scip-expert

scip-expert is an agent for Claude Code from jkitchin/discopt. It costs 76 tokens per session (3,709 once invoked), scanned A, original, EPL-2.0.

A specialist agent for SCIP, an open-source solver for constraint and mixed-integer nonlinear optimisation problems.

In plain words
What is it for?
Use it to reason about spatial branch-and-bound, constraint handlers, cutting methods, presolve, expressions, nonlinear handling, and discopt-versus-SCIP comparisons.
Why use it?
It provides focused expertise when the solver architecture or a comparison with discopt is difficult to understand.

Agent for Claude Code

Written for Claude Code: a Claude Code subagent (agents/*.md).

Good fit Use it to reason about spatial branch-and-bound, constraint handlers, cutting methods, presolve, expressions, nonlinear handling, and discopt-versus-SCIP comparisons.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/jkitchin/discopt/scip-expert
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.

Clone the repo
git clone --depth 1 https://github.com/jkitchin/discopt

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.

agentmods badge for scip-expert

README.md
[![agentmods](https://agentmods.dev/badge/agents/jkitchin/discopt/scip-expert/github.svg)](https://agentmods.dev/agents/jkitchin/discopt/scip-expert)
Your own site
<a href="https://agentmods.dev/agents/jkitchin/discopt/scip-expert"><img src="https://agentmods.dev/badge/agents/jkitchin/discopt/scip-expert/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 scip-expert

Your own site · 80×15
<a href="https://agentmods.dev/agents/jkitchin/discopt/scip-expert"><img src="https://agentmods.dev/badge/agents/jkitchin/discopt/scip-expert.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 76 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,709 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00076 $0.03709
Opus 5.5 $0.00030 $0.01484
Sonnet 5.5 $0.00015 $0.00742
Haiku 4.5 $0.00008 $0.00371

Measured 2mo ago against content hash 7c70c78fafe7, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

scip-expert 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.

python/discopt/skills/agents/scip-expert.md · 205 lines

The source is not reproduced here

Licensed EPL-2.0

The repository is licensed EPL-2.0, 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. 2mo ago First seen · 205 lines · 76 tokens per session scan A 7c70c78fafe7

Subscribe to this mod's changes

scip-expert is an agent published in the GitHub repository jkitchin/discopt (33 stars, last pushed yesterday), licensed EPL-2.0. It adds 76 tokens to every session and 3,709 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 2026-08-30.

Related

scip-expert compared with agents from other repositories

scip-expert next to 6 agents from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
scip-expertjkitchin/discoptAgent33yesterdayEPL-2.0A76Claude Code
editorpedrohcgs/claude-code-my-workflowAgent1.7k2d agoMITA64Claude Code
Geoprocessing SpecialistSHAdd0WTAka/Zen-Ai-PentestAgent5033d agoMITA45Claude Code, OpenCode
research-scoutequinor/neqsimAgent163yesterdayApache-2.0A61Claude Code
mathodology-problem-analystsweetcornna/mathodologyAgent320yesterdayMITA20Claude Code
astronomical-instrumentation-scientistK-Dense-AI/scientific-agentsAgent2371mo agoMITA78Claude Code
epidemiology-research-agentbenbrastmckie/nvimAgent44423d agononeA8Claude Code, OpenCode