Systems Lab

Agent skill

voice-calibration

Build or refine an author's writing guide from their own writing samples and edits, without importing another creator's voice.

activeSelf-containedInstructions only289 words

From timscheuerai/gtm-architecture-template · 51 skill entries · 13 · pushed 2026-09-17

What it does when it runs

Build or refine an author's writing guide from their own writing samples and edits, without importing another creator's voice.

Automated analysis of the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.

Keys and connectors you must supply
None found.
Hosts it reaches
No third-party host appears in the skill or its bundled files.
Tool permissions it declares
No allowed-tools in the frontmatter. It only issues instructions, so there is nothing to bound.
Actions present in the files
None. Instructions only.

Ask about voice-calibration

Opens your assistant with this page's verified links already in the prompt.

Is this safe to install?ClaudeChatGPT
Adapt it to my stackClaudeChatGPT
What else do I need for it to workClaudeChatGPT
Rather ask a human? Talk to Cheetah
git clone --depth 1 --filter=blob:none --sparse https://github.com/timscheuerai/gtm-architecture-template.git /tmp/gtm-architecture-template
git -C /tmp/gtm-architecture-template sparse-checkout set ".agents/skills/voice-calibration"
mkdir -p ~/.claude/skills/voice-calibration
cp -R "/tmp/gtm-architecture-template/.agents/skills/voice-calibration/." ~/.claude/skills/voice-calibration/

Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗

The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.

Reproduced in full from timscheuerai/gtm-architecture-template/blob/2c312c9398064ad3730c786647293458cb89632c/.agents/skills/voice-calibration/SKILL.md, which is licensed MIT (repository). 289 words, 3 headings.

Workspace: all context paths below (identity, audience, strategy, voice, brand, raw, output, index, log, workspace preferences and context scripts) resolve from context/ in the kit root. Read both the root AGENTS.md and context/AGENTS.md. Skill-local references/ and flowchart scripts/ resolve from this skill directory.

Calibrate the voice

Read AGENTS.md, voice/linkedin-voice.md, relevant identity and audience pages, and the source samples. Capture new sources through capture-context when needed.

Separate writing authored by the person, transcripts of speech, approved ghostwritten posts, rejected drafts and external inspiration. Human edits show preferences; engagement numbers show outcomes, not who wrote a sentence.

Derive rules from examples

Use several representative samples when available. One sample supports tentative observations, not a universal style. Record the limits of the evidence.

Look for recurring choices in opening lines, sentence rhythm, paragraph length, vocabulary, punctuation, specificity, argument structure and endings. Quote short illustrative passages with source paths. Preserve meaningful irregularities instead of making the voice more polished by default.

Write observed rules in voice/linkedin-voice.md and format choices in voice/formats.md. Distinguish consistent patterns from context-dependent choices. Do not hard-code a dialect, numeric separator, slang quota, hook length or CTA frequency from this template.

Calibrate with an actual draft

When drafting is requested, use a supplied, public-use source to write a short sample. Give the author a concrete passage to edit. File their actual corrections as evidence, then update the few rules the corrections support. Do not label your own imitation approved.

If writing samples are missing, collect them or produce a clearly labeled neutral draft when that is useful and requested. Do not claim to reproduce a specific voice from a biography alone.

Update source notes, index and log; run scripts/wiki-lint.sh. Return the guide and any unresolved voice choices.

Other skills for the same job

Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.

Need help setting it up?

This page tells you what voice-calibration does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.

Book a call →

The directory stays free. There is nothing gated behind this.