academic-humanizer SKILL.md skillA
academic-humanizer from dongshuyan/compass-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add dongshuyan/compass-skills/academic-humanizer@git:20260711.47b0dabPins git:20260711.47b0dab in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- dongshuyan/compass-skills
- Path
skills/academic-humanizer/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260711.47b0dab, committed Jul 11, 2026
- First version recorded
- Jul 10, 2026
- Size
- 16,903 bytes
- Repository stars
- 758
- License
- MIT
Draft, audit, or minimally revise English- or Chinese-language academic prose to reduce formulaic, vacuous, mechanically repetitive, or process-leaking language while preserving claims, evidence strength, logical relations, manuscript-wide terminology identity, document-level pattern variation, and scholarly register. Use for papers, abstracts, grants, cover letters, and reviewer responses when the user asks to de-AI, humanize, audit AI-like phrasing, or rewrite text without changing meaning.…
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
# Academic Humanizer Improve academic prose by removing observable writing defects, not by imitating imperfection or optimizing an authorship detector. Preserve the author's facts, argument, uncertainty, and disciplinary voice. This skill does not guarantee how any reader or detector will classify a text. ## Portability This skill is agent-agnostic. Its core behavior is defined by `SKILL.md` and `references/`; Python is optional and supports reproducible diagnostics. - Resolve `<skill-dir>` from the directory containing this `SKILL.md`. - Let `<python>` mean an available Python 3 launcher, such as `python3`, `py -3`, or `python`. - Let `<input-file>` mean a user-authorized local text file. Quote paths that contain spaces and use the host shell's path separator. - Do not assume a fixed skill root, home directory, shell, operating system, agent name, or path separator. - `agents/openai.yaml` is optional interface metadata. Core behavior does not depend on a particular agent runtime. - If Python is unavailable, skip the scripts and apply the same contracts directly. ## Load the operating references Read these before drafting or editing: …
Read the whole file at its exact version.
How to install
mdr add dongshuyan/compass-skills/academic-humanizer@sha256:03b2dd14f6a6579fThe line at the top of this page pins the label git:20260711.47b0dab, 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_wxwps7tpu475uiiz)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Jul 10, 2026 and Jul 11, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260711.47b0dab latest | 2026-07-11 | 47b0dab | 16,903 B | A | view · diff |
| git:20260710.e15677a | 2026-07-10 | e15677a | 12,796 B | A | view · diff |
| git:20260710.6a3bc00 | 2026-07-10 | 6a3bc00 | 10,233 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 (16903 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
dongshuyan/compass-skills · 758 stars · license MIT · pushed 2026-10-19 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_wxwps7tpu475uiiz GET https://markdownregistry.com/api/v1/resolve?ref=dongshuyan/compass-skills/academic-humanizer GET https://markdownregistry.com/api/v1/blob/03b2dd14f6a6579fa5206d9642af3b7e0903ae878cf0f6fdbed247ea62ae4fab
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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