evaluate-agent-native SKILL.md skillA
evaluate-agent-native from haoruilee/awesome-agent-native-services is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add haoruilee/awesome-agent-native-services/evaluate-agent-native@git:20261104.9840ae1Pins git:20261104.9840ae1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- haoruilee/awesome-agent-native-services
- Path
.skills/evaluate-agent-native/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261104.9840ae1, committed Nov 4, 2026
- First version recorded
- Oct 25, 2026
- Size
- 11,446 bytes
- Repository stars
- 484
- License
- none declared
Evaluate catalog candidates against either the standard five agent-native criteria or the narrow operator-surface track, and check URL Onboarding. Use when asked whether a service, harness, HUD, status line, or control surface belongs in the catalog.
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
# Skill: evaluate-agent-native Use this skill to select the correct admission track, collect primary-source evidence, and classify a candidate. Most services use the five-criterion standard. Purpose-built surfaces for operating live agents may use the narrow operator-surface track. ## The gold standard: URL Onboarding Before applying the five criteria, ask the highest-level question: > **Can an agent join and start using this service by reading a single URL?** Services that answer YES are exhibiting the strongest possible form of agent-nativeness. They have internalized the agent as first-class user so deeply that the onboarding flow itself is machine-readable: ``` # The full agent onboarding in one instruction: Read <url> and follow the instructions. ``` Examples: - **Moltbook**: `Read https://www.moltbook.com/skill.md` — complete registration, heartbeat, posting, DM protocol - **Ensue**: `Read https://ensue.dev/docs and call POST https://api.ensue-network.ai/auth/agent-register` — shared-memory agent registration …
Read the whole file at its exact version.
How to install
mdr add haoruilee/awesome-agent-native-services/evaluate-agent-native@sha256:510016ebc6f817d2The line at the top of this page pins the label git:20261104.9840ae1, 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_nqvwpwhfnkt3bl7e)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Oct 25, 2026 and Nov 4, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261104.9840ae1 latest | 2026-11-04 | 9840ae1 | 11,446 B | A | view · diff |
| git:20261030.5a4ecd4 | 2026-10-30 | 5a4ecd4 | 11,446 B | A | view · diff |
| git:20261027.e8e9362 | 2026-10-27 | e8e9362 | 11,446 B | A | view · diff |
| git:20261026.96597c6 | 2026-10-26 | 96597c6 | 11,446 B | A | view · diff |
| git:20261025.df1912a | 2026-10-25 | df1912a | 11,446 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 (11446 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
haoruilee/awesome-agent-native-services · 484 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nqvwpwhfnkt3bl7e GET https://markdownregistry.com/api/v1/resolve?ref=haoruilee/awesome-agent-native-services/evaluate-agent-native GET https://markdownregistry.com/api/v1/blob/510016ebc6f817d2b053f0e6a86cbe5641b68d3e90f436c6e489cfdcd6a06d31
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.