dream SKILL.md skillA

dream from snowflake-labs/cocoplus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add snowflake-labs/cocoplus/dream@v1.0.1

Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
snowflake-labs/cocoplus
Path
.cortex/skills/cododream/dream/SKILL.md
Versions recorded
1
Latest version
v1.0.1, committed Sep 30, 2026
Size
4,050 bytes
Repository stars
727
License
MIT

Distill prompt iteration patterns from past sessions into reviewed lesson candidates. Requires at least one function with 3+ prompt versions in .cocoplus/prompts/. Launches CocoCupper subagent to cluster patterns and writes candidates to .cocoplus/grove/dream-<timestamp>.md for developer review.

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

Your objective is to distill prompt iteration patterns from past sessions into lesson candidates for developer review.

## Pre-flight Check

Check that `.cocoplus/` exists. If not:
Output: "CocoPlus not initialized in this directory. Run `$pod init` to begin." Then stop.

## Scan for Qualifying Prompt Histories

Scan `.cocoplus/prompts/` for all versioned prompt files and their associated `-meta.json` files.

Group files by function name. A function qualifies if it has **3 or more version files**.

If no qualifying functions found (all functions have < 3 versions):
Output:
```
No functions have enough iteration history for distillation yet.
CocoDream requires at least 3 prompt versions for a function.
Current state: <list each function with its version count>
Continue building with $prompt new and $prompt compare to accumulate iteration history.
```
Then stop.

## Launch Distillation

Activate the `coco-cupper` subagent with all qualifying iteration histories as context. Instruct the subagent to:

1. For each qualifying function, analyse the sequence of prompt versions and their associated evaluation scores from `-meta.json` files
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add snowflake-labs/cocoplus/dream@sha256:5096285979b5e897

The line at the top of this page pins the label v1.0.1, 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_b4oz34gsmyxjqpsu.svg)](https://markdownregistry.com/a/art_b4oz34gsmyxjqpsu)

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

Versions

The registry has recorded 1 version of this file, committed on Sep 30, 2026.

versioncommittedcommitsizeaudit
v1.0.1 latest2026-09-30 1673269 4,050 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 (4050 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

snowflake-labs/cocoplus · 727 stars · license MIT · pushed 2026-10-04 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b4oz34gsmyxjqpsu
GET https://markdownregistry.com/api/v1/resolve?ref=snowflake-labs/cocoplus/dream
GET https://markdownregistry.com/api/v1/blob/5096285979b5e897c1f9d98963f777cbe0299df1f1c498f66870c74f2f9b228b

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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