face-matching SKILL.md skillA
face-matching from swyxio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add swyxio/skills/face-matching@git:20260825.f0864d3Pins git:20260825.f0864d3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- swyxio/skills
- Path
face-matching/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260825.f0864d3, committed Aug 25, 2026
- Size
- 8,806 bytes
- Repository stars
- 194
- License
- MIT
Diagnose, improve, or operate person-centered face matching across photo libraries, video, social profiles, directories, events, and other media when reference discovery, identity verification, detection failures, unknown people, or safe face-to-person assignment are involved. Use for face recognition and face-reference sourcing; not for generic image editing, image generation, or galleries without an identity-matching problem.
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
# Face Matching Match real faces to the right people while preserving uncertainty, consent, source boundaries, and existing correct assignments. Keep the ordinary path simple for people who already have a good reference; spend additional retrieval and inference only on unresolved cases. Read supporting material only when it helps the task: - [references/resources-and-source-strategies.md](references/resources-and-source-strategies.md): inventory of usable person records, LinkedIn/X/GitHub, employer/personal pages, public search, existing photo collections, video, transcripts, timestamps, browser access, and relevant installed skills/tools. - [references/worldsfair-2026-journey.md](references/worldsfair-2026-journey.md): detailed real-world case study, concrete incorrect matches, identity corrections, production counts, failed hypotheses, and eight benchmarked padding recoveries. - [references/implementation-and-operations.md](references/implementation-and-operations.md): existing SCRFD/SFace implementation, image-quality gates, operational commands, repository paths, regression checks, and release verification. ## Distinguish the five problems …
Read the whole file at its exact version.
How to install
mdr add swyxio/skills/face-matching@sha256:5bf6deb0f7af4b0bThe line at the top of this page pins the label git:20260825.f0864d3, 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_s4rrttifwfoyq2ky)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Aug 25, 2026.
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 (8806 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
swyxio/skills · 194 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s4rrttifwfoyq2ky GET https://markdownregistry.com/api/v1/resolve?ref=swyxio/skills/face-matching GET https://markdownregistry.com/api/v1/blob/5bf6deb0f7af4b0b6a97d2833fcc52cd91e19c9f8948f195c89b3e7edda58b8c
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.