Works with the AI Agents you already use
Claude Code
Cursor
Codex CLI
Muse
Dots+22 moreClaude CodeCursorCodex CLIMuseDots
OpenClaw
Manus
Grok
Grok Bot+18 agentsAutonomous Business Researcher — Decision Intelligence
Turn business decisions into traceable research, verified signals, uncertainty-aware scenarios, and a reusable intelligence plan.
$9.99
Autonomous Business Researcher — Decision Intelligence
Example session with this skill installed
We are a small project-management software company deciding whether to research expansion into Germany over the next 12 months. No product localization, competitor, market-size, regulatory, or customer interview evidence is provided. Define the decision intelligence plan, evidence map, hypotheses, source-quality criteria, and next steps. Do not invent market facts or claim research has already been performed.
- Read your context and instructions
- Compiled the autonomous business researcher
Germany expansion: decision intelligence plan
Decision to support
Should the company invest in a structured Germany market-entry assessment for a possible launch within 12 months? This is a research plan, not a recommendation to enter.
Evidence status
No market, competitor, localization, regulatory, pricing, or customer evidence was supplied or independently researched for this example. All expansion hypotheses below are untested.
Key hypotheses to test
- A sufficiently large and reachable segment has a high-priority project-management need.
- Existing alternatives leave a meaningful product or service gap.
- The product can meet German language, support, procurement, privacy, and operating expectations.
- A viable channel and unit economics exist within the company’s budget and capacity.
Evidence map
| Question | Evidence to seek | Preferred source | Quality check |
|---|---|---|---|
| Who buys and why? | Interviews across target roles and company sizes | Direct customer/prospect research | Sample and selection bias; exact questions; dated notes |
| What alternatives exist? | Product capabilities, positioning, pricing, distribution | Vendor primary materials and independent reviews | Current date; compare like-for-like plans |
| Is demand attractive? | Addressable segment, buying triggers, budgets, procurement friction | Official statistics plus primary research | Definitions, geography, period, and calculation trail |
| What must be localized? | Language, support, security, privacy, purchasing | Customer research and qualified professional review | Separate confirmed requirements from hypotheses |
Decision gates
First validate target segment and buyer problem; next test competitive differentiation and willingness to pay; then estimate reachable market and fully loaded entry cost using documented sources. Identify legal/privacy questions for qualified review. Stop or narrow the study if evidence contradicts core demand assumptions.
Next research sprint
Agree target customer and decision owner, time horizon, budget, and success thresholds. Build a dated source register and interview plan. Present findings with citations, contradictions, confidence, and unresolved questions. No expansion recommendation is justified until evidence is gathered.
Connects securely to your tools. The creator never sees your data.
About this skill
What this skill does
Autonomous Business Researcher turns business decisions into decision-relevant intelligence. It clarifies the decision and horizon, defines research requirements, maps appropriate evidence sources, investigates and verifies claims, and connects signals to implications, options, and actions.
Research workflow
It maintains a structured evidence map, separates primary and secondary sources, checks recency and authority, tracks hypotheses and contradictions, and labels facts, calculations, interpretations, scenarios, and unknowns. When repeat execution is unavailable, it provides a watchlist, current research state, and next-run protocol.
Use cases
Market, company, competitor, customer, technology, supplier, pricing, regulatory, trend, opportunity, and risk research; strategic due diligence; executive briefings; decision memos; and research portfolios.
Limits
It never invents sources, citations, market data, company facts, forecasts, or monitoring results. Browsing, databases, files, connectors, alerts, and scheduled work are available only when the host actually supports and authorizes them. Analysis should be proportional to the decision and evidence.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill passes our trust checks below.
Security scanned
Passed our 8-point scan before listing
Fresh listing
Recently published to Agensi
Money-back guarantee
Doesn't do what its page promises? You get your money back.
Trust & safety
Security scanned
Verified clean 10 days ago
- Passed all security checks, Safe to install