ConductorScore_

Terms of use.

Plain-language terms. Read in 3 minutes. Last updated 2026-05-29.

The service

ConductorScore ("the service") is a measurement tool for AI-coding craft: a Claude Code skill that reads your local transcripts and computes a 0–100 score across five anchored components (Leverage, Craft, Customization, Output, Efficiency). It's currently in public beta. The scoring algorithm, anchor thresholds, and metric definitions may change as we learn from real usage.

The service is operated by Flatiron Consulting, a New Jersey limited liability company. The client is open source under the Apache License 2.0; the scoring algorithm and dashboard are closed source.

$ Cost

Individual scoring is free, forever. We mean it — broad adoption is what makes the score meaningful, and paywalling individuals would defeat the purpose. Team mode and tamper-evidence features will be paid; pricing will be announced before they ship.

@ Your account

  • An account requires GitHub OAuth pairing. One GitHub account = one ConductorScore profile.
  • Profiles are public by default. Your profile lives at conductorscore.com/u/<your-handle> and auto-renders an Open Graph share card.
  • To delete your account, email hello@conductorscore.com from the address tied to your GitHub account. Deletion is permanent and irreversible.

Acceptable use

By using the service you agree NOT to:

  • Game the score with fake activity (e.g., scripted sessions, injected JSONL events, fabricated tool calls)
  • Impersonate another developer or claim a ConductorScore profile that isn't yours
  • Attempt to extract other users' raw data or reverse-engineer their identity
  • Scrape the leaderboard or public profiles at a rate that affects service availability for other users
  • Use the service to discriminate against candidates on protected-class grounds in violation of applicable law

Server-side anti-gaming checks (bounds, monotonicity, dimension floors) are coming. Accounts flagged for gaming will be invalidated and may be permanently removed.

Open source & your content

The client is open source: github.com/flatironconsulting/conductorscore, Apache License 2.0. The wire format is public; the privacy invariant is enforced by tests. Forks and modifications are welcome. Tamper-evidence (signed releases, server-side release verification) is coming.

Your profile data (handle, score, grade, component breakdown) is your content. We display it on your behalf at your public profile URL. You retain all rights; we don't claim ownership.

! Disclaimers

The service is provided "as is" without warranty of any kind. ConductorScore is a measurement, not an evaluation of a developer's overall skill or employability. We make no representation that the score predicts future performance or that the metrics are immune to gaming or interpretation errors.

Hiring decisions, performance reviews, and other consequential uses of the score are the responsibility of the user. ConductorScore is one data point among many.

§ Limitation of liability

To the maximum extent permitted by law, Flatiron Consulting will not be liable for any indirect, incidental, special, consequential, or punitive damages arising out of or related to your use of the service. Our total liability for any claim is limited to the amount you paid us in the 12 months preceding the claim — which, for individual scoring, is zero dollars.

Changes

We'll update these terms when we ship new features or when the scoring algorithm changes meaningfully. Material changes are signaled by the Last-updated date at the top of this page. Continued use after a change constitutes acceptance.

× Termination

You can delete your account at any time by emailing hello@conductorscore.com. We can suspend or terminate accounts that violate the Acceptable Use section above or that we suspect of gaming. Termination doesn't affect already-rendered public OG cards or third-party caches of public profile data outside our control.

Governing law

These terms are governed by the laws of the State of New York, USA, without regard to its conflict-of-laws provisions. Any dispute will be resolved exclusively in the state or federal courts located in New York.