agent-orchestration-improve-agent

agent-orchestration-improve-agent is a skill for Claude Code from sinhoneyy/master-skills. It costs 25 tokens per session (2,170 once invoked), scanned A, original, no licence file.

A method for improving existing AI agents through repeated analysis and changes. It focuses on performance review, prompt writing, and ongoing iteration.

In plain words
What is it for?
Use it to analyze agent performance, refine prompts, and run a continuous improvement process.
Why use it?
It helps locate weaknesses in an agent and improve its results over successive revisions.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the master-skills-ai-agent-builder plugin — 195 skills, 1 plugin shipped together

Good fit Use it to analyze agent performance, refine prompts, and run a continuous improvement process.

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

Made for: Claude Code.

Or install master-skills-ai-agent-builder, the plugin that ships this one along with the rest of its 195 skills, 1 plugin.

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-improve-agent

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/sinhoneyy/master-skills/agent-orchestration-improve-agent"><img src="https://agentmods.dev/badge/skills/sinhoneyy/master-skills/agent-orchestration-improve-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 25 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,170 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 $0.00025 $0.02170
Opus 5 $0.00013 $0.01085
Sonnet 5 $0.00005 $0.00434
Haiku 4.5 $0.00003 $0.00217

Measured 11d ago against content hash 58fcee8a1828, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

agent-orchestration-improve-agent 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 11d 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.

plugins/master-skills-ai-agent-builder/skills/agent-orchestration-improve-agent/SKILL.md · 358 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

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. 11d ago First seen · 358 lines · 25 tokens per session scan A 58fcee8a1828

Subscribe to this mod's changes

agent-orchestration-improve-agent is a skill published in the GitHub repository sinhoneyy/master-skills (12 stars, last pushed 6d ago), with no licence file. It adds 25 tokens to every session and 2,170 once invoked, about $0.0001 per session on Opus 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.