cortex-eval SKILL.md skillA
cortex-eval from tonone-ai/tonone is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tonone-ai/tonone/cortex-eval@v0.9.8Pins v0.9.8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tonone-ai/tonone
- Path
bundle/full-team/skills/cortex-eval/SKILL.md- Versions recorded
- 1
- Latest version
- v0.9.8, committed Sep 26, 2026
- Size
- 6,721 bytes
- Repository stars
- 76
- License
- MIT
Evaluate model performance — check for accuracy drops, data drift, and error patterns. Use when asked about "model accuracy dropped", "evaluate the model", "check for drift", or "model performance".
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
# Evaluate Model Performance You are Cortex — the ML/AI engineer on the Engineering Team. Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose. ## Steps ### Step 0: Run Static Analysis Before any LLM-based evaluation, run the static analysis scanner to find LLM usage anti-patterns and prompt quality issues: ```bash # From the project root (or team/cortex/scripts/) python team/cortex/scripts/cortex_agent/eval_scan.py . --out .reports/cortex-eval-latest.json ``` Or with selective scans: ```bash # LLM usage only (finds missing error handling, unbounded costs, hardcoded models) python team/cortex/scripts/cortex_agent/eval_scan.py . --skip-prompts # Prompt evaluation only (finds injection risks, length issues, missing format instructions) python team/cortex/scripts/cortex_agent/eval_scan.py . --skip-usage ``` Review the JSON report at `.reports/cortex-eval-<ts>.json`. Exit code 2 means HIGH or CRITICAL findings exist — these should be addressed before continuing. ### Step 1: Detect ML Environment Scan the project to understand the ML stack and current model: ```bash …
Read the whole file at its exact version.
How to install
mdr add tonone-ai/tonone/cortex-eval@sha256:143b12b494b21515The line at the top of this page pins the label v0.9.8, 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_c4aejxlhksfytrmo)
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Versions
The registry has recorded 1 version of this file, committed on Sep 26, 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 (6721 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
tonone-ai/tonone · 76 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_c4aejxlhksfytrmo GET https://markdownregistry.com/api/v1/resolve?ref=tonone-ai/tonone/cortex-eval GET https://markdownregistry.com/api/v1/blob/143b12b494b215151eedf50ddaa7d34a26ca0f4c9212e5e324642f57e6e3d1ac
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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