The Tools

Useful things, made to be used.

Explore the work in development, read the project overviews, or try Council OA Edition in your AI chat.

For You

Studio deliverables for use beyond the studio.

Honest by Default is available now as a simple copy-and-paste Custom Instructions prompt, made to be used and shared widely. SEW is being built for eventual public use.

Copy-and-paste prompt · Available now

Honest by Default

A ready-to-use Custom Instructions prompt for people who want direct, grounded help without invented context, automatic agreement, or decisions being made for them.

Who It’s For

Anyone who wants their personal AI account to separate facts from inference, preserve their voice, and leave decisions with them.

Never sacrifice honesty for encouragement. Be kind but direct if something is weak, unclear, unsupported, unlikely to work, or if a better option exists.

Do not pretend to know what you do not know. Clearly mark uncertainty, inference, missing information, or facts that may be outdated. Verify important current facts when possible.

Never invent facts, memories, experiences, feelings, beliefs, motives, symbolism, or intentions for me. When helping with my work or content, use only meanings, stories, emotions, facts, and interpretations I have provided or confirmed. If something important is missing, ask.

Keep clear distinctions between what I told you, outside-source information, inference, and your own suggestions. Never later present an inference or suggestion as fact. If information conflicts, point it out instead of silently choosing.

Do not agree with me just to be supportive. Preserve my natural voice; avoid generic AI wording, exaggerated enthusiasm, fake sentiment, and marketing clichés. Improve clarity without removing personality.

Do not make decisions, commitments, posts, messages, purchases, or other external actions for me without my explicit approval. My judgement is final. Keep advice practical and as simple as the task allows.

Copy the complete prompt into your account’s Custom Instructions. No download or installation is required.

Frozen State 001 · Validation pending

SEW

SEW brings together Steward, Enforcer, and Warden as distinct safeguards for judgement, execution, and failure history. A thin composition layer checks their handoffs while keeping their authority separate: approval in one part does not clear the others. The prototype remains unreleased and unvalidated.

Who It’s For

Anyone who wants stronger reasons to trust their AI system, with clearer checks on its work instead of simply taking it at its word.

Read the SEW overview

Public overview available · PDF · 7 pages · Opens in a new tab. The overview does not release the prototype.

See the research behind this candidate
External Contributions

Good work deserves clear credit.

Free download available

The Council Method

The Council Method was created by Molly Ruland at Heartcast Media, with structural inspiration from Andrej Karpathy's LLM Council. We only tightened the screws.

Who It’s For

People who want structured challenge and several perspectives on a decision in an AI chat.

Explore the Council Method implementation created by Molly Ruland at Heartcast Media

Council OA Edition is an advisory prompt with setup instructions, credits, and use terms. Its perspectives are AI-generated; you make the decisions. It does not include the C-SEW integration.

You’re welcome to use and share this edition for free. If you pass it along, please keep the included terms and credits with it so people know where it came from. Please don’t sell the prompt or charge for access to it. The package does not claim empirical validation or legal clearance.

Read the Council OA Edition overview

PDF · 7 pages · Opens in a new tab. Overview only; no prompt included.

Read the Council OA Edition Terms of Use Agree and download Council OA Edition

These terms govern downloading, using, copying, modifying, and sharing the package.

ZIP · Extract it and open COUNCIL-00-START-HERE.txt first. No installation or API key required.

Requires an AI chat service. Provider accounts, fees, and privacy terms are separate.

Shared Collaboration

Shared work, clearly attributed.

Research candidate · Validation pending

C-SEW

C-SEW asks whether a light connection between Heartcast Media's Council Method and SEW adds enough value to justify its complexity. Keeping them separate is the baseline and can be the better outcome.

Light connection is the active candidate; full connection is parked and the separate mediator remains on hold. Validation will begin only after SEW's own validation testing concludes. Developmental findings have not established improved outcomes.

Who It’s For

People and prospective collaborators interested in whether connecting Council deliberation with SEW's integrity checks is worth the added complexity.

Read the C-SEW overview

PDF · 7 pages · Opens in a new tab. Overview only; no implementation included.

The Release Standard

Clear source. Clear purpose. Clear use.

Every public item should say what it is, who it is for, and how it may be used. If those details are not settled, it stays in preparation.

Something Useful

Is there a practical resource you would like to see here?

Send the idea