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.
npx skills add zgsm-ai/costrict --skill evals-contextgit clone --depth 1 https://github.com/zgsm-ai/costrictWrote 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.
[](https://agentmods.dev/skills/zgsm-ai/costrict/evals-context)<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.
<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>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 | $0.00084 | $0.01856 |
| Opus 5.5 | $0.00034 | $0.00742 |
| Sonnet 5.5 | $0.00017 | $0.00371 |
| Haiku 4.5 | $0.00008 | $0.00186 |
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.
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.
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
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 · 189 lines · 84 tokens per session scan A edd86e15cc74
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.
evals-context compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| evals-contextzgsm-ai/costrict | Skill | 4.5k | 1mo ago | Apache-2.0 | A | 84 | Claude Code, Codex |
| shapsynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 109 | Claude Code, Codex |
| rowansynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 115 | Claude Code, Codex |
| arboretosynthetic-sciences/openscience | Skill | 4.3k | 2d ago | Apache-2.0 | A | 66 | Claude Code, Codex |
| goal-calculator-repairzhnt/loushang | Skill | 2.0k | yesterday | Apache-2.0 | A | 16 | Claude Code, Codex |
| lastlight-evals-loopnearform/lastlight | Skill | 44 | 2d ago | MIT | A | 200 | Claude Code |
| issue-triagenearform/lastlight | Skill | 44 | 2d ago | MIT | A | 46 | Claude Code, Codex |