agent-orchestration

agent-orchestration is a skill for Claude Code, Codex from saajunaid/caddis-plugin. It costs 58 tokens per session (7,179 once invoked), scanned A, original, MIT.

A plan for coordinating a coding project from its initial specification through planning, implementation, testing, and debugging. It also explains when to use multiple AI models and how to control their cost.

In plain words
What is it for?
Use it to design an end-to-end agent pipeline, decide when a second model is worthwhile, and map different tasks to suitable models.
Why use it?
Multi-step agent work can become disorganised, with unclear handoffs or unnecessary model usage. This provides a repeatable process for moving work through each stage.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to design an end-to-end agent pipeline, decide when a second model is worthwhile, and map different tasks to suitable models.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/saajunaid/caddis-plugin/agent-orchestration
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 saajunaid/caddis-plugin --skill agent-orchestration
Clone the repo
git clone --depth 1 https://github.com/saajunaid/caddis-plugin

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 agent-orchestration

README.md
[![agentmods](https://agentmods.dev/badge/skills/saajunaid/caddis-plugin/agent-orchestration/github.svg)](https://agentmods.dev/skills/saajunaid/caddis-plugin/agent-orchestration)
Your own site
<a href="https://agentmods.dev/skills/saajunaid/caddis-plugin/agent-orchestration"><img src="https://agentmods.dev/badge/skills/saajunaid/caddis-plugin/agent-orchestration/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 agent-orchestration

Your own site · 80×15
<a href="https://agentmods.dev/skills/saajunaid/caddis-plugin/agent-orchestration"><img src="https://agentmods.dev/badge/skills/saajunaid/caddis-plugin/agent-orchestration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 58 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,179 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 $0.00058 $0.07179
Opus 5.5 $0.00023 $0.02872
Sonnet 5.5 $0.00012 $0.01436
Haiku 4.5 $0.00006 $0.00718

Measured 1mo ago against content hash 16234882f74b, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

agent-orchestration 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 1mo 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.

.github/skills/workflow/agent-orchestration/SKILL.md · 652 lines

The source is not reproduced here

Licensed MIT

The repository is licensed MIT, 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. 1mo ago First seen · 652 lines · 58 tokens per session scan A 16234882f74b

Subscribe to this mod's changes

agent-orchestration is a skill published in the GitHub repository saajunaid/caddis-plugin (0 stars, last pushed 2d ago), licensed MIT. It adds 58 tokens to every session and 7,179 once invoked, about $0.0002 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 2026-09-03.