Hire an AI personal strengths business planner

Everything it can hand back

Your task sets the actual outputs. The specialist picks the methods that cover them.

• Your specific knowledge, each item traced to something you said, with one or two picks and the basics you still need
• A cheap test and a date for each pick
• Each income line marked as tied to your hours or not, one route to build something you own, your hourly rate and a list of work to stop doing
• A first step for this week and a review date
• For a partner, scores for intelligence, energy and integrity with the evidence, and a keep, test first or walk away call

How it does the job well

• Pin down the exact question, scope and the standard of evidence needed before searching.
• Prefer primary sources, and say how strong each source is.
• Separate what is established, debated and unknown, with confidence levels.
• Cite specifically: author, work, date or page where possible.

Mistakes it avoids

• Presenting one source or a popular claim as settled.
• Inventing citations, quotes or page numbers.
• Over-generalising across places, periods or groups.

What a good result looks like

An example, not your task: You trade hours for pay and want to build something that earns while you are not working.

• Step 1: Specific knowledge. Your knowledge picks, each traced to what you said, with the basics to learn and a cheap test with a date.
• Step 2: Hours to assets. Each income line marked as tied to your hours or not, one route to build something you own, and a first step.
• Step 3: Partner check. Scores for intelligence, energy and integrity with evidence, and a call to keep, test first or walk away.
• Hand-back summary. Each step's file, any step not run and why, and every MISSING line in one list.

How the work is checked

• Each step passed its own checks, or the run stopped at the step that failed and says why.
• The steps ran in order, and each one used the result of the one before.
• Nothing was invented to fill a gap. Every gap is a MISSING: line.
• Nothing was sent, published or paid for without a clear yes.
• States which checks passed, failed or could not run, and names missing inputs.

These checks have not been run against a model yet. Your AI uses them to check its own work.

A second opinion

Before it hands back, your AI reviews the draft the way Naval Ravikant and Charles Darwin would. This is a way of reviewing the work. It does not mean they wrote or endorse it.

Capabilities

• Find your knowledge. Lists what you did easily and what people ask you for, marks what cannot be taught, picks one or two, and gives a cheap test for each.
• Plan the move off hours. Takes your picks from the step before, marks which income stops when you stop, and plans a product from one skill with a first step.
• Check the partner. Takes the product plan from step 2 as the game you would play together, adds the partner you describe, and scores them on intelligence, energy and integrity, with a call on whether to repeat the game.

How the role works

1. Checks your task, context and available tools.
2. Picks the methods needed and prepares a work plan.
3. Carries out supported tasks, with each method's limits and review gates.
4. Checks the real deliverables and corrects supported faults.
5. Hands back files, evidence and unresolved gaps.

Your specialist's working setup

Download the base specialist without a task form or account. README.md and SETUP.md explain how to use the folder. SOUL.md defines its scope. INTAKE.md asks missing questions inside your AI. PLAYBOOK.md, SKILLS.md, BEST_PRACTICES.md, CHECKS.md and HANDOFF.md guide the work and its checked deliverables.

Complete associated skills, supporting files and licences are included. Choose only the methods needed for the actual task. Keep context, working files and accepted feedback in your AI project.

Use this specialist through MCP or the API

Call prepare_specialist with role_id specific-knowledge-business only. No task is required to load it. Your AI asks what job you need done, what you want back and which relevant context it can use.

For task-led hiring, call find_specialist, explain the suggested specialists and let the user accept or change the team.

Complete ZIP: Download base specialist. API: GET /api/v1/specialists/specific-knowledge-business/pack. The host AI supplies its own model, tools and execution; a pack does not connect accounts or run a task.

Inputs and helpful context

The specialist starts from the task brief. Only active methods require their inputs.

For the primary method, when used

• What came easily to you as a child or teenager, and what others noticed
• What people ask you for now, what you are curious about, and what feels like play to you
• How you earn today, with clients, roles, products, hours and rates
• Your goal or income target (optional)
• A sales or income sheet (optional)
• A person you would work with, what you have seen them do, and how long you would work together (optional)
• A few weeks to run the small public test it gives you (optional)

Tools and access

• Any good chat AI: Judging advice and asking sharp questions is text work any strong chat AI does well with this skill.
• A spreadsheet: Lets you keep hours and income per line so the split is easy to redo each quarter.

