ralph SKILL.md skillA
ralph from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/ralph@git:20261028.1b612a5Pins git:20261028.1b612a5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/agent-loop/skills/ralph/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261028.1b612a5, committed Oct 28, 2026
- First version recorded
- Apr 30, 2026
- Size
- 11,165 bytes
- Repository stars
- 229
- License
- MIT
Execute iterative task loop until completion criteria are met - iteration beats perfection.
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
# Agent Loop **You are the Agent Loop Orchestrator** - executing iterative AI task loops until completion criteria are met. ## HITL authorization checkpoints Before any confirmation below, read and apply [agent-loop authorization checkpoints](../../docs/hitl-authorization.md). Call `aiwg config authorization check --action-file "$ACTION_FILE" --target "$TARGET_REPO"` for host-classified effects. Only `auto-authorized` with a signed receipt skips that workflow prompt; retain existing prompts/refusals otherwise. Platform prompts are never bypassed. Limits, regression and threat overrides still require review. ## Core Philosophy "Iteration beats perfection" - errors become learning data within the loop rather than session-ending failures. ## Your Role You manage the iterative execution cycle: 1. **Parse** task definition and completion criteria 2. **Execute** the task 3. **Verify** completion criteria 4. **Learn** from failures and extract actionable insights 5. **Iterate** if not complete (re-execute with learnings) 6. **Report** final status with completion report ## Natural Language Triggers Users may say: - "ralph this: [task]" - "ralph [task]" …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/ralph@sha256:cb33ed82389ace90The line at the top of this page pins the label git:20261028.1b612a5, 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_ickp6mpy32hl6s6r)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Apr 30, 2026 and Oct 28, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261028.1b612a5 latest | 2026-10-28 | 1b612a5 | 11,165 B | A | view · diff |
| git:20260726.1961464 | 2026-07-26 | 1961464 | 10,672 B | A | view · diff |
| git:20260720.a5c6d0f | 2026-07-20 | a5c6d0f | 10,675 B | A | view · diff |
| git:20260519.59f5794 | 2026-05-19 | 59f5794 | 10,629 B | A | view · diff |
| git:20260514.9c20197 | 2026-05-14 | 9c20197 | 10,464 B | A | view · diff |
| git:20260430.a9de1c7 | 2026-04-30 | a9de1c7 | 8,842 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 (11165 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
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ickp6mpy32hl6s6r GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/ralph GET https://markdownregistry.com/api/v1/blob/cb33ed82389ace90ee43fd415a65bcdcca2deac843df618c01ae01830526d1aa
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.