ai-loop SKILL.md skillA
ai-loop from sickn33/agentic-awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sickn33/agentic-awesome-skills/ai-loop@git:20261014.4259ebcPins git:20261014.4259ebc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sickn33/agentic-awesome-skills
- Path
plugins/agentic-awesome-skills-claude/skills/ai-loop/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261014.4259ebc, committed Oct 14, 2026
- First version recorded
- Jul 8, 2026
- Size
- 7,957 bytes
- Repository stars
- 49,308
- License
- MIT
Runs a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or ambiguous work.
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
# AI-Loop Skill ## Overview The `ai-loop` skill structures a bounded development cycle for agentic workflows. By dividing the process into distinct planning (Spec), implementation (Build), and validation (Review) phases, it helps an agent build and correct scoped code changes while keeping requirements, risk gates, and stop conditions explicit. ## When to Use This Skill - Use when you need a feature built from scratch or heavily modified, and you want the agent to handle the lifecycle (specification, implementation, and verification) inside one clearly bounded workflow. - Use when working with isolated components, modules, or features that have well-defined scopes and constraints. - Use when the user asks for a complete development pass but the work still has clear success criteria, a reasonable verification path, and no unresolved safety or product decisions. ## How It Works This skill executes a controlled development loop composed of three phases: Spec, Build, and Review. When invoked, the agent moves through those phases until the scoped requirements pass verification, a stop condition is reached, or human approval is needed. Before starting, define: …
Read the whole file at its exact version.
How to install
mdr add sickn33/agentic-awesome-skills/ai-loop@sha256:44ad015dc7e8861fThe line at the top of this page pins the label git:20261014.4259ebc, 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_xggdyeh3ozikdpz2)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Jul 8, 2026 and Oct 14, 2026, about one every 98 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261014.4259ebc latest | 2026-10-14 | 4259ebc | 7,957 B | A | view · diff |
| git:20260708.a07936c | 2026-07-08 | a07936c | 7,822 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 (7957 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
sickn33/agentic-awesome-skills · 49,308 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xggdyeh3ozikdpz2 GET https://markdownregistry.com/api/v1/resolve?ref=sickn33/agentic-awesome-skills/ai-loop GET https://markdownregistry.com/api/v1/blob/44ad015dc7e8861fedf24a94c1531e9e22fc2e11df8e2c798ab19222bd1fb9d0
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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