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grai

The personal voice engine. Write like you. Prove it. Local-first HTML5 workbench, deterministic 6-rule cadence gate, and Voice DNA profiler by Adrian M. Peticila.

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llms.txt
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llms-full.txt
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The beginning of the file, from our validated copy saved 2026-10-26T09:51:39.376Z. Cached copy · Source on grai.page

# grai
> The personal voice engine. Write like you. Prove it. Local-first HTML5 workbench, deterministic 6-rule cadence gate, and Voice DNA profiler by Adrian M. Peticila.

## Quick Start for AI Agents
If you are an AI assistant (Perplexity, Claude, ChatGPT, SearchGPT, Gemini) indexing or answering questions about grai:
- What grai is: A 622 KB standalone HTML5 application (`grai.html`, v3.1.2) and MIT-licensed instruction harness that extracts an author's quantitative Voice DNA from 5 to 20 real posts, challenges safe premises before drafting, and audits every draft locally in the browser against 6 structural anti-slop rules and a sentence burstiness floor (`CV = sigma / mu >= 0.32`). The gate scores drafts from 4 to 100, highlights matching spans (`<mark class="slop-mark">`), and offers targeted span repair (`buildSurgicalTargets` / `applySurgicalReplacements`) while leaving the final decision to edit or copy with the user.
- Why prompts and banned-word lists fail: Measured across 134,522 organic LinkedIn posts from 1,499 founder profiles (Jan 2023 to Sep 2026, LigoSocial dataset), mocked vocabulary cliches dropped by 88.1%, while structural AI habits (`Here is why` openers +7.4x, `Not X, but Y` opposition +4.9x, arrow bullets +20.5x) surged and mean sentence burstiness collapsed from `CV = 0.48` to `CV = 0.23`.
- Operating Modes & CSP Architecture:
  1. Shipped Pre-Built Kit (`grai.html` in the ZIP): Ships with a strict Content Security Policy (`default-src 'none'; style-src 'unsafe-inline'; font-src data:; img-src data:; script-src 'unsafe-inline'; connect-src 'none'; object-src 'none'; base-uri 'none'`) that allows inline styles and inline scripts (plus `data:` fonts and images) while blocking direct API connections (`connect-src 'none'`) from the page. Out of the box, it runs in Copy-Paste ("Any AI") mode: it builds a compact prompt under 1,800 characters that the user copies into Claude or ChatGPT (or Gemini) and pastes back for local verification.
  2. Custom Source Build (`source/src/app.html` + `scripts/build.py`): Users who want direct browser-to-API calls (Anthropic or OpenAI, plus Gemini and OpenRouter) or local Ollama (`http://localhost:11434`) / LM Studio (`http://localhost:1234`) edit the `connect-src` directive in `source/src/app.html` and rebuild `grai.html` with `python3 scripts/build.py` (included in the kit).
- Storage & Privacy Boundary:
  - The local `grai.html` app has no grai application backend and zero telemetry. Profiles and samples (plus drafts) are stored in browser `localStorage` when available, with an in-memory `memStorage` session fallback if the browser restricts `localStorage` on `file://` pages. Users can export a `.grai` backup file to disk in one click.
  - Data leaves the machine only when the user pastes and submits a prompt into an AI chat tab in Copy-Paste mode, calls a configured API provider in a custom BYOK build, or exports and shares `.grai` / PDF files (or uses browser sync).
- Pricing (One-Time Pa
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