voice-baseline SKILL.md skillA
voice-baseline from huytieu/cog-second-brain is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add huytieu/cog-second-brain/voice-baseline@git:20260914.c6cb328Pins git:20260914.c6cb328 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- huytieu/cog-second-brain
- Path
.claude/skills/voice-baseline/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260914.c6cb328, committed Sep 14, 2026
- Size
- 3,825 bytes
- Repository stars
- 1,350
- License
- MIT
Measure your own writing corpus for the words and sentence shapes you over-use, so an agent writing in your voice stops amplifying your tics into a style. Produces a counted baseline file and checks any new draft against it. Use when an agent's drafts start sounding like a caricature of you, before publishing anything written in your voice, or every ten new pieces to re-measure.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# voice-baseline An agent writing in your voice does not only sample the median of the internet. It samples the median of you, from the pieces and rules and memory files in its context, and it regresses toward your most frequent choices because those are the highest probability tokens in your corpus. A word that was a choice at one use comes back at five. Then the fifth use teaches the next draft, and the tic becomes the style. Generic ban lists cannot catch this, because the words are yours and they are not on anyone's list. Measure instead. ## Run it ```bash python3 scripts/census.py PATH/TO/YOUR/WRITING --out voice-baseline.md python3 scripts/census.py PATH/TO/YOUR/WRITING --check DRAFT.md ``` The census walks a directory of your own finished pieces and reports word counts with a per-file rate, sentence-shape counts, sentence openers, and heading first words. `--check` compares one draft against those rates and prints only what sits above them. Exit code 1 when something is above baseline, so it fits a pre-publish script. Keep the output file next to your rules so the agent reads it before it writes. ## What it measures …
Read the whole file at its exact version.
How to install
mdr add huytieu/cog-second-brain/voice-baseline@sha256:d332b337bbdfbeddThe line at the top of this page pins the label git:20260914.c6cb328, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_mj54ncfmbvw6bbsb)
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Versions
The registry has recorded 1 version of this file, committed on Sep 14, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3825 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
huytieu/cog-second-brain · 1,350 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mj54ncfmbvw6bbsb GET https://markdownregistry.com/api/v1/resolve?ref=huytieu/cog-second-brain/voice-baseline GET https://markdownregistry.com/api/v1/blob/d332b337bbdfbeddec7dadf262f39ebef8971cec1275d79bea26a89b026e5103
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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