doubao-private-company

Evaluate private-market investment projects and generate screening reports with evidence-sourced claims.

2|Updated Aug 9, 2026
One-click install
npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-private-company-deepjh
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: doubao-private-company
Source: https://github.com/DeepJH/doubao-skill-and-info/tree/main/skills/doubao-private-company
Command: npx skills add https://github.com/DeepJH/doubao-skill-and-info --skill doubao-private-company-deepjh

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? It helps investors and analysts perform first-pass screening of private equity and venture capital opportunities, turning BP, Deck, financial, and interview materials into a structured Screening Report with investment logic, red flags, scenarios, diligence gaps, and a preliminary recommendation on whether to proceed to deeper due diligence. ## Core Features & Use Cases - Layered capability gates: Separately determines whether you can form a research view, recommend a management meeting, request data room access, progress an investment, or compute returns, so partial inputs never block the whole analysis. - Evidence-disciplined output: Every precise number carries an inline source tag (first-party, financial database, user-provided, derived, or to-be-verified), and unverifiable figures are quarantined into assumption cards instead of being presented as facts. - Deterministic tooling: Ships Python scripts for intake preflight, complexity routing, search routing, evidence validation, unit-economics and scenario return calculation, report linting, and finalization. - Use Case: Given a SaaS startup's Deck and three years of financials, produce a one-page Screening Report with up to five kill questions covering entity/technology, revenue collection, clinical increment, unit economics, and transaction terms, each with upgrade and downgrade conditions. ## Quick Start Ask the assistant to evaluate whether the attached startup BP and financial materials are worth advancing to the next round of due diligence.

Frequently Asked Questions about doubao-private-company

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I screen a startup investment opportunity from a pitch deck?

Provide the company name, business description, evaluation goal, as-of date, and jurisdiction along with the BP or Deck. The skill freezes the analysis object, runs intake preflight, and outputs a Screening Report with capability gates, red flags, and up to five kill questions.

What does a private market screening report include?

It includes an auditable five-line summary, mandate fit, business and technology quality, unit economics, team and governance, deal quality, scenarios, red flags, diligence gaps, and a conditional recommendation. Each precise number carries an inline source-level tag.

Can it calculate IRR or MOIC without deal terms?

No. Return calculation requires frozen transaction context including instrument, investor rights, dilution treatment, currency, entry and exit equity values, and timing. Without these, can_compute_returns stays false and only formulas and data requirements are given.

When should I not use this private company evaluation skill?

Do not use it for listed-company secondary market analysis, formal IC memos, full LBO models, complete legal or tax due diligence, or personal wealth planning. Those requests are routed to adjacent skills such as company-analysis or ic-memo.

How does it handle missing financial data or unverifiable claims?

Missing inputs only pause the affected conclusion slot rather than blocking the whole analysis. Unverifiable figures are tagged as to-be-verified, placed in assumption cards, or rewritten as tiered tables keyed on the unknown variable.