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.
npx skills add Agent-Engineer-Master/skill-engineer --skill reimagine-industrygit clone --depth 1 https://github.com/Agent-Engineer-Master/skill-engineerWrote 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.
[](https://agentmods.dev/skills/agent-engineer-master/skill-engineer/reimagine-industry)<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>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.
| Model | Per session | Once 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 |
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.
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 --> 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 inventure-concepts.mdorreimagination-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.mdRULE-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.mdRULE-2. - Every concept ships as a bet —
load_bearing_hypothesis+validation_test+value_if_trueon every concept, both lanes. The Phase 5 human gate is test-worthiness ("which experiments are worth funding?"), not conviction. Seereferences/seven-structural-moves.mdMove 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.mdRULE-3. - Shortlist never ships without bar test pass — see
references/bar-test-criteria.md.
What ships with it
23 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.
- assets/templates/disruption-dataset.yaml 1.2 KB
- assets/templates/reimagination-brief.md 3.3 KB
- assets/templates/venture-concept.md 4.0 KB
- evals/evals.json 5.3 KB
- evals/judge.md 3.1 KB
- evals/rubric.md 4.0 KB
- references/bar-test-criteria.md 6.9 KB
- references/dataset-schema.md 7.9 KB
- references/dataset-schema.yaml 15 KB
- references/edge-cases.md 5.3 KB
- references/frameworks-cheatsheet.md 14 KB
- references/gate-html-output.md 11 KB
- references/gate-prompts.md 9.3 KB
- references/lane-allocation.md 5.2 KB
- references/learnings.md 6.5 KB
- references/seven-structural-moves.md 15 KB
- references/stress-test-prompts.md 10 KB
- references/voice-constraints.md 5.3 KB
- scripts/bar_test.py 6.1 KB runs code
- scripts/dispatch_pain_research.py 6.7 KB runs code
- scripts/init_reimagination.py 4.8 KB runs code
- scripts/log_run.py 1.3 KB runs code
- scripts/validate_dataset.py 19 KB runs code
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.
- 8d ago First seen · 212 lines · 328 tokens per session scan C f95e14007b91
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.
Other skills, from other repositories
get-history
Use when running on Claude Code and you need to examine past conversation, session logs, or raw chat history.
git-commit-per-topic
Use when the user asks to rewrite history so each commit introduces one working feature or bug fix, organize commits by topic, fold fixes into an earlier feature commit, or split a composite commit or class into independently buildable steps.
git-amend
Use when the user asks to amend the current Git commit.
git-merge-linear
Use when the user asks to merge a Git branch with linear history.
git-rebase
Use when the user asks to rebase a Git branch onto another base.
git-rewrite-history
Use when the user asks to rewrite Git history or use git-filter-repo.