What is evaluator-skill?

Una herramienta para revisar y optimizar un proyecto MEF después de ejecutar su código. Audita los datos y el panel, comprueba resultados mediante MCP y documenta los cambios.

Sirve para revisar paneles, mejorar el uso de `st.cachedata`, aplicar CSS, corregir el diseño y generar `docs/evaluatorreport.md` para mostrarlo en la pestaña 4.

Ayuda a encontrar problemas de datos, rendimiento, estilos y distribución antes de dar por terminado el panel. También deja un informe escrito de la auditoría.

How DiegoTurpo/mef_subnational_efficiency

Reuse

Borrowing it

Nothing to install: this file belongs to DiegoTurpo/mef_subnational_efficiency_mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/DiegoTurpo/mef_subnational_efficiency_mcp/main/.claude/skills/evaluator-skill/SKILL.md

Clone the repo

git clone --depth 1 https://github.com/DiegoTurpo/mef_subnational_efficiency_mcp

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill/github.svg)](https://agentmods.dev/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill)

Your own site

<a href="https://agentmods.dev/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill"><img src="https://agentmods.dev/badge/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill"><img src="https://agentmods.dev/badge/skills/diegoturpo/mef_subnational_efficiency_mcp/evaluator-skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 76 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 511 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00076	$0.00511
Opus 5.5	$0.00030	$0.00204
Sonnet 5.5	$0.00015	$0.00102
Haiku 4.5	$0.00008	$0.00051

Measured 2mo ago against content hash 7a1e281e1c33, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

evaluator-skill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/skills/evaluator-skill/SKILL.md · 42 lines

The source is not reproduced here

No licence file

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 42 lines · 76 tokens per session scan A 7a1e281e1c33

Subscribe to this mod's changes

evaluator-skill is a skill published in the GitHub repository DiegoTurpo/mef_subnational_efficiency_mcp (0 stars, last pushed 4mo ago), with no licence file. It adds 76 tokens to every session and 511 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Analytics and metrics

evaluator-skill next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
evaluator-skillDiegoTurpo/mef_subnational_efficiency_mcp	Skill	0	4mo ago	none	A	76	Claude Code
imagegenopenai/codex	Skill	133k	yesterday	Apache-2.0	A	113	Codex
playwright-climicrosoft/playwright	Skill	99k	yesterday	Apache-2.0	A	19	Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginners	Skill	79k	4d ago	MIT	A	200	Claude Code, Codex
systematic-debuggingobra/superpowers	Skill	313k	3d ago	MIT	A	21	Claude Code
next-cache-components-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	95	Claude Code
next-partial-prefetching-adoptionvercel/next.js	Skill	143k	yesterday	MIT	A	103	Claude Code

mef_subnational_efficiency_mcp: Skill for Claude Code