ralph-loop-kiro-specs SKILL.md skillA
ralph-loop-kiro-specs from fabricioctelles/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fabricioctelles/skills/ralph-loop-kiro-specs@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fabricioctelles/skills
- Path
skills/ralph-loop-kiro-specs/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0, committed Jun 27, 2026
- First version recorded
- Apr 29, 2026
- Size
- 10,560 bytes
- Repository stars
- 132
- License
- Apache-2.0
Automated iterative agent runner for spec-based development in Kiro. Wraps kiro-cli in a self-correcting bash loop that picks up tasks from a Kiro spec, implements them one at a time, verifies against exit criteria, and accumulates corrections and codebase patterns across iterations. Use this skill when the user mentions "ralph loop", "ralph", "spec loop", "iterative spec runner", "run my spec tasks automatically", "kiro spec automation", "self-correcting agent loop…
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
# Ralph Loop for Kiro Specs An automated, iterative agent runner that drives spec-based development in [Kiro](https://kiro.dev). It wraps `kiro-cli` in a bash loop, feeding it a carefully engineered prompt that turns Kiro into a disciplined, self-correcting implementation agent — one that picks up tasks from a spec, implements them, verifies its own work, and learns from its mistakes across iterations. > **Attribution:** Based on [ralph-loop-kiro-specs](https://github.com/mreferre/ralph-loop-kiro-specs) by [mreferre](https://github.com/mreferre), licensed under Apache License 2.0. ## When to Use - Automate implementation of Kiro spec tasks through repeated agent iterations - Drive a spec from start to finish without manual prompt-by-prompt interaction - Set up the Ralph Loop in a new project - Troubleshoot a stuck or failed Ralph Loop run - Understand how progress tracking, corrections, and codebase patterns work - Generate or interpret the summary dashboard after completion ## Prerequisites | Requirement | Details | |---|---| | Kiro CLI | `kiro-cli` must be installed and on `PATH` ([kiro.dev/cli](https://kiro.dev/cli/)) | …
Read the whole file at its exact version.
How to install
mdr add fabricioctelles/skills/ralph-loop-kiro-specs@sha256:0b995f3cf8a4d0ccThe line at the top of this page pins the label v1.0, 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_fcns6ezuzpzjdfnv)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 29, 2026 and Jun 27, 2026, about one every 60 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0 latest | 2026-06-27 | 5a02e56 | 10,560 B | A | view · diff |
| v1.0 | 2026-04-29 | e1eac15 | 10,517 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 (10560 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
fabricioctelles/skills · 132 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fcns6ezuzpzjdfnv GET https://markdownregistry.com/api/v1/resolve?ref=fabricioctelles/skills/ralph-loop-kiro-specs GET https://markdownregistry.com/api/v1/blob/0b995f3cf8a4d0cc65707f364d628ec56c08c655b7d0a52ba9132b534c439781
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.