verify-loop SKILL.md skillA
verify-loop from kunanonj/ai-skills-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kunanonj/ai-skills-hub/verify-loop@git:20261006.876cce4Pins git:20261006.876cce4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kunanonj/ai-skills-hub
- Path
plugins/superstacks/skills/verify-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261006.876cce4, committed Oct 6, 2026
- Size
- 2,113 bytes
- Repository stars
- 5
- License
- MIT
Use when starting implementation or iterating a fix. Define a deterministic check for the acceptance criteria, run it red, then iterate until green.
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 loop The engineer designs a runnable check. The model spends tokens on judgment, not on being a human who copies errors between tools. ## Before writing code 1. Name the acceptance criteria in one sentence. 2. Pick a **deterministic** check that would fail today and pass when the work is done: unit or integration test, CLI assertion, perf trace, or a snapshot/console script. 3. Copy a runner from `scripts/` next to this skill into the repo (or run it in place). Do not install packages. 4. Run the check. Confirm it is red. Paste the runner output (`VERIFY_FAIL`). 5. Change code. Re-run the same command. Repeat until `VERIFY_PASS`. 6. Hand the same command to `verification-before-completion` before any success claim. Never retype compiler, test, browser, or linter errors from memory. Re-run the command. ## Runners | File | When | | --- | --- | | `scripts/verify.py` | Python stdlib wrapper. Prints pass/fail evidence. | | `scripts/verify.sh` | POSIX wrapper with the same evidence format. | | `scripts/check-snapshot-console.cjs` | Page snapshot plus console-error check. Uses Playwright already in the project. Exits 2 if it is missing. Never installs it. | ```text …
Read the whole file at its exact version.
How to install
mdr add kunanonj/ai-skills-hub/verify-loop@sha256:e457712757801547The line at the top of this page pins the label git:20261006.876cce4, 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_46zzzjzk36p4r6o2)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 6, 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 (2113 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
kunanonj/ai-skills-hub · 5 stars · license MIT · pushed 2026-10-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_46zzzjzk36p4r6o2 GET https://markdownregistry.com/api/v1/resolve?ref=kunanonj/ai-skills-hub/verify-loop GET https://markdownregistry.com/api/v1/blob/e457712757801547bcbb41e96e4dd5a6ad2f5e6dcaefa02064a8330301996140
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.