New startup ideas · AI for people who run the AI themselves · Solo professionals who wield AI themselves

startup concept

Methodkit

Solo consultants package their methodology as versioned Agent Skills they own and resell

A build-test-version environment where an independent consultant turns their frameworks, diagnostic questionnaires and deliverable templates into Agent Skills, runs them against past-engagement test cases, and installs them into Claude, Copilot or Cursor.

2

similar startups, last 2 years (7 all-time)

yes

8 matching federal grants and programs

Direction supported by government programs and grants

Test it before you build it

$400 · 4 weeks · 25 prospects

For $400 and 4 weeks, prove that solo consultants will prepay $147 for versioned, regression-tested Agent Skills instead of keeping free prompt files in a folder.

Riskiest assumption · A solo consultant who already runs Claude on client work will pay $49 a month for versioning and regression testing of their skills rather than keep free SKILL.md files in a folder and wait for Anthropic to ship the same features.

1Focus group: who and where

Independent strategy or operations consultant, solo or with one subcontractor, billing $10k-40k engagements, already paying for Claude Max or Team, reusing a discovery-interview method across clients, and currently rebuilding the same prompts by hand each engagement.

where to find 25 · The Umbrex network of independent management consultants, IMC USA chapter meetings where guest attendance is open, r/consulting threads on AI tooling, and the Claude Developers Discord where consultants already trade SKILL.md files.

2Sell first, build later

Founding membership: your core method turned into a working Agent Skill in week one, tested against three past deliverables you choose, with version history tying every skill version to the deliverable it produced, running in Claude, Copilot or Cursor.

the ask · $49 per month, sold as 3 months prepaid at $147, founding price locked for 12 months

a real yes · A real yes is $147 through checkout or a $199 workshop seat paid; 'I'd try the free tier', requests for a trial, and enthusiastic replies with no card are noes.

3Small experiments

The first one attacks the riskiest assumption; each ends with a number that says whether to run the next.

  1. 1. Prepaid founding subscriptions off a demo

    $250 · 14 days

    The founder hand-converts one consultant's discovery-interview method into an Agent Skill, runs it against three of that consultant's past deliverables with a simple diff script, and records a 5-minute walkthrough. Book 20 calls through Umbrex, IMC USA chapters and the Claude Discord, demo live, and close with 3 months prepaid at $147.

    keep going if · 5 of 20 calls end in a $147 prepayment

  2. 2. Paid skill-build workshop

    $100 · 10 days

    Sell a $199 live 2-hour working session, cohort of 6, where each consultant leaves with one skill built from their own past deliverables using the founder's manual toolchain. Post it to Umbrex and r/consulting; the price tests whether the method-as-asset framing sells at all outside warm calls.

    keep going if · 5 of 40 invited consultants pay $199 within 10 days

  3. 3. Version-2 pull check

    $50 · 14 days

    Two weeks after each build, ship an improved v2 of the consultant's skill with a regression report against their old deliverables, and count who runs either version on a live client engagement. Usage on paid client work is the retention signal; a skill nobody runs on a client is a demo, not an asset.

    keep going if · 4 of the first 8 users run their skill on a live engagement and request a tracked change

4Collect a deposit up front

Tesla took $1,000 refundable reservations for the Model 3 and $100 for the Cybertruck before building either: the deposit is the measurement, not the revenue.

$147

per prospect, refundable

how · Three months prepaid through a card checkout on the landing page immediately after the demo call; a solo consultant buys sub-$200 tools on a card with no procurement, so checkout is the honest measurement and anything slower invites polite drift. set up: Stripe Checkout

what it reserves · One of 10 founding slots, $49 a month locked for 12 months, and the founder hand-building and testing their first skill in week one

refund · Full refund on request within 30 days if the first skill is not built and passing tests against their past deliverables.

target · 5 prepayments of $147 from 20 demo calls within 21 days

Go: build it if

5 of 20 demo calls prepay $147, the workshop sells at least 3 seats, and 4 of the first 8 users run their skill on live client work within a month

Kill: stop if

Fewer than 2 of 20 prepay, or the workshop sells 1 seat or fewer of 40 invited, or nobody uses a built skill on a paying client; then consultants treat skills as free files and the platform will absorb this

5 Scripts to run itoutreach message, landing copy, deposit terms · click to open

outreach message

You run the same discovery interviews on every engagement, and the prompts that encode your method live in a folder that changes silently between clients. I turn your method into a versioned Agent Skill, test it against three of your past deliverables so you can see exactly what each version produces, and it runs in Claude, Copilot or Cursor. I will build the first one with you on a 20-minute call. Open to that this week?

landing page

Your methodology, packaged as a tested, versioned Agent Skill you own $147 prepays 3 founding months at $49 a month, locked for 12 months, first skill built with you in week one Prepay 3 months and claim one of 10 founding slots

deposit terms

$147 covers your first 3 months at the founding price of $49 a month, locked for 12 months, and reserves one of 10 founding slots. In week one we build and test your first skill against three past deliverables you choose. Full refund on request within 30 days if that first skill is not built and passing your tests.

