Atlas / Skills / himself65 / Startup Analysis

Startup AnalysisSAFE

skills/himself65/startup-analysis

A collection of skills for AI financial analysis.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
1 documented
License
MIT
Stars
3,383
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Multi-perspective startup analysis skill — evaluate any startup from VC investor, job applicant, and CEO/founder viewpoints.

What it does

Produces a comprehensive startup analysis by examining the company through three distinct lenses:

  • VC Investor — Market opportunity, unit economics, team quality, defensibility, investment verdict
  • Job Applicant — Financial stability, equity value, career growth, culture signals, employment verdict
  • CEO/Founder — Product-market fit, growth efficiency, competitive position, organizational health, health grade

Each perspective surfaces different insights. A company can be a great investment but a terrible place to work (or vice versa). The skill cross-references findings to highlight where perspectives agree and diverge.

This skill uses web search to gather public information about the startup before analysis.

Triggers

  • "analyze this startup", "evaluate [company]", "should I join [company]"
  • "is [company] a good investment", "due diligence on [company]"
  • "what do you think of [startup]", "research [company] for me"
  • "startup assessment", "company analysis", "evaluate this company"
  • Any mention of evaluating, analyzing, or assessing a startup from investment, career, or strategic perspectives

Platform

Works on Claude Code and other CLI-based agents (web search required). May work on Claude.ai with reduced data gathering capability.

Setup

# Choose finance-startup-tools when prompted.
npx plugins add himself65/finance-skills

# Or install just this skill
npx skills add himself65/finance-skills --skill startup-analysis

See the main README for more installation options.

Reference files

  • references/vc-framework.md — VC due diligence checklist with metrics and benchmarks
  • references/job-applicant-framework.md — Job seeker evaluation framework with equity analysis
  • references/ceo-framework.md — CEO self-assessment w
Read from source at commit 317cbce031f1OBSERVED · 2026-10-08
02

Install

Commands as the repository documents them. They are shown, not run.

npx skills add himself65/finance-skills --skill startup-analysis
03

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
04

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: startup-analysis
description: >
  Analyze a startup from three perspectives — VC investor, job applicant, and
  CEO/founder — covering market, traction, unit economics, team, defensibility,
  runway, equity value, culture, and competitive position, with a verdict for each.
  Use this skill whenever the user wants to evaluate a startup or private tech
  company: due diligence, whether to invest in it or join it, weighing a startup job
  offer, company health, outlook, or competitive position, or open-ended asks such as
  "what do you think of [company]" or "research [company] for me".
---

# Startup Analysis

Produces a multi-perspective analysis of a startup, examining it through three lenses that each reveal different aspects of company health and potential:

1. **VC Investor Lens** — Is this a good investment? Market size, unit economics, growth trajectory, team quality, defensibility
2. **Job Applicant Lens** — Should I work here? Equity value, runway risk, culture signals, career growth, compensation fairness
3. **CEO/Founder Lens** — How healthy is this company? Product-market fit, burn efficiency, competitive moat, organizational health

Each perspective surfaces insights the others miss. A company can be a great investment but a terrible place to work (or vice versa). The goal is to give the user a 360-degree view so they can make informed decisions.

---

## Step 1: Gather Information

Before analyzing, collect as much public information as possible about the startup. Use web search, the company's website, Crunchbase data, press coverage, and any other available sources.

**Key data to gather:**

| Category | What to find |
|----------|-------------|
| **Basics** | Founded year, HQ location, employee count, what the product does |
| **Funding** | Total raised, last round (size, date, valuation if known), key investors |
| **Product** | What they sell, who buys it, pricing model, key competitors |
| **Traction** | Users, revenue (if public), growth signals, notable customers |
| **Team** | Founders' backgrounds, key hires, LinkedIn headcount trends |
| **Market** | Industry, market size estimates, tailwinds/headwinds |
| **News** | Recent press, product launches, partnerships, layoffs, pivots |

If certain data isn't publicly available (e.g., revenue for private companies), note the gap and infer what you can from indirect signals (hiring pace, customer logos, web traffic proxies, job postings).

### When information is insufficient

Many startups — especially early-stage or niche ones — have limited public presence. If web search does not return enough information to produce a meaningful analysis (e.g., you can't determine what the company does, who founded it, or how it's funded), **ask the user to provide the company's website URL** before proceeding. The company website is often the single most information-dense source, and reading it directly (about page, pricing page, team page, blog) can fill most gaps.

You can also ask the user for:
- The company's website or landing page URL
- A Crunchbase, LinkedIn, or PitchBook link
- Any pitch deck, job listing, or press article they have
- Specific context they already know (e.g., "they just raised a Series A from Sequoia")

It is better to ask for a URL and produce an accurate analysis than to guess and produce a misleading one.

---

## Step 2: Determine Which Perspectives to Cover

By default, produce all three perspectives. If the user specifies a particular angle (e.g., "I'm considering joining them" or "should I invest"), emphasize that perspective but still include the others as context — they often reveal relevant information.

| User's situation | Primary perspective | Still include |
|-----------------|-------------------|---------------|
| Considering investing | VC Investor | Job Applicant (talent signal), CEO (operational health) |
| Considering a job offer | Job Applicant | VC Investor (funding runway), CEO (strategic direction) |
| Running the company / advisory | CEO/Founder | VC Investor (how investors see you), Job Applicant (talent attractiveness) |
| General curiosity / research | All equally | — |

---

## Step 3: Analyze from Each Perspective

Read the relevant reference files for the detailed framework for each perspective. These contain the specific criteria, metrics, and red/green flags to evaluate.

### VC Investor Analysis

Read `references/vc-framework.md` for the full evaluation framework.

Core areas to assess:
- **Market opportunity** — TAM/SAM/SOM, market timing, secular trends
- **Product & traction** — Product-market fit signals, growth metrics, retention
- **Unit economics** — CAC, LTV, margins, burn multiple, path to profitability
- **Team** — Founder-market fit, technical depth, hiring ability
- **Defensibility** — Moats (network effects, switching costs, data, brand, regulatory)
- **Deal terms context** — Stage-appropriate valuation, comparable exits

Produce a clear **Investment Thesis** (bull case) and **Key Risks** (bear case). End with a verdict: Strong Pass / Lean Pass / Lean Invest / Strong Invest, with reasoning.

### Job Applicant Analysis

Read `references/job-applicant-framework.md` for the full evaluation framework.

Core areas to assess:
- **Financial stability** — Runway, burn rate, funding trajectory, revenue health
- **Equity value** — Option/equity package analysis, dilution risk, liquidation preferences, realistic exit scenarios
- **Career growth** — Role scope, learning opportunity, resume value, mentorship
- **Culture & work-life** — Glassdoor signals, employee tenure data, leadership style
- **Product & market risk** — Is PMF real? What happens if the startup fails?
- **Red flags** — High turnover, constant pivots, vague metrics, founders cashing out

Produce a clear **Why Join** (pros) and **Watch Out For** (risks). End with a verdict: Strong Pass / Lean Pass / Lean Join / Strong Join, with reasoning.

### CEO/Founder Analysis

Read `references/ceo-framework.md` for
05

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 317cbce031f1full audit observations/trust-audit/skill/himself65__startup-analysis.json · Report an issue / request a re-scan
06

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-08317cbce031f1SAFEB89first audit
07

Questions

What does the Startup Analysis skill do?

A collection of skills for AI financial analysis.

Is Startup Analysis safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Startup Analysis access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Startup Analysis work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (317cbce031f1), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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