train-ghostwriter SKILL.md skillA
train-ghostwriter from mblode/ghostwriter is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add mblode/ghostwriter/train-ghostwriter@git:20260723.3a778baPins git:20260723.3a778ba in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- mblode/ghostwriter
- Path
skills/train-ghostwriter/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260723.3a778ba, committed Jul 23, 2026
- First version recorded
- Jul 23, 2026
- Size
- 11,226 bytes
- Repository stars
- 7
- License
- MIT
Trains private, platform-specific tone profiles from local writing samples with deterministic held-out splits, clean Codex or Claude Code sessions, previews, backups, and atomic writes. Use when asked to "learn my tone", "build my voice profile", "train a writing style", import writing samples, refresh a tone profile, or prepare ghostwriter evaluation cases.
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
# Train Ghostwriter Turn explicitly selected local writing into a private profile and uncontaminated evaluation set. - **IS:** the only ghostwriter workflow that creates corpus files, profiles, cases, or references. - **IS NOT:** a live connector, scraper, drafting skill, evaluator, continuous learner, or hosted data service. Use `ghostwriter` to draft and `evaluate-ghostwriter` to evaluate. ## Reference files | File | Read when | |---|---| | [references/corpus-contract.md](references/corpus-contract.md) | Always, before normalizing or validating samples. | | [assets/profile-template.md](assets/profile-template.md) | The runner reads this during profile generation; read it when reviewing profile output. | ## Workflow Copy this checklist and track progress: - [ ] 1. Establish the data root, sources, and platforms; explain the provider boundary. - [ ] 2. Normalize samples into one JSONL staging file per the corpus contract. - [ ] 3. Prepare the corpus: dry-run, review the split, then execute. - [ ] 4. Generate and install one profile per platform through a clean session. - [ ] 5. Prepare held-out evaluation cases, one clean session per ID. …
Read the whole file at its exact version.
How to install
mdr add mblode/ghostwriter/train-ghostwriter@sha256:4a6be122c813d6fbThe line at the top of this page pins the label git:20260723.3a778ba, 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_f35cxlhf4ucae225)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Jul 23, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260723.3a778ba latest | 2026-07-23 | 3a778ba | 11,226 B | A | view · diff |
| git:20260723.c849372 | 2026-07-23 | c849372 | 9,125 B | A | view · diff |
| git:20260723.808ce8a | 2026-07-23 | 808ce8a | 8,581 B | A | view |
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 (11226 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
mblode/ghostwriter · 7 stars · license MIT · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_f35cxlhf4ucae225 GET https://markdownregistry.com/api/v1/resolve?ref=mblode/ghostwriter/train-ghostwriter GET https://markdownregistry.com/api/v1/blob/4a6be122c813d6fb417277730e684fb0470e1899beac2c8632617b1504b54bab
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.