improvement-suggester

improvement-suggester is an agent for Claude Code from yebot/rad-cc-plugins. It costs 40 tokens per session (3,349 once invoked), scanned B, original, no licence file.

An agent that turns lessons from analyzed coding sessions into specific suggestions for improving CLAUDE.md files, agents, and documentation.

In plain words
What is it for?
Use it after session analysis to create actionable improvement suggestions.
Why use it?
It converts general session findings into concrete changes that can improve future work instructions and project documentation.

Agent for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: model in frontmatter.

Part of the learning-loop plugin — 1 skill, 2 commands, 2 agents shipped together

Good fit Use it after session analysis to create actionable improvement suggestions.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/yebot/rad-cc-plugins/improvement-suggester
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/yebot/rad-cc-plugins

Made for: Claude Code.

Or install learning-loop, the plugin that ships this one along with the rest of its 1 skill, 2 commands, 2 agents.

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 improvement-suggester

README.md
[![agentmods](https://agentmods.dev/badge/agents/yebot/rad-cc-plugins/improvement-suggester/github.svg)](https://agentmods.dev/agents/yebot/rad-cc-plugins/improvement-suggester)
Your own site
<a href="https://agentmods.dev/agents/yebot/rad-cc-plugins/improvement-suggester"><img src="https://agentmods.dev/badge/agents/yebot/rad-cc-plugins/improvement-suggester/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 improvement-suggester

Your own site · 80×15
<a href="https://agentmods.dev/agents/yebot/rad-cc-plugins/improvement-suggester"><img src="https://agentmods.dev/badge/agents/yebot/rad-cc-plugins/improvement-suggester.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 40 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 3,349 The whole file, excluding the scripts and references it only reads on demand.
Security scan B 1 finding. 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 $0.00040 $0.03349
Opus 5.5 $0.00016 $0.01340
Sonnet 5.5 $0.00008 $0.00670
Haiku 4.5 $0.00004 $0.00335

Measured 1mo ago against content hash f5eee001ead6, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

improvement-suggester scanned grade B 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 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.

Reads agent configuration directoriesmediumAgent snooping

.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.

find . -name "CLAUDE.md" -o -name "CLAUDE.local.md" -o -name "*.md" -path "*/.claude/rules/*" 2>/dev/null | grep -v node_modules
plugins/learning-loop/agents/improvement-suggester.md · 506 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. 1mo ago First seen · 506 lines · 40 tokens per session scan B f5eee001ead6

Subscribe to this mod's changes

improvement-suggester is an agent published in the GitHub repository yebot/rad-cc-plugins (9 stars, last pushed 10mo ago), with no licence file. It adds 40 tokens to every session and 3,349 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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