observer SKILL.md skillA
observer from snowflake-labs/cocoplus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add snowflake-labs/cocoplus/observer@v2.0.0Pins v2.0.0 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/cocobrew/observer/SKILL.md- Versions recorded
- 1
- Latest version
- v2.0.0, committed Sep 30, 2026
- Size
- 2,685 bytes
- Repository stars
- 728
- License
- MIT
Run the read-only CocoObserver skill observation loop for CocoBrew improvement and simplification signals.
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 observe CocoPlus skills without modifying them. ## Behavior CocoObserver is eyes-only. It reads skill files, hooks, docs, and validation output to identify: - improvement opportunities, - simplification opportunities, - cross-cutting principles that apply to many skills, - open-source/internal boundary risks. It never edits files. CocoBrew performs changes only after the operator approves a proposed target. ## Detection Signals - **Skill discovery:** when three or more session signals match a skill category, append a discovery record instead of surfacing immediate advice. CocoPilot may later choose one discovery to present. - **Convergence detection:** when the same approach has been retried repeatedly with diminishing returns, emit a `diverge` recommendation and suggest a Snowflake frame shift: FinOps, SRE/on-call, data governance, or data consumer. - **Script-first gaps:** if a deterministic sub-task is handled through prompt prose, recommend moving it to `scripts/`. - **Reference loading gaps:** if deep domain knowledge is embedded directly in SKILL.md, recommend moving it to `references/` and loading on demand. …
Read the whole file at its exact version.
How to install
mdr add snowflake-labs/cocoplus/observer@sha256:7d905f106511a2cfThe line at the top of this page pins the label v2.0.0, 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_nklblp3no33qcazv)
2 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.
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 (2685 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
snowflake-labs/cocoplus · 728 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nklblp3no33qcazv GET https://markdownregistry.com/api/v1/resolve?ref=snowflake-labs/cocoplus/observer GET https://markdownregistry.com/api/v1/blob/7d905f106511a2cf30be51094d5b04dd249bbe6055680bc017124928f6e30313
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 snowflake-labs/cocoplus
Every file in snowflake-labs/cocoplus