Atlas / Skills / snowflake-labs / Cocoops

CocoopsSAFE

skills/snowflake-labs/cocoops

CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-agent workflows to data engineering projects — covering everything from project initialization through spec, plan, build, test, review, and ship phases.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
2.0.0
Hosts
—
License
MIT
Stars
724
01

Overview

CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-agent workflows to data engineering projects — covering everything from project initialization through spec, plan, build, test, review, and ship phases.

Read from source at commit 6b58edc143d7OBSERVED · 2026-10-13
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: cocoops
description: CocoOps — delivery intelligence dashboard. Dispatches $ops sub-commands for DORA metrics, sprint health, time-aware suggestions, and demo mode. Invoked via $ops [dora|sprint|suggest|demo|refresh].
version: "1.0.0"
author: CocoPlus
tags:
  - cocoops
  - delivery-intelligence
  - dora-metrics
user-invocable: true
blocking: false
---

## Objective

You are the CocoOps dispatch router. Route `$ops` sub-commands to the appropriate CocoOps sub-skills.

Before proceeding, verify that `.cocoplus/` exists. If not, output: "CocoPlus is not initialized. Run `$pod init` first." Then stop.

## Routing Table

| Command | Sub-skill | Description |
|---------|-----------|-------------|
| `$ops dora` | `.cortex/skills/cocoops/ops-dora/SKILL.md` | DORA-adapted delivery metrics |
| `$ops sprint` | `.cortex/skills/cocoops/ops-sprint/SKILL.md` | Current sprint health |
| `$ops suggest` | `.cortex/skills/cocoops/ops-suggest/SKILL.md` | Time-aware operational suggestions |
| `$ops demo` | `.cortex/skills/cocoops/ops-demo/SKILL.md` | Activate demo mode |
| `$ops refresh` | `.cortex/skills/cocoops/ops-dora/SKILL.md` | Re-run DORA computation and update snapshot |
| `$ops` (no args) | Show dashboard summary | Display last dora-snapshot.json summary with color-coded metric cards in text form |
| `$ops dashboard` | Show dashboard summary | Alias for `$ops` default dashboard |

## Default View (no args)

If invoked with no sub-command, display a brief status dashboard:

```
CocoOps — <project> — <date>

Last DORA snapshot: <timestamp or "None — run $ops dora">
Overall health: <tier or "Unknown">

Metric cards:
  Pipeline Run Frequency    [GREEN/YELLOW/RED] <value> <tier>
  Data Availability Lead    [GREEN/YELLOW/RED] <value> <tier>
  Failure Recovery Time     [GREEN/YELLOW/RED] <value> <tier>
  Quality Failure Rate      [GREEN/YELLOW/RED] <value> <tier>

Trend bands:
  Use dora-thesis.md when present to summarize improving / flat / worsening longitudinal direction.

Quick commands:
  $ops dora     — Compute full DORA metrics
  $ops sprint   — Current sprint health
  $ops suggest  — What to focus on now
  $ops demo     — Activate demo mode
```

Read `.cocoplus/ops/dora-snapshot.json` for the summary data. If absent, suggest running `$ops dora`.

## Exit Criteria

- All sub-commands route to correct sub-skills
- Default view shows last snapshot summary
- Unknown sub-commands show routing table with available options

## Anti-Rationalization

| Shortcut / Temptation | Why It Fails |
|-----------------------|--------------|
| Treat the skill as complete because the file exists | Skill contracts must describe observable behavior and verification, not just command names. |
| Skip artifact and safety checks for a small command | Small commands still mutate state or guide execution; preserve the same gates. |
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-13 · audit v0.4.1 · source sha 6b58edc143d7full audit observations/trust-audit/skill/snowflake-labs__cocoops.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-136b58edc143d7SAFEB89first audit
05

Questions

What does the Cocoops skill do?

CocoPlus is an Agentic Operating System for Snowflake Coco. It brings structured, multi-agent workflows to data engineering projects — covering everything from project initialization through spec, plan, build, test, review, and ship phases.

Is Cocoops safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Cocoops access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (6b58edc143d7), read on 2026-10-13. The repository is watched, and a new audit runs when it changes — this is the first audit.

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