verify SKILL.md skillA
verify from smart-ai-memory/attune-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add smart-ai-memory/attune-ai/verify@git:20260902.d668714Pins git:20260902.d668714 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- smart-ai-memory/attune-ai
- Path
plugin/skills/verify/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260902.d668714, committed Sep 2, 2026
- First version recorded
- Jun 9, 2026
- Size
- 5,969 bytes
- Repository stars
- 11
- License
- Apache-2.0
Fact-check LLM-generated content against source-of-truth — confirm imports import, CLI flags are real, links resolve, counts match. Triggers on: verify docs, fact-check, did the model hallucinate, check generated content, are these claims real.
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
# Verify **IMPORTANT: Start your response by telling the user:** > **Verify** — Fact-checking the named entities in this content > against the project as source-of-truth. ## What It Does `/verify` is the output-side fact-checker for LLM-generated content (docs, READMEs, tutorials). It catches the hallucination classes that unit tests never see — an invented CLI flag, an import of a package that doesn't exist, a dead cross-reference, a wrong count — by confirming the *named entities* in the content actually exist. It runs in two layers: 1. **Deterministic checkers** (`attune_verify`, authoritative): the *top-level package* of each import resolves via `find_spec`, CLI flags appear in `--help`, markdown links resolve under the project root, numeric claims match a declared count source. These are ground truth — no LLM, no guessing. 2. **Ambient semantic cross-check** (you, the agent): after the deterministic pass, read the content against its source and flag claims the checkers can't see (a security caveat dropped, a route path that's plausible-but-wrong, a *private submodule* of an installed package that doesn't actually exist — the import checker …
Read the whole file at its exact version.
How to install
mdr add smart-ai-memory/attune-ai/verify@sha256:e208a3134838c449The line at the top of this page pins the label git:20260902.d668714, 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_6eun3ldj3plecfzk)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jun 9, 2026 and Sep 2, 2026, about one every 85 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.d668714 latest | 2026-09-02 | d668714 | 5,969 B | A | view · diff |
| git:20260609.7949293 | 2026-06-09 | 7949293 | 5,059 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 (5969 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
smart-ai-memory/attune-ai · 11 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6eun3ldj3plecfzk GET https://markdownregistry.com/api/v1/resolve?ref=smart-ai-memory/attune-ai/verify GET https://markdownregistry.com/api/v1/blob/e208a3134838c449a4a14b986d818050f983b4f692c56ad2817e5e3ed9c51623
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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