tangshan-style

Write speculative essays about future technology scenarios with historical framing and sentence-level refinement.

76|3|Updated Aug 7, 2026
One-click install
npx skills add https://github.com/Job-Yang/jobbyang-ai-skills --skill tangshan-style-job-yang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: tangshan-style
Source: https://github.com/Job-Yang/jobbyang-ai-skills/tree/main/skills/tangshan-style
Command: npx skills add https://github.com/Job-Yang/jobbyang-ai-skills --skill tangshan-style-job-yang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Speculative essays about the future often fail in two ways: dry abstract reasoning that never gives readers a concrete moment of impact, or inflated grand language with no real mechanism underneath. This Skill turns a future-facing idea or extrapolation into a long-form speculative essay with historical depth, counterintuitive angles, and sentences worth reading line by line. ## Core Features & Use Cases - Five-layer writing pipeline: topic selection via 6 counterintuitive lenses, a 5-part structure (concrete opening, cross-industry historical fuse, counterintuitive reframe, long historical lens, rhetorical closing), 8 sentence-forging techniques, a technical fidelity layer, and a pre-delivery quality checklist. - Technical fidelity guardrails: mechanisms, data values, and paper citations must be preserved with traceable sources; metaphors are layered on top of mechanisms, never used to replace them. - Note-to-essay conversion: transforms existing internal notes or learning documents into publishable speculative essays with minimal extra effort. - Use Case: You want to write an essay extrapolating how AI agents will reshape the software industry. Provide your raw idea or notes, and the Skill produces a structured long-form piece with a concrete opening scene, a historical analogy, coined terms with definitions, and verifiable technical grounding. ## Quick Start Ask the AI to use the tangshan-style skill to turn your future-facing idea or existing notes into a speculative long-form essay.

Frequently Asked Questions about tangshan-style

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a speculative essay about AI or future technology?

Provide your future-facing idea or existing notes and ask for a speculative essay. The Skill applies a 5-part structure: concrete opening scene, cross-industry historical analogy, counterintuitive reframe, long historical lens, and a rhetorical closing question.

What writing techniques make essays more engaging to read?

The Skill applies 8 sentence-forging methods: parallel compression, concrete objects for abstractions, vivid verbs, chained causality, coined terms with definitions, long-setup short-punch rhythm, mirrored sentences, and numerical contrast instead of adjectives.

When should I not use tangshan-style for writing?

Do not use it for opinion pieces making a falsifiable current judgment (use cuihuo), technical research or explanations (use feynman-explainer), pure translation, one-line answers, or outline-only requests. It only handles future-facing speculative essays.

Does speculative writing lose technical accuracy when polished?

A dedicated fidelity layer prevents this: mechanisms must be stated before metaphors, key numbers keep original values with sources, experiments need traceable citations, and absolute claims must be checked against counterexamples.

Can I convert my existing notes into a publishable essay?

Yes. The Skill diagnoses your note type, adds a concrete opening scene, inserts a historical or cross-industry analogy, refines sentences paragraph by paragraph, and appends a rhetorical closing, while preserving all technical details from the original notes.