Stop AISlop.

SapieSense is the customizable frontal lobe for AI models: a personal standards layer that filters noise, detects missing judgment, and amplifies what matters.

Create my Sensemark

Private by design. Yours by default.

Designed for the AI stack you already use

Less noise

Cut filler, drift, and polished nothing.

More signal

Surface what is specific, useful, and worth keeping.

Your rules

Customizable standards for your voice, UI, and agents.

From scatteredto significant.

AI that works the way you think.

Build yourSensemark.

Teach SapieSense what good looks like through 10 quick choices. Your account-free SENSE.md becomes a portable standard for how AI should filter, sharpen, and gate output.

Start Sensemark See before / after

Sensemark

Signalless filler

Proofclear claims

Structurebetter shape

Tasteyour edge

Gateship or stop

Agencyright autonomy

Sensemark Check / Codex A/B

Same prompt. Different standard.

Logged examples only: review an AI draft against a Sensemark, revise what conflicts, then gate whether it should pass, change, or stop.

Local log 06 / Codex workflow

Agent Brief

One Codex prompt, one raw answer, one Sensemark Check with review notes, a revision, and a gate.

Gate resultPass

Same one-shot prompt

Write a one-shot Codex task brief to improve the SapieSense demo lab. The agent should preserve V1 scope, avoid fake metrics, make one durable repo-owned improvement, and report proof.

Without SENSE.md

Improve the demo lab by adding better examples, polishing the UI, and making sure it works well. Run tests and summarize what changed.

With SENSE.md enabled

Objective: add one logged before/after demo slice that compares the same prompt with and without SENSE.md. Non-goals: no live integrations, no fake benchmark numbers, no accounts, no broad redesign. Reuse existing mobile app patterns. Required proof: typecheck, build, product gates, and rendered desktop/mobile screenshots. Claim limit: local demo proof only unless live production is separately verified.

What SapieSense changed

Added objective, non-goals, proof, and claim limits.
Kept the scope repo-owned and V1-aligned.
Made the one-shot prompt executable for an agent.

The revision is specific enough for Codex to execute without expanding V1 scope.

Local log 01

Homepage Hero

Product copy

Pass

Local log 02

Customer Reply

Support writing

Revise

Local log 03

CTO Memo

Decision memo

Pass

No live model call, benchmark claim, or integration claim is made here.

Your AI. Upgraded.

Export targets.

Download local Sensemark guidance for supported tools. V1 creates files only; it does not set up external tool connections.

ChatGPT

Claude

Codex

Gemini

AGENTS.md

SENSE.md

Your edge starts here.

Build your Sensemark. Reclaim your standards.

Create my Sensemark

No credit card. No training data by default.