rails apps & engines in one repo. Search across real codebases wi... 526 stars https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x
Listing + install path for Real World Rails: https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=x Install: npx skills add steveclarke/real-world-rails
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 Community indexed listing is attributed to steveclarke 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/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails/audit)
[](https://www.openagentskill.com/skills/steveclarke-real-world-rails?ref=github&utm_source=github&utm_medium=referral&utm_campaign=creator_badge)steveclarke
@steveclarke
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Sandbox only
Firecrawl
The API to search, scrape, and interact with the web at scale. 🔥
139.3K StarsDaytona
Daytona is a Secure and Elastic Infrastructure for Running AI-Generated Code
72.3K StarsPpt Master
AI generates a real, editable PowerPoint from any document — native shapes & animations, speaker notes voiced as audio narration, and the option to follow your own .pptx template, not slide images · by Hugo He
37.2K StarsDeepTutor
DeepTutor: Agent-native, Open-sourced Personalized Tutoring. https://deeptutor.info/.
24.8K Starsstandard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Install readiness