critic-loop SKILL.md skillA
critic-loop from ztxtech/aion is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ztxtech/aion/critic-loop@git:20261012.1709cbfPins git:20261012.1709cbf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ztxtech/aion
- Path
.opencode/skills/critic-loop/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261012.1709cbf, committed Oct 12, 2026
- Size
- 12,083 bytes
- Repository stars
- 13
- License
- MIT
Review gaps and risks in requirements, plans, implementations, and experiment results. When the flow spins in place, has weak evidence, or tries to close passively, force a stricter rollback and evidence-completion path.
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
## Debug Prefix Protocol - When called, print this first: `[Skills: critic-loop] Follow: <rules / context constraints that really apply now>; Current step: <one-line note>`. - If this skill clearly depends on one rule, add one more line like `[Rules: <rule>] ...`, then continue with the real work. - The debug prefix should stay stable, short, and easy to grep. # Critic Loop Use this skill when you need to judge whether the current output is strong enough to move on, or whether the flow should roll back. This is not normal review. It is an anti-slack, anti-spin, anti-fake-done review loop. ## Minimum Pre-Stop Constraints - Do not use `already ran for many rounds` as a stop reason. Real stop judgment must depend on current evidence quality and approval from `ts-critic`. - If one key step still has only a first draft, first answer, or one-route result, it should not count as fully reviewed. More evidence, more comparison, more validation, or rollback is still needed. - As soon as the main flow is about to end, it must still finish one extra pre-stop gate `brain-storm -> deep-reasoning`. ## Trigger Signals …
Read the whole file at its exact version.
How to install
mdr add ztxtech/aion/critic-loop@sha256:04da5746b9272402The line at the top of this page pins the label git:20261012.1709cbf, 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_jsaqpetjhuf2po6m)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 12, 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 (12083 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
ztxtech/aion · 13 stars · license MIT · pushed 2026-10-13 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_jsaqpetjhuf2po6m GET https://markdownregistry.com/api/v1/resolve?ref=ztxtech/aion/critic-loop GET https://markdownregistry.com/api/v1/blob/04da5746b9272402b921fecaeb8e99254c6c709e7539f276980d3e4611aa6ed5
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.