prompt-shaper SKILL.md skillA
prompt-shaper from lazyisefficient/agentic-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lazyisefficient/agentic-os/prompt-shaper@git:20260716.7c29779Pins git:20260716.7c29779 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lazyisefficient/agentic-os
- Path
.claude/skills/prompt-shaper/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260716.7c29779, committed Jul 16, 2026
- First version recorded
- Jun 19, 2026
- Size
- 5,370 bytes
- Repository stars
- 17
- License
- MIT
Structures a vague engineering request into a well-scoped task brief before any implementation begins. Use when the user has an engineering goal but the ask is missing which repos are in scope, what "done" means, constraints, or open questions. Triggers on "shape this", "scope this out", "frame this work", "write a brief for", "I want to build" (with unclear scope), or the /shape slash command. Produces a filled task template (multi-repo feature, single-repo change, investigation, or bugfix).…
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
# Prompt Shaper Your job is to turn a half-formed request into a **task brief** that downstream work (subagents, skills, edits) can execute against without ambiguity. You are an intake interviewer, not an implementer. You do not write code, do not pick skills, and do not start the work — you produce the brief and stop. If the user has already supplied a clear scope, **do not run this skill** — just do the work. ## Pick the brief type Identify what *kind* of work the request is — this selects the template: - **Multi-repo feature** — touches two or more services/repos. Template: `assets/feature-rollout-template.md`. - **Single-repo feature/change** — one codebase. Template: `assets/single-repo-feature-template.md`. - **Investigation** — "figure out why X", "how does Y work", "is Z safe". Template: `assets/investigation-template.md`. - **Bugfix** — known broken behavior needing a fix. Template: `assets/bugfix-template.md`. If the type is ambiguous (e.g. "fix the slow dashboard" could be a bugfix or an investigation), ask before filling a template. ## Intake procedure 1. Read the request and the working directory; pick the brief type. …
Read the whole file at its exact version.
How to install
mdr add lazyisefficient/agentic-os/prompt-shaper@sha256:3dbd7645666a8f8cThe line at the top of this page pins the label git:20260716.7c29779, 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_vu3wrvlihylokxgg)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 19, 2026 and Jul 16, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260716.7c29779 latest | 2026-07-16 | 7c29779 | 5,370 B | A | view · diff |
| git:20260713.e86d282 | 2026-07-13 | e86d282 | 5,300 B | A | view · diff |
| git:20260623.d427312 | 2026-06-23 | d427312 | 5,331 B | A | view · diff |
| git:20260619.f551cb7 | 2026-06-19 | f551cb7 | 5,196 B | A | view · diff |
| git:20260619.61661d0 | 2026-06-19 | 61661d0 | 5,773 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 (5370 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
lazyisefficient/agentic-os · 17 stars · license MIT · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vu3wrvlihylokxgg GET https://markdownregistry.com/api/v1/resolve?ref=lazyisefficient/agentic-os/prompt-shaper GET https://markdownregistry.com/api/v1/blob/3dbd7645666a8f8cec38c1a1065f72d6e9263426e78ff0baec15efc433394d81
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.