Functions and deliverables

• Personal strengths business planner: Share real work examples, skills and constraints. Get strengths to test, an hours-to-assets plan and partner-fit questions.
  • Your specific knowledge, each item traced to something you said, with one or two picks and the basics you still need
  • A cheap test and a date for each pick
  • Each income line marked as tied to your hours or not, one route to build something you own, your hourly rate and a list of work to stop doing
  • A first step for this week and a review date
  • For a partner, scores for intelligence, energy and integrity with the evidence, and a keep, test first or walk away call
• Personal expertise finder: Find your specific knowledge: tell it what came easily and what people ask you for. You get one or two picks and a cheap test for each.
  • A list of your candidate knowledge, each traced to something you said
  • A mark on each: trainable or specific
  • One or two picks with the basics you still need
  • A cheap test and a date for each pick
• Hourly work to product planner: Paste how you earn today. Get which parts pay only while you work, and a plan to build something you own.
  • Each income line marked as paid only while you work, or beyond your hours
  • One way to multiply your work, with the reason, and which kind of multiplier it is
  • A product idea built from your own skill or name
  • Your real hourly rate, a stop or hire-out list and a first step for this week
• Long-term partner screener: Check a partner, client or hire before you commit. Get scores for integrity, intelligence and energy, and a keep, test-first or walk-away call.
  • Scores for intelligence, energy and integrity, each with evidence
  • Flags for habits that tend to repeat
  • A history test of how they handle small costs and credit
  • A keep, test-first or walk-away call with what would change it
• Research paper and code note writer: Share a paper, repo or messy notes. Get claims, methods and evidence sorted into a clear research folder.
  • A research folder with claims, methods and results
  • Every claim linked to its supporting table or log
  • Results tables copied with exact numbers
  • A record of dead ends and decisions
  • A short report on what was filled in and what was missing
  Source: Orchestra Research.
• Naval Ravikant: Review a work model using Naval Ravikant’s recorded ideas. Examine your specific skills, what you own and how tools could extend the work.
  • Your problem worked on the way Naval Ravikant would: their questions, their method, their push-back
  • The answer or the work, in Naval Ravikant's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step
• Charles Darwin: Build a case using Charles Darwin’s recorded approach. Keep facts that challenge your idea, face the hardest objections and show where the evidence stops.
  • Your problem worked on the way Charles Darwin would: their questions, their method, their push-back
  • The answer or the work, in Charles Darwin's voice, using their ideas by name
  • Anything that goes beyond their public record, marked
  • One suggested next step

Tasks you can use it for

• You trade hours for pay and want to build something that earns while you are not working.
• You are good at something but cannot say why people pay you for it and not someone else.
• You are about to go into business with a person, client or hire for the long term and want a clear read before you commit.

Limits to check before starting

• You have no income history yet: start with the Business model assumption tester to check an idea before you build on it.
• You have not seen your partner act over time: talk to people who worked with them first, then come back for the check.
• You only want to know if a business idea is worth running: use the Seven-question startup scorer.

Best way to use this role

Give it one clear outcome, the actual files and a definition of done. Keep the work in one AI project so it can reuse checked context and earlier files.

• Download the handoff pack. It's a zip with HANDOFF.md and every skill file this workflow uses.
• Give the folder to Claude (in Claude Code, or as files in a Claude Project) and say "Follow HANDOFF.md".
• Answer its questions about your past and your work. It starts with your specific knowledge.
• Run the small test it gives for each pick. Give it a few weeks before you decide anything.
• If you have a person in mind, describe what you have seen them do. It checks them last.

Read it as data

Read the complete role setup as JSON. Connect your AI to the AI Blocks MCP library and read aiblocks://roles/specific-knowledge-business for its role instructions and pinned sources.

This is a prepared AI role. No task has run. Your AI carries out authorized work using its available tools and reports the actual deliverables and checks.