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 agentmods add agents/docxology/codomyrmex/agent_comparisongit clone --depth 1 https://github.com/docxology/codomyrmexWhat 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 | $0.00000 | $0.03195 |
| Opus 5 | $0.00000 | $0.01597 |
| Sonnet 5 | $0.00000 | $0.00639 |
| Haiku 4.5 | $0.00000 | $0.00319 |
Grade A, and why
AGENT_COMPARISON 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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 501 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent Comparison Guide
Version: v1.3.0 | Status: Active | Last Updated: March 2026
Overview
This document provides a comprehensive comparison of all available agents in the Codomyrmex agents module, helping you choose the right agent for your specific use case.
Agent Categories
CLI-based Agents
These agents execute via command-line tools installed on your system:
| Agent | Command | Provider | Key Features |
|---|---|---|---|
| jules | jules |
Jules CLI | Command-based execution, simple interface |
| gemini | gemini |
OAuth/API key auth, slash commands, @ file operations | |
| opencode | opencode |
OpenCode | Open-source alternative, CLI-based |
| mistral_vibe | vibe, vibe-acp |
Mistral AI | Mistral models, vibe CLI tool |
| every_code | code, coder |
Every Code | Multi-agent orchestration, special commands (/plan, /solve, /code, /auto), browser integration |
API-based Agents
These agents integrate directly with provider APIs:
| Agent | Provider | Key Features |
|---|---|---|
| claude | Anthropic | Advanced reasoning, high-quality responses, API-based |
| codex | OpenAI | Code-focused models, OpenAI API integration |
| o1 | OpenAI | o1/o3 reasoning models, extended thinking, chain-of-thought |
| deepseek | DeepSeek | DeepSeek Coder, cost-effective, strong code performance |
| qwen | Alibaba | Qwen-Coder, multilingual, code completion |
Local Agents
| Agent | Provider | Key Features |
|---|---|---|
| ollama | Ollama | Local LLM execution, no API costs, privacy-first |
Detailed Comparison
Jules (jules)
Type: CLI-based
Best For: Simple command-based code generation tasks
Features:
- Command-based execution
- Simple interface
- Fast execution
- No API keys required (uses installed CLI)
Limitations:
- Limited to Jules CLI capabilities
- No advanced reasoning features
Configuration:
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.
- 2d ago First seen · 501 lines · 0 tokens per session scan A 5cae20a4b433
AGENT_COMPARISON is an agent published in the GitHub repository docxology/codomyrmex (11 stars, last pushed 2d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,195 tokens. 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.
Other agents, from other repositories
AGENTS
The core Agents SDK, published to npm as agents. This is the most complex package in the monorepo.
AGENTS
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
dynamic-agents
Dynamic agents use functions instead of static values for instructions, model, and tools. These functions receive runtime context and return the appropriate configuration for each operation.
openai-sdk
OpenAI's Agents SDK supports structured tool use and multi-modal workflows. ContextForge can serve as a unified tool registry for OpenAI agents.
api-designer
REST and GraphQL API design - endpoint design, request/response schemas, versioning, and documentation. Use for designing new APIs or evolving existing ones.
accessibility-specialist
Accessibility expert: WCAG 2.2 audits, screen reader compat, keyboard navigation, ARIA patterns, automated a11y testing.