wikimedia-media-usage-metrics SKILL.md skillA
wikimedia-media-usage-metrics from fuzheado/wikipedia-ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fuzheado/wikipedia-ai-skills/wikimedia-media-usage-metrics@git:20260920.2ffc31dPins git:20260920.2ffc31d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fuzheado/wikipedia-ai-skills
- Path
.claude/skills/wikimedia-media-usage-metrics/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260920.2ffc31d, committed Sep 20, 2026
- First version recorded
- Aug 14, 2026
- Size
- 19,157 bytes
- Repository stars
- 27
- License
- MIT
Measure and count the use of Wikimedia media files — transfers (mediacounts/mediarequests), embeds (GlobalUsage), reach (pageviews/CIM), external reuse — with verified gotchas, a decision tree, and a live report pipeline.
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
# Media Usage Metrics — Measuring Use of Wikimedia Files > ⚠️ **User-Agent required** on every HTTP call below. See **[wikimedia-api-access](../wikimedia-api-access/SKILL.md)**. > A layperson-facing version of this material lives at `references/layperson-guide.md` (send to non-Wikimedia audiences). ## 1. The four meanings of "use" (read this first) People mean four different things by "use of a media file". Mixing them is the #1 source of wrong numbers. | Axis | Question | Primary signal | Key caveat | |---|---|---|---| | **Transfers** | How many times were the file's bytes *served*? | `mediacounts` / `mediarequests` | Counts requests, not humans; thumbnails count | | **Usage (embeds)** | *Where* is the file transcluded? | `GlobalUsage` / `imagelinks` | Tells *where*, never *how often* | | **Reach** | How many people *viewed pages* containing it? | pageviews / CIM | Page loads ≠ image loads | | **External reuse** | Is it hotlinked *off-Wikimedia*? | `mediacounts` referer fields | The **only** source that sees off-wiki use | ## 2. Master index | # | Method | Measures | Pre-computed / on-demand | Access | |---|---|---|---|---| …
Read the whole file at its exact version.
How to install
mdr add fuzheado/wikipedia-ai-skills/wikimedia-media-usage-metrics@sha256:c6880e14da02e7edThe line at the top of this page pins the label git:20260920.2ffc31d, 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_cfthyxap3as6uio5)
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Versions
The registry has recorded 5 versions of this file, between Aug 14, 2026 and Sep 20, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260920.2ffc31d latest | 2026-09-20 | 2ffc31d | 19,157 B | A | view · diff |
| git:20260915.b79de94 | 2026-09-15 | b79de94 | 18,699 B | A | view · diff |
| git:20260910.edd4c69 | 2026-09-10 | edd4c69 | 17,624 B | A | view · diff |
| git:20260905.14560d4 | 2026-09-05 | 14560d4 | 17,467 B | A | view · diff |
| git:20260814.8a1d8f0 | 2026-08-14 | 8a1d8f0 | 16,091 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 (19157 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
fuzheado/wikipedia-ai-skills · 27 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cfthyxap3as6uio5 GET https://markdownregistry.com/api/v1/resolve?ref=fuzheado/wikipedia-ai-skills/wikimedia-media-usage-metrics GET https://markdownregistry.com/api/v1/blob/c6880e14da02e7ed1705974c63fa40d41ee757c1908c4450450895a46d0d2963
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.