GenAI Cookbook
Supply asset profile
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add mongodb-developer/GenAI-Showcase
Maintenance
active
2mo since push
Risk
Safe to try
Documentation summary is thin
GitHub quality
4.2K
99/100 quality · 86/100 trust
Coverage tags
Review notes
Documentation summary is thin · README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
Agent adoption scorecard
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Safe to tryInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Use as the primary candidate after human or sandbox review.
Stars
4.2K GitHub stars
Repo activity
4.2K stars, 741 forks
Maintenance
2mo since push
License
MIT
Install
npx skills add mongodb-developer/GenAI-Showcase
Install safety
standard package or runtime install path
Permission surface
no high-risk permission surface in public metadata
Agent outcomes
No agent outcome data yet
Docs
Thin public metadata
Risk summary
Install readiness
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 mongodb-developer/GenAI-ShowcaseDo 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.
Install targets
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add mongodb-developer/GenAI-ShowcaseAgent 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.
Resolve JSON
/api/agent/resolve?task=Use%20GenAI%20Showcase%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20GenAI%20Showcase%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/mongodb-developer-genai-showcase/install
Agent should check
Copy prompt
Task: Use GenAI Showcase in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20GenAI%20Showcase%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/mongodb-developer-genai-showcase/install
Install command: npx skills add mongodb-developer/GenAI-Showcase
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/mongodb-developer-genai-showcase/install
LLM text format
/api/skills/mongodb-developer-genai-showcase/install?format=text
Find alternatives
/api/skills/search?q=GenAI%20Showcase&limit=3
Agent prompt
Use GenAI Showcase for this task. Review https://www.openagentskill.com/api/skills/mongodb-developer-genai-showcase/install, then install with: npx skills add mongodb-developer/GenAI-ShowcaseRegistry 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/mongodb-developer-genai-showcase
LLM text
/api/registry/manifest/mongodb-developer-genai-showcase?format=text
Install alias
/api/registry/install/mongodb-developer-genai-showcase
Recommend
/api/registry/recommend?task=Use%20GenAI%20Showcase%20in%20an%20agent%20workflow&limit=3
Agent fit
GitHub automation
Use-case tags
Platforms
Jupyter Notebook, RAG, Claude Code
Audit report
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
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
GitHub 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
PASS4.2K GitHub stars
Stars/forks activity
PASS4.2K stars, 741 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2mo since push
License clarity
PASSMIT
Good signals
Review before install
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Manage repositories
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
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.
Stack fit
Inspect, patch, and verify code
A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Ingest, retrieve, and cite
A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.
Turn skills into distribution
A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.
Alternative shortlist
Similar skills in this category, ranked with the same readiness and quality signals.
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GenAI Cookbook
Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, RAG, or developer-tool signals. Protocol-server projects are excluded from automated imports.
Frameworks & Tools
Decision snapshot
4,230 GitHub stars
Audit snapshot
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 audit before production use.
Growth loop
Scenario-led draft for GenAI Showcase, ready for a manual X post.
Most coding agents don't fail from lack of model power. They fail when repo context disappears. GenAI Showcase gives coding agents a repeatable way to plan, patch, review, or s... 4.2K stars https://www.openagentskill.com/skills/mongodb-developer-genai-showcase?ref=x #AIAgents
Listing + install path for GenAI Showcase: https://www.openagentskill.com/skills/mongodb-developer-genai-showcase?ref=x Install: npx skills add mongodb-developer/GenAI-Showcase
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 mongodb-developer 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/mongodb-developer-genai-showcase)
[](https://www.openagentskill.com/skills/mongodb-developer-genai-showcase)
[](https://www.openagentskill.com/skills/mongodb-developer-genai-showcase/audit)
[](https://www.openagentskill.com/skills/mongodb-developer-genai-showcase)mongodb-developer✓
@mongodb-developer
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
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