implement-approach

implement-approach is a skill for Claude Code, Codex from THU-Team-Eureka/EurekAgent. It costs 42 tokens per session (3,909 once invoked), scanned A, original, AGPL-3.0.

A workflow for testing coding ideas against an automated grader. It starts from a given hypothesis, writes code, submits possible solutions, and repeats using the official scores.

In plain words
What is it for?
Use it to explore one optimization strategy, submit candidate solutions, and improve them based on grader results.
Why use it?
It removes the need to manage repeated experiments and score tracking by hand. Each trial stays organized under one approach.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/thu-team-eureka/eurekagent/implement-approach
Any agent
npx skills add THU-Team-Eureka/EurekAgent --skill implement-approach
Clone the repo
git clone --depth 1 https://github.com/THU-Team-Eureka/EurekAgent

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 implement-approach

README.md
[![agentmods](https://agentmods.dev/badge/skills/thu-team-eureka/eurekagent/implement-approach.svg)](https://agentmods.dev/skills/thu-team-eureka/eurekagent/implement-approach)
Your own site
<a href="https://agentmods.dev/skills/thu-team-eureka/eurekagent/implement-approach"><img src="https://agentmods.dev/badge/skills/thu-team-eureka/eurekagent/implement-approach.svg" alt="Measured on agentmods" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,909 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.00042 $0.03909
Opus 5 $0.00021 $0.01954
Sonnet 5 $0.00008 $0.00782
Haiku 4.5 $0.00004 $0.00391

Measured 5d ago against content hash 7a3d6952529a, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

implement-approach scanned grade A with 1 finding 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 5d 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.

Runs shell commandslowCapability

Expected in a hook, worth knowing in a rule or an instructions file.

r = subprocess.run(
.claude/skills/implement-approach/SKILL.md · 329 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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.

  1. 5d ago First seen · 329 lines · 42 tokens per session scan A 7a3d6952529a

Subscribe to this mod's changes

implement-approach is a skill published in the GitHub repository THU-Team-Eureka/EurekAgent (82 stars, last pushed 25d ago), licensed AGPL-3.0. It adds 42 tokens to every session and 3,909 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (runs shell commands). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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