peopleanalyst

Tools · Publishing

Guide

Turn a CanonicAI capability corpus into a published, cited how-to guide keyed to a job profile.

How it works

Composed grounding, never ad-hoc retrieval: the cross-book reconciled cluster_model is the spine (core constructs → sections, relationships → the founder sequence, open_divergences → honest tensions); per-book extractions add frameworks + LibraryId-backlinked citations. Every claim cites the corpus by book_id; the corpus's real disagreements are surfaced, not flattened; provenance enforced in code; status always draft.

You bring

{ cluster?: 'start-a-company', profile?, mode?: aspire|resolve, audience? }

You get

CapabilityGuide (title · overview · sequence · sections[how_to/watch_out_for/grounded_in] · tensions)

Use it for

See it work

example output

Focused guide "Fund Your Startup" carved from the start-a-company cluster, aspire mode, keyed to a first-time-founder profile.

Fund Your Startup

A first-time founder's guide to raising — or deliberately not raising — money

Aspire mode · for the founder who has a working product and a few customers and is deciding how to finance the next 18 months. This is a focused sub-guide within the broader Start a Company canon: it covers only the funding constructs, sequenced the way the corpus says to face them.

What "good" looks like

  • Foundations: you can state how much you need and what it buys, in months of runway.
  • Practitioner: you can choose between bootstrapping and raising based on your market's capital intensity — not on what's fashionable.
  • Advanced: you can run a process that creates real competition for your round and hold terms because you have a credible alternative (a profitable path).

The path

  1. Know your number — size the raise from the milestone it must reach, not a round-number ask.
  2. Bootstrap vs. raise — decide whether outside capital actually fits this business.
  3. Instrument the use of funds — tie the money to validated learning, not headcount.

Section: Bootstrap vs. raise (Practitioner)

Misconception → Reality. Myth: raising money is the milestone — funded means winning. Reality: venture capital is a tool with a required shape; it fits businesses that can plausibly return a fund, and it actively harms ones that can't.

How to: estimate capital intensity (how much cash before the business pays for itself); name your target outcome honestly (lifestyle, acquisition, or fund-returning scale); only then match the instrument.

Watch out for: raising because peers did; taking "smart money" that buys control you'll regret; using a round to paper over a product that hasn't found demand.

A real tension the corpus won't flatten

Blitzscale for dominance vs. deliberate, profitable growth. Contested. The right answer depends on whether your market has a winner-take-most prize. In a network-effects land grab, speed funded by capital can be rational; in a steady B2B niche, it's how you blow up a good business chasing a bad one.

Grounded in The Lean Startup (Ries), The Four Steps to the Epiphany (Blank), and Traction (Wickman). Every claim cites the corpus; status: draft.

Run it on your data

Call it on your own inputs — over the API, or hand it to your AI agent via MCP. Discovery is open; running it is metered.

REST  POST /api/bicycle/guide
MCP   generate_profile_guide

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