ability-generator

ability-generator is a skill for Claude Code, Codex from lofcz/LLMTornado. It costs 14 tokens per session (209 once invoked), scanned A, a copy of Ability Generator, MIT.

A workflow that creates a structured template for a new coding-agent skill from its specifications. The template includes the skill's name, description, workflow, and relevant notes.

In plain words
What is it for?
Drafting new skill files, organizing their required steps, and producing a structured summary of what the skill should do.
Why use it?
It turns an informal skill idea into a consistent document that can be reviewed and refined.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Drafting new skill files, organizing their required steps, and producing a structured summary of what the skill should do.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/lofcz/llmtornado/ability-generator
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 lofcz/LLMTornado --skill ability-generator
Clone the repo
git clone --depth 1 https://github.com/lofcz/LLMTornado

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 ability-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/lofcz/llmtornado/ability-generator.svg)](https://agentmods.dev/skills/lofcz/llmtornado/ability-generator)
Your own site
<a href="https://agentmods.dev/skills/lofcz/llmtornado/ability-generator"><img src="https://agentmods.dev/badge/skills/lofcz/llmtornado/ability-generator.svg" alt="Measured on agentmods" height="20"></a>
Per session 14 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 209 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 86% copy Near-identical to another mod 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 $0.00014 $0.00209
Opus 5 $0.00007 $0.00105
Sonnet 5 $0.00003 $0.00042
Haiku 4.5 $0.00001 $0.00021

Measured 8d ago against content hash 99d5b0daf416, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

ability-generator 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 8d 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.

Origin

This is a copy

86% identical to Ability Generator — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

src/LlmTornado.Demo/Static/Files/Skills/ability-generator/SKILL.md · 29 lines

What it actually says

Skill Generation Workflow

Copy this checklist and track your progress:

Skill Generation Progress:
- [ ] Step 1: Define skill requirements
- [ ] Step 2: Generate skill template
- [ ] Step 3: Review and refine template
- [ ] Step 4: Create structured summary

Step 1: Define skill requirements

Review the provided specifications for the skill. Note the main functionalities and expected outcomes.

Step 2: Generate skill template

Using the defined requirements, create a markdown skill template that outlines the skill's name, description, and workflow.

Step 3: Review and refine template

Go through the generated template to ensure it meets the defined requirements. Make adjustments as necessary.

Step 4: Create structured summary

Organize the skill template by sections. Include:

  • Skill name
  • Description
  • Workflow steps
  • Any additional notes or considerations
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. 8d ago First seen · 29 lines · 14 tokens per session scan A 99d5b0daf416

Subscribe to this mod's changes

ability-generator is a skill published in the GitHub repository lofcz/LLMTornado (639 stars, last pushed 21d ago), licensed MIT. It adds 14 tokens to every session and 209 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to Ability Generator, differing in 4 lines, and is treated as a copy.

Related

Other skills, from other repositories

author-pragma-dsl

Create and update validated pragma/v5 Expert, ExpertTeam, Flow, Evaluation, and Automation resources. Use when a user asks Pragma to create, change, configure, test, evaluate, or repair an Expert, team, Flow, Run Dry suite, schedule, trigger, or Automation in the current Pragma project.

pqpo/pragma · 70 tokens

portable-bundle-review

A review guide for portable Pragma bundles. A portable bundle is a packaged set of resources intended to work across environments.

pqpo/pragma · 21 tokens

pragma-code-review

A code-review guide written in Chinese. It reviews code across correctness, architectural boundaries, risk, and verification.

pqpo/pragma · 24 tokens

agent-orchestrator

Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades, coordenacao de workflows multi-skill e registry management.

Ghosteken/agent-harness · 41 tokens

agent-orchestrator

Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades, coordenacao de workflows multi-skill e registry management.

sickn33/agentic-awesome-skills · 41 tokens

agent-framework-py-release

Use when cutting a Python release for the microsoft/agent-framework monorepo. Triggers on "bump py versions", "cut a python release", "prepare release PR for python", "release py packages", "bump python to X.Y.Z", or similar requests to bump Python package versions and prepare a release PR. Handles all four lifecycle…

microsoft/agent-framework · 103 tokens