evolutionary-model

evolutionary-model is a skill for Claude Code from borodich/personal-os-skills. It costs 50 tokens per session (1,390 once invoked), scanned A, original, no licence file.

A framework for creating AI agents that adapt to the people and teams using them.

In plain words
What is it for?
Use it when starting an agent, introducing an AI workflow to a team, explaining its design, or checking an existing setup.
Why use it?
It provides a way to plan agent setup, onboarding, and reviews for missing parts.

Skill for Claude Code

Written for Claude Code: when-to-use in frontmatter.

Good fit Use it when starting an agent, introducing an AI workflow to a team, explaining its design, or checking an existing setup.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/borodich/personal-os-skills/evolutionary-model
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 borodich/personal-os-skills --skill evolutionary-model
Clone the repo
git clone --depth 1 https://github.com/borodich/personal-os-skills

Made for: Claude Code.

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 evolutionary-model

README.md
[![agentmods](https://agentmods.dev/badge/skills/borodich/personal-os-skills/evolutionary-model/github.svg)](https://agentmods.dev/skills/borodich/personal-os-skills/evolutionary-model)
Your own site
<a href="https://agentmods.dev/skills/borodich/personal-os-skills/evolutionary-model"><img src="https://agentmods.dev/badge/skills/borodich/personal-os-skills/evolutionary-model/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 evolutionary-model

Your own site · 80×15
<a href="https://agentmods.dev/skills/borodich/personal-os-skills/evolutionary-model"><img src="https://agentmods.dev/badge/skills/borodich/personal-os-skills/evolutionary-model.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 50 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,390 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 $0.00050 $0.01390
Opus 5 $0.00025 $0.00695
Sonnet 5 $0.00010 $0.00278
Haiku 4.5 $0.00005 $0.00139

Measured 9d ago against content hash fd6760ac63e8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

evolutionary-model 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 9d 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.

skills/evolutionary-model/SKILL.md · 185 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. 9d ago First seen · 185 lines · 50 tokens per session scan A fd6760ac63e8

Subscribe to this mod's changes

evolutionary-model is a skill published in the GitHub repository borodich/personal-os-skills (2 stars, last pushed 5mo ago), with no licence file. It adds 50 tokens to every session and 1,390 once invoked, about $0.0003 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 2026-08-31.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior. 4-phase root cause investigation — NO fixes without understanding the problem first.

moltis-org/moltis · 33 tokens

github-auth

Set up GitHub authentication for the agent using git (universally available) or the gh CLI. Covers HTTPS tokens, SSH keys, credential helpers, and gh auth — with a detection flow to pick the right method automatically.

moltis-org/moltis · 48 tokens

ideation

Generate project ideas through creative constraints. Use when the user says 'I want to build something', 'give me a project idea', 'I'm bored', 'what should I make', 'inspire me', or any variant of 'I have tools but no direction'. Works for code, art, hardware, writing, tools, and anything that can be made.

moltis-org/moltis · 75 tokens

discrawl

Archive and search Discord guild messages, threads, and members via the discrawl CLI. Supports bot API sync, local cache import, full-text and semantic search, and Git-backed NDJSON snapshots.

moltis-org/moltis · 42 tokens

slacrawl

Archive and search Slack workspace messages, threads, and channels via the slacrawl CLI. Supports API sync, Slack export ZIP import, local desktop cache import, and full-text search.

moltis-org/moltis · 41 tokens

wacrawl

Read-only local archive and full-text search of WhatsApp Desktop messages via the wacrawl CLI. Use for searching chat history, exporting conversations, and creating encrypted backups. macOS only (reads local WhatsApp Desktop SQLite databases).

moltis-org/moltis · 50 tokens