skill-benchmarking SKILL.md skillA
skill-benchmarking from rusel95/ios-agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rusel95/ios-agent-skills/skill-benchmarking@git:20260402.2fa77b8Pins git:20260402.2fa77b8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rusel95/ios-agent-skills
- Path
scripts/benchmarking/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260402.2fa77b8, committed Apr 2, 2026
- Size
- 19,568 bytes
- Repository stars
- 12
- License
- MIT
Run skill benchmarks with discriminating-only assertions against evals.json for any model and any AI agent. Use when benchmarking a skill against a model not yet tested, running with_skill/without_skill eval pairs, producing benchmark-<model>.json, re-grading an existing run, adding Phase 2 model comparison results, reviewing results in the eval viewer, updating README benchmark tables, or cleaning non-discriminating assertions from evals.json. Enforces strict grader isolation…
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
# Skill Benchmarking Strict, agent-agnostic benchmark runner for `evals.json` skill evaluation. Produces `benchmark-<model>.json` with pass rates and a discriminating assertion list. Only assertions that actually discriminate between with-skill and without-skill responses are kept; non-discriminating noise is removed via the assertion hygiene process. This skill works with **any AI coding assistant** -- Claude Code, Gemini CLI, GitHub Copilot, Cursor, Windsurf, or any agent that can read files and run shell commands. --- ## Quick Start for Non-Claude Agents If you are using **Gemini CLI**, **GitHub Copilot**, **Cursor**, or another AI coding assistant: 1. **Read this file** (`scripts/benchmarking/SKILL.md`) -- it is the complete workflow guide 2. **Follow the phases below** in order. Each phase tells you exactly what to do 3. **Run Python scripts** via your terminal or shell tool. All scripts use only the Python standard library (no pip installs needed) 4. **For grading** (Phase 3), you MUST use a separate/fresh context that has NOT read the skill being tested. If your agent supports subagents or separate chat sessions, use that. If not, start a new chat session for grading …
Read the whole file at its exact version.
How to install
mdr add rusel95/ios-agent-skills/skill-benchmarking@sha256:5c81e0fcf2e9a884The line at the top of this page pins the label git:20260402.2fa77b8, 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_ceaeabi6eqhlgajl)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Apr 2, 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 (19568 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
rusel95/ios-agent-skills · 12 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ceaeabi6eqhlgajl GET https://markdownregistry.com/api/v1/resolve?ref=rusel95/ios-agent-skills/skill-benchmarking GET https://markdownregistry.com/api/v1/blob/5c81e0fcf2e9a8849b3ee5b7cb95a9d2a7ceddbb88fcf65452cc6f781a21e2d7
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 rusel95/ios-agent-skills
Every file in rusel95/ios-agent-skills