prepare-prompt SKILL.md skillA

prepare-prompt from eai-org/agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add eai-org/agent-toolkit/prepare-prompt@v1.1

Pins v1.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
eai-org/agent-toolkit
Path
skills/prepare-prompt/SKILL.md
Versions recorded
3
Latest version
v1.1, committed Oct 30, 2026
First version recorded
Sep 16, 2026
Size
4,625 bytes
Repository stars
82
License
MIT

Prepare a prompt that hands this session's work to a fresh agent session — to continue it, check it, or pick up what was left open. Use when asked for a prompt or brief for the next session.

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

# Prepare prompt

Write for a session holding only this text — no chat history, no memory of what was meant — and
make it as short as that reader allows: nothing it needs is cut for brevity, nothing else stays.
The reader is a fresh interactive session the user pastes it into; a subagent brief only when the
invocation asks for one, under the same rules.

## Input

The user's goal, in a line, plus this session. Draft at once; ask only what neither settles, one
question at a time, with a recommended answer.

## Content

A suggested order, every part optional: a part is never filled to exist, and two lines are a
complete prompt when two lines cover the case.

1. **Situation** — what exists that the next session builds on, and what is open or was missed,
   each with its identifier (ticket URL, branch, commit, PR, task ids).
2. **Task and deliverable** — what to do, in what form to report or produce it (a chat report
   with a given structure, a file, a code change) and, when the work continues, the check that
   says it is done (a command, a criterion, a file to exist).
3. **Latitude and boundaries** — what it may decide alone, when deviating is fine, what it must
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add eai-org/agent-toolkit/prepare-prompt@sha256:ad445f09bbe6d686

The line at the top of this page pins the label v1.1, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_uydheh4usfz5yr3p.svg)](https://markdownregistry.com/a/art_uydheh4usfz5yr3p)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, between Sep 16, 2026 and Oct 30, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
v1.1 latest2026-10-30 a1de6ae 4,625 BA view · diff
v1.02026-10-21 223c7be 4,076 BA view · diff
v0.12026-09-16 29b505c 3,591 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (4625 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

GitHub

eai-org/agent-toolkit · 82 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uydheh4usfz5yr3p
GET https://markdownregistry.com/api/v1/resolve?ref=eai-org/agent-toolkit/prepare-prompt
GET https://markdownregistry.com/api/v1/blob/ad445f09bbe6d68630c4c642459e42c04d3f8d3227ab8b86634202e1778ebe51

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.

More from eai-org/agent-toolkit

AGENTS.md AGENTS.md file
eai-org/agent-toolkit · AGENTS.md
git:20260913.f03ac1e · audit A · 82 stars
CLAUDE.md CLAUDE.md file
eai-org/agent-toolkit · CLAUDE.md
git:20260817.0a229c6 · audit B · 82 stars
agentify-project SKILL.md skill
eai-org/agent-toolkit · skills/agentify-project/SKILL.md · Make a project agent-ready by converging it toward a canonical agent-neutral structure. Re-runnable, and doubles as an…
v0.5 · audit A · 82 stars
attach-to-ticket SKILL.md skill
eai-org/agent-toolkit · skills/attach-to-ticket/SKILL.md · Attach pasted images, files or URLs to a fetched ticket, saved beside its ticket file and referenced from it, or fill…
v0.4 · audit A · 82 stars
check-ticket-implementation SKILL.md skill
eai-org/agent-toolkit · skills/check-ticket-implementation/SKILL.md · Check how much of a ticket is already implemented and save a per-requirement status report.
v1.3 · audit A · 82 stars
compact-docs-writer SKILL.md skill
eai-org/agent-toolkit · skills/compact-docs-writer/SKILL.md · Draft, rewrite, or refine a doc for maximum token economy without losing any rule or intent. Use for docs kept in…
v1.8 · audit A · 82 stars
compact-skill-creator SKILL.md skill
eai-org/agent-toolkit · skills/compact-skill-creator/SKILL.md · Author or refine a skill for maximum token economy without losing intent. Use when creating any new skill or editing an…
v1.25 · audit A · 82 stars
context-checkup SKILL.md skill
eai-org/agent-toolkit · skills/context-checkup/SKILL.md · Audit what auto-loads into an agent session's context window and suggest lean, reversible fixes to cut startup tokens.
v1.4 · audit A · 82 stars
create-implementation-plan SKILL.md skill
eai-org/agent-toolkit · skills/create-implementation-plan/SKILL.md · Turn a refined requirements document into a structured implementation PLAN.md a fresh session can execute. Planning…
v1.20 · audit A · 82 stars
create-manual-test-instructions SKILL.md skill
eai-org/agent-toolkit · skills/create-manual-test-instructions/SKILL.md · Turn a ticket, requirements document or code change (branch, PR, commit range, diff) into a concise QA manual-test file…
v1.9 · audit A · 82 stars
execute-plan-tasks SKILL.md skill
eai-org/agent-toolkit · skills/execute-plan-tasks/SKILL.md · Execute one task of a plan's task breakdown, then stop for review.
v0.7 · audit A · 82 stars
explain-in-simple-language SKILL.md skill
eai-org/agent-toolkit · skills/explain-in-simple-language/SKILL.md · Explain code, a decision, a recap, or a question to the user, or write a document a human reads, so a fluent but often…
v1.1 · audit A · 82 stars

Every file in eai-org/agent-toolkit

Other files named prepare-prompt

prepare-prompt SKILL.md skill
w1ne/kernelcad-web · src/agent/skills/kernelcad-from-reference/prepare-prompt/SKILL.md · Turn a vague user ask into a Real Object Brief before writing any geometry. The brief is the contract that all…
git:20261023.d4b2520 · audit A · 35 stars

Browse by kind, by grade A, or by owner.