reimagine-industry

reimagine-industry is a skill for Claude Code, Codex from Agent-Engineer-Master/skill-engineer. It costs 328 tokens per session (8,435 once invoked), scanned C, original, MIT.

A structured workflow for finding and ranking business ideas that could change how an industry works.

In plain words
What is it for?
Use it to audit industry pain points, generate venture concepts, rank them, explain why they may be timely, and test whether they could become real companies.
Why use it?
It examines an industry’s value chain, weaknesses and enabling conditions before generating ideas, reducing the risk of vague concepts or ideas detached from real problems.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: reads .claude/ paths; mentions subagents.

Good fit Use it to audit industry pain points, generate venture concepts, rank them, explain why they may be timely, and test whether they could become real companies.

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Install with agentmods
npx agentmods add skills/agent-engineer-master/skill-engineer/reimagine-industry
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 Agent-Engineer-Master/skill-engineer --skill reimagine-industry
Clone the repo
git clone --depth 1 https://github.com/Agent-Engineer-Master/skill-engineer

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 reimagine-industry

README.md
[![agentmods](https://agentmods.dev/badge/skills/agent-engineer-master/skill-engineer/reimagine-industry.svg)](https://agentmods.dev/skills/agent-engineer-master/skill-engineer/reimagine-industry)
Your own site
<a href="https://agentmods.dev/skills/agent-engineer-master/skill-engineer/reimagine-industry"><img src="https://agentmods.dev/badge/skills/agent-engineer-master/skill-engineer/reimagine-industry.svg" alt="Measured on agentmods" height="20"></a>
Per session 328 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 8,435 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. 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 $0.00328 $0.08435
Opus 5 $0.00164 $0.04217
Sonnet 5 $0.00066 $0.01687
Haiku 4.5 $0.00033 $0.00843

Measured 8d ago against content hash f95e14007b91, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade C, and why

reimagine-industry scanned grade C 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 8d ago.

The scan reads SKILL.md. This mod also ships 5 executable files (scripts/bar_test.py, scripts/dispatch_pain_research.py, scripts/init_reimagination.py, …), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

<!-- Built with Agent Engineer Master — get your own production-ready skill: www.agentengineermaster.com/skill-engineer -->
strategy/industry-analysis/reimagine-industry/SKILL.md · 212 lines

How it starts

The opening of the file, as written. The whole thing — 212 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reimagine Industry

For a single industry, generate a ranked shortlist of venture concepts for disrupting it. Most commonly runs AFTER analyze-industry has produced a structural brief, inheriting its outputs from 08-knowledge/world-model/industries/[slug]/working/. Works standalone if given enough raw data — Phase 2/3 dispatch the librarian for missing inputs.

Three-layer output: ranked venture concepts (venture-concepts.md), narrative synthesis (reimagination-brief.md), and the structured dataset that powers both (disruption-dataset.yaml). Three approval gates. Reimagination-specific bar test from fresh-context sub-agent.

The bar (per references/bar-test-criteria.md): a senior strategist reading the shortlist should find ≥3 non-obvious concepts, zero AI-washed concepts, zero feature-not-company concepts, and every concept's why-now must survive a partner-meeting test.

Iron rules:

  • Every external fact-claim carries a V/C/A/I tag — see ../_shared/provenance-tagging.md.
  • Each concept cites specific Phase 1-3 dataset entries AND ≥1 Phase 4 signal — no free-association.
  • Each concept ships with all four stress test answers (why-now, idea-maze, incumbent response, moat) PLUS the Bet-Validity gate (load-bearing hypothesis + cheap validation test) — no partial concepts.
  • The eight structural moves are templates, not prompts — Moves 1-7 incumbent-anchored, Move 8 capability-first; one concept per move, then filter.
  • Synthesis structured Pyramid + SCQA — see ../_shared/pyramid-scqa.md.
  • 2026 terminology only — see ../_shared/2026-terminology.md.
  • Human-facing prose follows references/voice-constraints.md — no consultantese in venture-concepts.md or reimagination-brief.md. The dataset YAML is exempt.
  • All human gate reviews render via the html-output skill with diagrams + plain-English concept explainers — see references/gate-html-output.md. Markdown gate reviews are forbidden.
  • Every concept, framework signal, and endorsed Thiel Secret carries a memorable 3-5 word handle alongside its structured ID — see references/edge-cases.md RULE-1.
  • Thiel Secrets are hypothesis generators, never truth gates — the human is never asked whether a Secret is true (a secret you can endorse isn't a secret). Each Secret emits a bet (idea + load-bearing hypothesis + cheapest test); the human funds experiments, not beliefs — see references/edge-cases.md RULE-2.
  • Every concept ships as a betload_bearing_hypothesis + validation_test + value_if_true on every concept, both lanes. The Phase 5 human gate is test-worthiness ("which experiments are worth funding?"), not conviction. See references/seven-structural-moves.md Move 8 + bet enrichment.
  • Two generation lanes, industry-allocated — the incumbent:capability mix is computed per-industry at Phase 4 start from Phase 1-3 (decision table in references/lane-allocation.md), ratified by the human at Gate 2, not hardcoded. Incumbent-anchored signals stay within the allocated share; the shortlist carries ≥1 concept from each lane (the floor). The first-principles lane (Phase 3 capability seeds + Move 8 + Secrets) must be load-bearing, not decorative.
  • Y1 metrics must be bottoms-up, not goal-seeked to clear an industry projection — see references/edge-cases.md RULE-3.
  • Shortlist never ships without bar test pass — see references/bar-test-criteria.md.

Read the full file on GitHub · 212 lines

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 · 212 lines · 328 tokens per session scan C f95e14007b91

Subscribe to this mod's changes

reimagine-industry is a skill published in the GitHub repository Agent-Engineer-Master/skill-engineer (8 stars, last pushed 2mo ago), licensed MIT. It adds 328 tokens to every session and 8,435 once invoked, about $0.0016 per session on Opus 5. A static security scan graded it C with 1 finding (hidden instructions). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.