meter-estimate SKILL.md skillA
meter-estimate 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/meter-estimate@v1.0.3Pins v1.0.3 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/cocometer/meter-estimate/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.3, committed Sep 30, 2026
- Size
- 3,449 bytes
- Repository stars
- 728
- License
- MIT
Pre-flight token and cost estimation for a planned action. Analyzes the current plan or a described action and estimates token consumption, Snowflake credit usage, and whether it exceeds configured thresholds.
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 estimate token and cost impact before executing an action.
Before proceeding, verify that `.cocoplus/` exists.
If not: output "CocoPlus not initialized in this directory. Run `$pod init` to begin." Then stop.
If no argument provided: read `.cocoplus/flow.json` to estimate the full pipeline.
If argument provided (e.g., `$meter estimate "run 3-stage pipeline"`): estimate the described action.
## Estimation Approach
For pipeline estimation:
- Count stages in flow.json
- For each stage, estimate based on persona and typical workload:
- data-engineer: ~8,000 tokens/stage (SQL-heavy)
- analytics-engineer: ~6,000 tokens/stage (semantic modeling)
- data-scientist: ~12,000 tokens/stage (notebook + analysis)
- data-analyst: ~4,000 tokens/stage (queries + reporting)
- bi-analyst: ~3,000 tokens/stage (visualization spec)
- data-product-manager: ~2,000 tokens/stage (documentation)
- data-steward: ~3,000 tokens/stage (governance)
- chief-data-officer: ~2,000 tokens/stage (review)
## Apply Accuracy Learning Calibration
Read `.cocoplus/meter/adjustment-factor.json` if it exists:
```json
{ "factor": N, "sample_size": N, "computed_at": "..." }
```
…Read the whole file at its exact version.
How to install
mdr add snowflake-labs/cocoplus/meter-estimate@sha256:9ae8140d265e7280The line at the top of this page pins the label v1.0.3, 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_gtb2yhdcomshcxnp)
3 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 (3449 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_gtb2yhdcomshcxnp GET https://markdownregistry.com/api/v1/resolve?ref=snowflake-labs/cocoplus/meter-estimate GET https://markdownregistry.com/api/v1/blob/9ae8140d265e7280185db1a39e45947c60053ade519f77d9c0a7c22f6f47b73d
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.