inspirer

inspirer is a skill for Claude Code from mickeyyaya/evolve-loop. It costs 46 tokens per session (3,416 once invoked), scanned A, original, Apache-2.0.

A structured brainstorming process that uses different idea prompts, research, scoring, and filtering to explore a topic.

In plain words
What is it for?
It is for generating, researching, comparing, and delivering unconventional ideas, including ideas formatted for an automated workflow.
Why use it?
It helps turn an open-ended question into several investigated options and narrows them using explicit criteria.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions subagents.

Needs its repository: it runs a file that does not travel with it, so clone the repository first. The line is bash legacy/scripts/dispatch/subagent-run.sh inspirer "$CYCLE" "$WORKSPACE_PATH".

Part of the evo plugin — 29 skills, 30 commands, 97 agents, 3 hooks shipped together

Good fit It is for generating, researching, comparing, and delivering unconventional ideas, including ideas formatted for an automated workflow.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo
git clone --depth 1 https://github.com/mickeyyaya/evolve-loop
agentmods
npx agentmods add skills/mickeyyaya/evolve-loop/inspirer

Made for: Claude Code.

Or install evo, the plugin that ships this one along with the rest of its 29 skills, 30 commands, 97 agents, 3 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 inspirer

README.md
[![agentmods](https://agentmods.dev/badge/skills/mickeyyaya/evolve-loop/inspirer/github.svg)](https://agentmods.dev/skills/mickeyyaya/evolve-loop/inspirer)
Your own site
<a href="https://agentmods.dev/skills/mickeyyaya/evolve-loop/inspirer"><img src="https://agentmods.dev/badge/skills/mickeyyaya/evolve-loop/inspirer/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 inspirer

Your own site · 80×15
<a href="https://agentmods.dev/skills/mickeyyaya/evolve-loop/inspirer"><img src="https://agentmods.dev/badge/skills/mickeyyaya/evolve-loop/inspirer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,416 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 original 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 $0.00046 $0.03416
Opus 5 $0.00023 $0.01708
Sonnet 5 $0.00009 $0.00683
Haiku 4.5 $0.00005 $0.00342

Measured 7d ago against content hash 3edcf6f12aaf, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

inspirer 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 7d 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/inspirer/SKILL.md · 346 lines

How it starts

The opening of the file, as written. The whole thing — 346 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Think outside the box, backed by evidence. 12 provocation lenses, web-grounded research, scored and filtered recommendations.

Contents

Quick Start

# Basic — think creatively about a topic
/evo:inspirer "How should we handle real-time sync in a serverless app?"

# Control depth (QUICK = fast ideation, DEEP = thorough exploration)
/evo:inspirer "What features increase user retention?" --depth DEEP

# Specify number of lenses (default: 4 for STANDARD)
/evo:inspirer "Multi-agent coordination patterns" --lenses 5

# Output for evolve-loop consumption
/evo:inspirer "Improve eval infrastructure" --format evolve --depth QUICK

Parse arguments:

  • First quoted string or remaining text → topic
  • --depth QUICK|STANDARD|DEEP → research depth (default: STANDARD)
  • --lenses N → number of provocation lenses (default: per depth level)
  • --format full|brief|evolve → output format (default: full)

Architecture

Six-stage pipeline: FRAME → DIVERGE → RESEARCH → SCORE → CONVERGE → DELIVER

Input: User's topic/question
         │
    ┌────▼────┐
    │  FRAME  │  Parse topic, classify domain, detect constraints
    └────┬────┘
         │
    ┌────▼─────┐
    │ DIVERGE  │  Apply 3-5 provocation lenses → divergent questions
    └────┬─────┘
         │ 1-2 research questions per lens
    ┌────▼─────┐
    │ RESEARCH │  Web search each question (Smart or Default routing)
    └────┬─────┘
         │ Research findings with sources
    ┌────▼────┐
    │  SCORE  │  Create Inspiration Cards, score feasibility × impact × novelty
    └────┬────┘
         │ Scored cards with KEEP/DROP verdicts
    ┌────▼─────┐
    │ CONVERGE │  Rank by composite, diversity filter, select top 5-8
    └────┬─────┘
         │
    ┌────▼─────┐
    │ DELIVER  │  Output as Inspiration Report / brief table / evolve JSON
    └──────────┘

Read the full file on GitHub · 346 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 7d ago First seen · 346 lines · 46 tokens per session scan A 3edcf6f12aaf

Subscribe to this mod's changes

inspirer is a skill published in the GitHub repository mickeyyaya/evolve-loop (5 stars, last pushed today), licensed Apache-2.0. It adds 46 tokens to every session and 3,416 once invoked, about $0.0002 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 2026-09-03.

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