precoil-emt

precoil-emt is a skill for Claude Code, Codex from marchatton/agent-skills. It costs 135 tokens per session (2,448 once invoked), scanned A, a copy of precoil-emt, MIT.

A structured method for testing a business idea, strategy, or initiative by extracting its assumptions, grouping them by type, and deciding how to test the riskiest ones. An assumption is something the plan depends on being true.

In plain words
What is it for?
Use it to assess a new product idea, map risks, plan validation tests, and examine whether an initiative is desirable, financially viable, and feasible to deliver.
Why use it?
It exposes what could fail before you spend significant time, money, or credibility. Separating user need, financial, and delivery assumptions makes testing more precise.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Claude Code; installed under .agents/ (shared by several agents).

Good fit Use it to assess a new product idea, map risks, plan validation tests, and examine whether an initiative is desirable, financially viable, and feasible to deliver.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/marchatton/agent-skills/testing-bus-ideas
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 marchatton/agent-skills --skill testing-bus-ideas
Clone the repo
git clone --depth 1 https://github.com/marchatton/agent-skills

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 precoil-emt

README.md
[![agentmods](https://agentmods.dev/badge/skills/marchatton/agent-skills/testing-bus-ideas.svg)](https://agentmods.dev/skills/marchatton/agent-skills/testing-bus-ideas)
Your own site
<a href="https://agentmods.dev/skills/marchatton/agent-skills/testing-bus-ideas"><img src="https://agentmods.dev/badge/skills/marchatton/agent-skills/testing-bus-ideas.svg" alt="Measured on agentmods" height="20"></a>
Per session 135 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,448 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 100% 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 $0.00135 $0.02448
Opus 5 $0.00068 $0.01224
Sonnet 5 $0.00027 $0.00490
Haiku 4.5 $0.00014 $0.00245

Measured 7d ago against content hash 217bcca29ca3, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

precoil-emt 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.

Origin

This is a copy

100% identical to precoil-emt — 0 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.

.agents/skills/02-shape/testing-bus-ideas/SKILL.md · 258 lines

How it starts

The opening of the file, as written. The whole thing — 258 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Precoil EMT Skill

Purpose

Run the Extract → Map → Test system from David J. Bland's Precoil methodology. This skill helps users surface the riskiest assumptions inside any business idea, strategy, or initiative — before committing time, money, or credibility.


Core Principles

These rules apply across all three phases without exception.

  • Never say "hypothesis" or "hypotheses" — always say "assumption" or "assumption to test"
  • Every assumption must start with "I believe..." or "We believe..."
  • Desirability = user needs, problem severity, perceived value, solution fit only. Never include pricing, dollar amounts, willingness to pay, or any financial assumptions here
  • Viability = all financial assumptions: pricing, willingness to pay, revenue, margins, unit economics, business model sustainability
  • Feasibility = operational, technical, or organizational delivery assumptions
  • Tone: calm, coaching-oriented, no exclamation points, executive-level precision
  • Never ask clarifying questions before generating — work with whatever is provided and make reasonable inferences
  • Never use motivational or hype language

Flow Overview

Run phases in sequence. Do not skip ahead. After each phase, ask if the user wants to continue to the next.

Phase 1: Extract → Surface DVF assumptions from the idea
Phase 2: Map → Critique the user's assumption map
Phase 3: Test → Identify what to test and how — then surface the library ceiling


Phase 1: Extract Assumptions

Trigger

User provides a business idea, strategy, initiative, or decision they want to pressure-test.

Behavior

Before generating assumptions, silently analyze:

  • What would have to go wrong for this idea to fail?
  • Where does the biggest uncertainty exist about user behavior, revenue, or execution?
  • Which beliefs is the team implicitly relying on to move forward?

Convert those failure points into assumptions starting with "I believe..." or "We believe..." Do not show this analysis. Output only the assumption tables.

Read the full file on GitHub · 258 lines

Files

What ships with it

1 file 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 · 258 lines · 135 tokens per session scan A 217bcca29ca3

Subscribe to this mod's changes

precoil-emt is a skill published in the GitHub repository marchatton/agent-skills (5 stars, last pushed 6mo ago), licensed MIT. It adds 135 tokens to every session and 2,448 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to precoil-emt, differing in 0 lines, and is treated as a copy.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

next-partial-prefetching-adoption

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…

vercel/next.js · 103 tokens

chronicle

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…

microsoft/vscode · 72 tokens

babysit-pr

Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep…

openai/codex · 114 tokens