tune-anchors SKILL.md skillA
This file is byte-identical to the first copy the registry indexed, one of 5 indexed copies. Same content hash, so the same checks give both the same grade.
tune-anchors from petar-djukic/writing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add petar-djukic/writing-skills/tune-anchors@git:20260812.fc1b88fPins git:20260812.fc1b88f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- petar-djukic/writing-skills
- Path
.agents/skills/tune-anchors/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260812.fc1b88f, committed Aug 12, 2026
- Size
- 7,353 bytes
- Repository stars
- 5
- License
- MIT
Sweep anchor selections over a writing-voice corpus and report which tag query produces the best register outcome. Runs match-voice then tighten-style over (article × arm) combinations, ranks arms on the four-axis register composite, and optionally verifies the top candidates with an external detector. Triggers: tune anchors, sweep anchors, which anchors should I use, calibrate writing-voice, onboard corpus.
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
# tune-anchors ## The objective Given a `writing-voice/` corpus and one or more target articles, answer: **which anchor-selection rule produces rewrites closest to the author's own register?** A rule is an *arm* — a set of filters over the manifest: `role=venue-voice`, `tags~clipped`, `pre_ai=true`. Different arms produce different anchor sets, and the model copies the register of whatever it sees. The right arm is the one whose anchors give the model a register worth copying. ## The pipeline Each full trial runs two model passes before measurement: 1. **match-voice** (`drive.py`) — voice rewrite using the arm's anchors 2. **tighten-style** (`tighten.py`) — remove AI-register artifacts (passive stacks, nominalizations, filler) using the same model family shown transformation pairs, not rules 3. **measure** — register markers on the tightened output The ranking reflects the final output quality, not the raw voice draft. Tightening is what removes the AI sound; ranking without it would penalize arms whose raw drafts carry fixable markers and reward arms whose markers survive tightening unchanged. …
Read the whole file at its exact version.
How to install
mdr add petar-djukic/writing-skills/tune-anchors@sha256:fe9180e2aba47457The line at the top of this page pins the label git:20260812.fc1b88f, 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_l5vgjb4qqk5itrgi)
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Versions
The registry has recorded 1 version of this file, committed on Aug 12, 2026.
Audit of the latest version
- pass: Frontmatter block present
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- 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
petar-djukic/writing-skills · 5 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_l5vgjb4qqk5itrgi GET https://markdownregistry.com/api/v1/resolve?ref=petar-djukic/writing-skills/tune-anchors GET https://markdownregistry.com/api/v1/blob/fe9180e2aba474573530c6d90f16817c3c9b376871ca1abbd3710dc904dbcf9f
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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