evals-context

evals-context is a skill for Claude Code, Codex from zgsm-ai/costrict. It costs 84 tokens per session (1,856 once invoked), scanned A, a copy of evals-context, Apache-2.0.

A set of instructions explaining the project’s evaluation system, including where evaluation code, management tools, and the public results page live in the monorepo, a repository containing multiple related projects.

In plain words
What is it for?
Use it when modifying evaluation infrastructure, adding exercises or languages, managing evaluation runs, or updating evaluation pages.
Why use it?
It prevents work from being placed in the wrong evaluation-related directory and clarifies the difference between running evaluations and displaying their results.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when modifying evaluation infrastructure, adding exercises or languages, managing evaluation runs, or updating evaluation pages.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zgsm-ai/costrict/evals-context
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add zgsm-ai/costrict --skill evals-context
Clone the repo
git clone --depth 1 https://github.com/zgsm-ai/costrict

Made for: Claude Code, Codex.

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.

agentmods badge for evals-context

README.md
[![agentmods](https://agentmods.dev/badge/skills/zgsm-ai/costrict/evals-context/github.svg)](https://agentmods.dev/skills/zgsm-ai/costrict/evals-context)
Your own site
<a href="https://agentmods.dev/skills/zgsm-ai/costrict/evals-context"><img src="https://agentmods.dev/badge/skills/zgsm-ai/costrict/evals-context/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.

agentmods 80×15 button for evals-context

Your own site · 80×15
<a href="https://agentmods.dev/skills/zgsm-ai/costrict/evals-context"><img src="https://agentmods.dev/badge/skills/zgsm-ai/costrict/evals-context.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 84 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,856 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 98% copy Near-identical to another mod 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00084 $0.01856
Opus 5.5 $0.00034 $0.00742
Sonnet 5.5 $0.00017 $0.00371
Haiku 4.5 $0.00008 $0.00186

Measured 2mo ago against content hash edd86e15cc74, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

evals-context 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.

Origin

This is a copy

98% identical to evals-context — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.roo/skills/evals-context/SKILL.md · 189 lines

How it starts

The opening of the file, as written. The whole thing — 189 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Evals Codebase Context

When to Use This Skill

Use this skill when the task involves:

  • Modifying or debugging the evals execution infrastructure
  • Adding new eval exercises or languages
  • Working with the evals web interface (apps/web-evals)
  • Modifying the public evals display page on roocode.com
  • Understanding where evals code lives in this monorepo

When NOT to Use This Skill

Do NOT use this skill when:

  • Working on unrelated parts of the codebase (extension, webview-ui, etc.)
  • The task is purely about the VS Code extension's core functionality
  • Working on the main website pages that don't involve evals

Key Disambiguation: Two "Evals" Locations

This monorepo has two distinct evals-related locations that can cause confusion:

Component Path Purpose
Evals Execution System packages/evals/ Core eval infrastructure: CLI, DB schema, Docker configs
Evals Management UI apps/web-evals/ Next.js app for creating/monitoring eval runs (localhost:3446)
Website Evals Page apps/web-roo-code/src/app/evals/ Public roocode.com page displaying eval results
External Exercises Repo Roo-Code-Evals Actual coding exercises (NOT in this monorepo)

Directory Structure Reference

packages/evals/ - Core Evals Package

packages/evals/
├── ARCHITECTURE.md          # Detailed architecture documentation
├── ADDING-EVALS.md          # Guide for adding new exercises/languages
├── README.md                # Setup and running instructions
├── docker-compose.yml       # Container orchestration
├── Dockerfile.runner        # Runner container definition
├── Dockerfile.web           # Web app container
├── drizzle.config.ts        # Database ORM config
├── src/
│   ├── index.ts             # Package exports
│   ├── cli/                 # CLI commands for running evals
│   │   ├── runEvals.ts      # Orchestrates complete eval runs
│   │   ├── runTask.ts       # Executes individual tasks in containers
│   │   ├── runUnitTest.ts   # Validates task completion via tests
│   │   └── redis.ts         # Redis pub/sub integration
│   ├── db/
│   │   ├── schema.ts        # Database schema (runs, tasks)
│   │   ├── queries/         # Database query functions
│   │   └── migrations/      # SQL migrations
│   └── exercises/
│       └── index.ts         # Exercise loading utilities
└── scripts/
    └── setup.sh             # Local macOS setup script

Read the full file on GitHub · 189 lines

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.

  1. 2mo ago First seen · 189 lines · 84 tokens per session scan A edd86e15cc74

Subscribe to this mod's changes

evals-context is a skill published in the GitHub repository zgsm-ai/costrict (4,462 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 84 tokens to every session and 1,856 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 98% identical to evals-context, differing in 4 lines, and is treated as a copy.

Related

evals-context compared with skills from other repositories

evals-context next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
evals-contextzgsm-ai/costrictSkill4.5k1mo agoApache-2.0A84Claude Code, Codex
shapsynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A109Claude Code, Codex
rowansynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A115Claude Code, Codex
arboretosynthetic-sciences/openscienceSkill4.3k2d agoApache-2.0A66Claude Code, Codex
goal-calculator-repairzhnt/loushangSkill2.0kyesterdayApache-2.0A16Claude Code, Codex
lastlight-evals-loopnearform/lastlightSkill442d agoMITA200Claude Code
issue-triagenearform/lastlightSkill442d agoMITA46Claude Code, Codex