Star200+

Startup Skill

REVIEW · 71
Community indexed

AI agent skills for startup validation, competitive intelligence, and planning

Downloads0
Stars468
Version1.0.0
Quality81/100 · Strong
Trust71/100 · Sandbox only
Audit84/100 · Safe to try

Supply asset profile

Research and knowledge work

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Browse track

Scenario

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add ferdinandobons/startup-skill

Maintenance

active

2mo since push

Risk

Safe to try

Quality score needs review

GitHub quality

468

81/100 Quality · 79/100 Trust

Coverage tags

ResearchResearch agentsmarket-researchanalysisai-agents

Review notes

Quality score needs review

Agent adoption scorecard

Trust, audit, and install readiness at a glance

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

Strong
81

Solid option that is likely worth shortlisting for production workflows.

Trust

Sandbox only
71

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Safe to try
84

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

Research AgentCodexClaude CodeCursorOpenAgentSkill CLI

Stars

468 GitHub stars

Repo activity

468 stars, 68 forks

Maintenance

2mo since push

License

MIT

Install

npx skills add ferdinandobons/startup-skill

Install safety

standard package or runtime install path

Permission surface

filesystem or document access

Agent outcomes

No agent outcome data yet

Docs

Usable metadata, review docs

Risk summary

Review before production

  • Quality score needs review

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License is declared
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

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.

Open JSON

Suited tasks

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects
  • Search sources

Suited agents

Research AgentCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add ferdinandobons/startup-skill
Policy
review
Human review
yes

Trust and risk

Trust
71/100
Audit
84/100
Risk level
Safe to try

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add ferdinandobons/startup-skill
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • Quality score needs review
  • Production credentials, payments, or irreversible account changes without explicit human review

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Last30days Skill

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npx skills add dzhng/deep-research

Agent safety v2

68/100 · Review before install

Reviewedreview

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.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

  • Quality score needs review

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add ferdinandobons/startup-skill

Agent resolve plan

Let an agent verify fit before installing.

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 text plan

Open JSON

/api/agent/resolve?task=Use%20Startup%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Startup%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/ferdinandobons-startup-skill/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Startup Skill in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Startup%20Skill%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/ferdinandobons-startup-skill/install
Install command: npx skills add ferdinandobons/startup-skill
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/ferdinandobons-startup-skill/install

LLM text format

/api/skills/ferdinandobons-startup-skill/install?format=text

Find alternatives

/api/skills/search?q=Startup%20Skill&limit=3

Agent prompt

Use Startup Skill for this task. Review https://www.openagentskill.com/api/skills/ferdinandobons-startup-skill/install, then install with: npx skills add ferdinandobons/startup-skill

Registry metadata

Agent-readable profile for automatic skill selection.

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.

Open manifest

Manifest

/api/registry/manifest/ferdinandobons-startup-skill

LLM text

/api/registry/manifest/ferdinandobons-startup-skill?format=text

Install alias

/api/registry/install/ferdinandobons-startup-skill

Recommend

/api/registry/recommend?task=Use%20Startup%20Skill%20in%20an%20agent%20workflow&limit=3

Agent fit

83/100

Research agents

Use-case tags

Research agentsCoding agentsRAG and knowledge

Platforms

Research Agent, Claude Code

Audit report

Safe to try · 84/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Companion skill for Research agents

Shortlist this skill and compare it with close alternatives before production adoption.

83
Readiness
Shortlist
Stage

Role in stack

Companion skill

Primary fit

Research agents

Trust label

Strong shortlist

Install path

Command ready

Use when

  • Research agents workflows
  • Claude Code teams
  • builders willing to evaluate younger projects

Evidence

  • recent repository activity
  • install command or GitHub repo available
  • 81/100 quality profile
  • 13 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one Research agents task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

71
OpenAgentSkill Trust Score

GitHub adoption

INFO

468 GitHub stars

Stars/forks activity

INFO

468 stars, 68 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

2mo since push

License clarity

PASS

MIT

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Install command has no obvious high-risk pattern
  • OpenAgentSkill usage activity detected
  • Outcome loop is ready but needs first real agent run

Review before install

  • Quality score needs review
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

81
GitHub stars
468
Freshness
2mo ago
Install ready
Yes
License
MIT

Workflow fit

Use this skill in these scenarios

Investigate faster

Research agents

I need my agent to research a topic, compare sources, and produce a concise report.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Workflow fit

Add it to a complete workflow

Find, compare, and synthesize

Research report agent

A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

Compare before you install

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Compare all

Last30days Skill

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Deep Research

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.

Adopt
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Overview

AI agent skills for startup validation, competitive intelligence, and planning

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.

Platform compatibility

research-agentFULL

Technical details

Version
1.0.0
License
MIT
Last updated
Jun 16, 2026
Published
Jun 16, 2026

Frameworks & tools

Research Agent

Decision snapshot

Companion skill

83
Ready
Shortlist
Stage

recent repository activity

Audit

Install review

Install and adoption review

84
Safe to try
Security
87/100
Maintenance
88/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for Startup Skill, ready for a manual X post.

Curator note
Before you hand an agent market research, give it a repeatable starting point.

Startup Skill: AI agent skills for startup validation, competitive intelligence, and planning

468 stars

https://www.openagentskill.com/skills/ferdinandobons-startup-skill?ref=x
Open X draft
Optional reply with install command
Listing + install path for Startup Skill:
https://www.openagentskill.com/skills/ferdinandobons-startup-skill?ref=x

Install: npx skills add ferdinandobons/startup-skill
Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Community indexed listing is attributed to ferdinandobons 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

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/ferdinandobons-startup-skill?metric=listed&label=Listed)](https://www.openagentskill.com/skills/ferdinandobons-startup-skill)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/ferdinandobons-startup-skill?metric=trust&label=Trust)](https://www.openagentskill.com/skills/ferdinandobons-startup-skill)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/ferdinandobons-startup-skill?metric=audit&label=Audit)](https://www.openagentskill.com/skills/ferdinandobons-startup-skill/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/ferdinandobons-startup-skill?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/ferdinandobons-startup-skill)
Preview badge Open audit Creator kit

Author

F

ferdinandobons

@ferdinandobons

Tags

market-researchanalysisai-agentsbattle-cardsclaude-codeclaude-skillscompetitive-analysiscompetitive-intelligencepricing-analysisstartup

Platform fit

Claude Code

Health signals

GitHub stars
468
Quality score
52/100
Last GitHub push
Jun 9, 2026
Framework hints
1
OpenAgentSkill views
11
Install copies
2
Outbound clicks
0

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

71
  • GitHub adoption468 GitHub starsINFO
  • Stars/forks activity468 stars, 68 forks; issue activity unavailable in current metadataINFO
  • Recent maintenance2mo since pushPASS
  • License clarityMITPASS
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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