evolve

evolve is a command for Claude Code from datum-cloud/claude-code-plugins. It costs 38 tokens per session (2,261 once invoked), scanned B, original, no licence file.

A command that finds repeated lessons in review results and work sessions, then records them as reusable patterns and agent guidance.

In plain words
What is it for?
Use it periodically to review findings, maintain a pattern list, and update runbooks with patterns judged reliable.
Why use it?
It reduces the need to rediscover the same lessons and helps keep the agent's guidance aligned with recent work.

Command for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: model in frontmatter.

Part of the datum-platform plugin — 34 skills, 8 commands, 16 agents, 2 hooks shipped together

Good fit Use it periodically to review findings, maintain a pattern list, and update runbooks with patterns judged reliable.

Compare 6 commands from other repositories ↓
Install with agentmods
npx agentmods add commands/datum-cloud/claude-code-plugins/evolve
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/datum-cloud/claude-code-plugins

Made for: Claude Code.

Or install datum-platform, the plugin that ships this one along with the rest of its 34 skills, 8 commands, 16 agents, 2 hooks.

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 evolve

README.md
[![agentmods](https://agentmods.dev/badge/commands/datum-cloud/claude-code-plugins/evolve/github.svg)](https://agentmods.dev/commands/datum-cloud/claude-code-plugins/evolve)
Your own site
<a href="https://agentmods.dev/commands/datum-cloud/claude-code-plugins/evolve"><img src="https://agentmods.dev/badge/commands/datum-cloud/claude-code-plugins/evolve/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 evolve

Your own site · 80×15
<a href="https://agentmods.dev/commands/datum-cloud/claude-code-plugins/evolve"><img src="https://agentmods.dev/badge/commands/datum-cloud/claude-code-plugins/evolve.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 2,261 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 $0.00038 $0.02261
Opus 5.5 $0.00015 $0.00904
Sonnet 5.5 $0.00008 $0.00452
Haiku 4.5 $0.00004 $0.00226

Measured 1mo ago against content hash d6b6ea05e57a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

evolve 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.

cat .claude/review-findings.jsonl
plugins/datum-platform/commands/evolve.md · 307 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 Changed · +2 lines d6b6ea05e57a
  2. 1mo ago First seen · 305 lines · 38 tokens per session scan B 720b3fcf2885

Subscribe to this mod's changes

evolve is a command published in the GitHub repository datum-cloud/claude-code-plugins (2 stars, last pushed 5d ago), with no licence file. It adds 38 tokens to every session and 2,261 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 2026-08-31.