Would you run this test?

One tap. The yes-share feeds the Demand pillar of this idea's score; nobody sees who answered.

Budgets are out-of-pocket estimates for a team of one to three, US market. Size the deposit to the deal, and check the terms before taking money in a regulated line.

Scorecard

Ranked against every idea in the catalog: trend, demand and 100x potential from the corpus, competition relative to the other ideas. A generated concept has no judges or swipes yet, so its pillars use the data signals only.

57

Idea Score, 0-100 · raw 35.3 x 1.61

Warm

competition: more crowded than 44% of ideas · headwind x0.78

+3.4

government priorities, secondary (19 matching grants)

Trend

47

Is the wave forming now? 2025-26 entrants vs 2023-24, rounds since 2025, the sector's live-batch direction, the 2026 trend analyst.

  • Entrants 2025-26 vs 2023-24 (similar companies)92
  • Rounds announced 2025+ in the sector0
  • Sector direction (live batch)50

Demand

44

Does anyone want it? YC's current RFS, companies already paid for something similar, the operator judge, founders' yes-rate in decks, readers who would run the test.

  • YC asks for it (current RFS: idea / sector)30
  • Someone already pays (similar companies, recent / all-time)58

100x potential

33

Can it return a fund? The venture judge (double weight), market-size and moat axes, neighbours still alive, the technologist judge.

  • Neighbours still alive33

Score = 100 x cbrt(Trend x Demand x 100x) x (1 - 0.5 x crowding) + government bonus (max 5), calibrated so the 95th-percentile idea scores 90 (order never changes). A geometric mean: a weak pillar cannot be papered over. Percentiles are among the 382 ideas in the catalog; the terms matched were solo, consultants, package, methodology, versioned, skills, build-test-version, environment.

The concept in full

What
A build-test-version environment where an independent consultant turns their frameworks, diagnostic questionnaires and deliverable templates into Agent Skills, runs them against past-engagement test cases, and installs them into Claude, Copilot or Cursor. Version history shows exactly which skill version produced which client deliverable. In the first hour a consultant imports three past deliverables and gets a working first skill drafted from them.
Grounded in (2025-2026 signals)
Agent Skills released as an open standard on December 18, 2025 (agentskills.io) with about 40 supporting products by June 2026, including Claude, OpenAI Codex, GitHub Copilot, VS Code, Cursor, Gemini CLI and Goose; Claude Max launched April 9, 2025 at $100 and $200 a month; 'knowledge work' first seen 2025, 4 companies in 2025-2026 vs 0 before.
What it rides
Agent Skills: launched October 16, 2025, an open standard since December 18, 2025. Methodkit is the professional tooling around that standard: versioning, regression tests against known-good engagements, and packaging, which the raw SKILL.md format does not provide.
Why now
Between October 16, 2025 and June 2026 skills went from launch to an open standard running in about 40 products, so a consultant's packaged methodology now travels across every assistant a client might use; the collection's own gap list names versioning of prompts and skills as unbuilt, and the keyword data shows only 4 companies mentioning 'agent builder' in two years.
Wedge: first customer and entry point
Independent strategy and operations consultants already paying $200 a month for Claude Max, starting with one job: turn your discovery-interview method into a tested, versioned skill this week. Charge $49 a month for the toolchain; the consultant keeps full ownership of what they build.
Closest real companies, as the generator saw them
Altrina automates SOPs for companies and Quantstruct maintains product docs; neither treats an individual professional's method as a versioned, testable asset. For skill tooling aimed at solo professionals, none tracked.
Main risk
Anthropic or GitHub ships good-enough skill versioning and testing inside the assistants themselves, collapsing the toolchain into the platform.

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Public money in this direction

US federal grants and open opportunities matched to the concept's terms.

Other concepts in this collection

Fictional concept generated 2026-08-26 by claude-fable-5 from the collection's brief and MarkosWeb data. Treat it as a research prompt, not a plan.