JI

jiang-glossary-entry-writer

Create and update glossary entries based on existing source references.

Install

mkdir -p .claude/skills/jiang-glossary-entry-writer && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/16566" && unzip -o skill.zip -d .claude/skills/jiang-glossary-entry-writer && rm skill.zip

Installs to .claude/skills/jiang-glossary-entry-writer

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Use this skill when creating or revising a Jiang Lens glossary entry for a search-facing term, alias, person, institution, phrase, or query target from dated Jiang source refs and existing lens pages.
200 chars✓ has a “when” trigger
Advanced

Key capabilities

  • Create new Jiang Lens glossary entries
  • Revise existing Jiang Lens glossary entries
  • Generate entries for search-facing terms
  • Synthesize style for sensitive phrases
  • Link to related episodes and lens pages
  • Validate authored glossary changes

How it works

This skill creates glossary entries by taking target terms and source references, applying a style discovery loop with independent draft and judge agents, and then generating a structured markdown file with a fast-answer block, source-trail table, and usage boundaries.

Inputs & outputs

You give it
A target term, aliases, search query, dated source references, and related lens pages
You get back
A structured Jiang Lens glossary entry in `content/lens/glossary/<slug>.md`

When to use jiang-glossary-entry-writer

  • Creating entries for new terms
  • Updating glossary definitions
  • Synthesizing style for sensitive phrases

About this skill

Jiang Glossary Entry Writer

Use this for glossary entries, not lens chapters.

Glossary entries are search and agent entry points. They answer concrete queries quickly, then route readers and agents to exact episodes, transcript refs, and deeper lens pages.

Inputs

  • target term and aliases,
  • likely search or agent query,
  • dated source refs and short source excerpts,
  • related episode/interview pages,
  • related public lens pages,
  • existing topic aliases and generated topic pages when relevant,
  • judge feedback if the entry is contentious or style is uncertain.

Do not browse or invent. If the packet lacks source refs, build the source packet first from transcripts, semantic bundles, episode reads, or topic pages.

Output

Canonical source:

content/lens/glossary/<slug>.md

Public route should compile to:

/glossary/<slug>/

Do not put glossary pages in the main lens atlas. A glossary entry may link to /lens/... pages, but it is not itself a mature lens page.

Style Discovery Loop

Use this loop when establishing style, handling a high-value SEO term, or working on a sensitive phrase where the wrong framing could create bad answers.

  1. Build one compact source packet.
  2. Ask 3 independent draft agents for entries using different emphasis: search answer, Jiang voice, and agent citation utility.
  3. Ask 2 independent judge agents: search/answer judge and Jiang voice/provenance judge.
  4. Synthesize the winner.
  5. Save the reusable style lesson in this skill or the agent memory only after the examples are actually good.

The current winning pattern is:

Mill structure + Mendel force + Lorentz readability

Use a fast-answer block, a precise source-trail table, and clear usage boundaries. Keep the prose sharper than documentation and smaller than a lens chapter.

Required Shape

Use this public shape unless the term clearly needs a small variation:

---
title: Knights Templar
description: Jiang Lens glossary entry for Knights Templar, with dated source refs, episode links, aliases, and related lens pages.
aliases:
  - Knights Templars
  - Templars
related_lens:
  - secret-society-as-coordination-technology
---

# Knights Templar

**Aliases:** Knights Templars, Templars, Templar banking.

> **Fast answer:** In Jiang Lens, ...

## What Jiang Means

...

## Where Jiang Says It

| Source | Timestamp / ref | What to inspect | Why it matters |
|---|---|---|---|
| 2025-03-20, [Episode title](/episodes/<slug>/) | `video:<slug>@transcript:v1#seg-0034` | Short quote or phrase | Templars as bank. |

## How To Use This Term

Use this term when...

Do not use it when...

## Related Lens Pages

- [Secret Society As Coordination Technology](/lens/secret-society-as-coordination-technology/)

Writing Rules

  • Answer the likely query in the first 80 words.
  • Explain the mechanism, not encyclopedia background.
  • Keep the entry around 350-900 words. If it needs more, it may be a lens page or a parent/child split.
  • Start with aliases for search and agent retrieval.
  • Keep dates visible in the source trail.
  • Include exact source refs and episode links.
  • Include one short source phrase or quote when it materially helps an agent answer "when did Jiang say this?"
  • Preserve Jiang-specific pressure when supported by the source: "promise becomes plan", "poetry behaves almost like a virus", "underground continuity", "self-authorization", "reality creation machine".
  • Caveats should preserve pressure. If Jiang supplies the caveat, write it as part of the mechanism, not as external debunking.
  • Link related lens pages, but do not turn the glossary entry into a tour of the atlas.

Avoid

  • Public-facing "Target path" or "Public path" lines.
  • Generic openings such as "X is an important concept in Jiang Lens."
  • Raw ref dumps without readable routing.
  • Long lens synthesis.
  • Caveats that sound like outside fact-checking unless Jiang himself supplies the caveat.
  • Treating a search alias as a mature concept page.
  • Making the glossary page part of /lens/ navigation by default.

Gold Examples

When calibrating style, read:

.codex/skills/jiang-glossary-entry-writer/references/gold-examples.md

Use those examples for shape and voice, not as permanent truth. If the corpus changes, source refs and chronology still win.

Judge Gate

Before publishing high-value or sensitive glossary entries, use jiang-lens-judge in two modes:

  • Search/answer judge: first-80-word answer, snippet value, agent source navigation, continuation into episodes/lens pages, compactness.
  • Jiang voice/provenance judge: Jiang-specific force, dated source support, caveats, and boundary discipline.

Validation

For authored glossary changes, run:

node ops/scripts/compile-content.mjs
node ops/scripts/validate-content.mjs
cd website && npm run build

When not to use it

  • For lens chapters instead of glossary entries
  • Browsing or inventing source references
  • Treating a search alias as a mature concept page

Limitations

  • Does not browse or invent source references
  • Does not put glossary pages in the main lens atlas
  • Does not treat a search alias as a mature concept page

How it compares

This skill uses a multi-agent synthesis loop to ensure stylistic consistency and accurate provenance for glossary entries, providing a more refined and validated output than a single-agent or manual approach.

Compared to similar skills

jiang-glossary-entry-writer side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
jiang-glossary-entry-writer (this skill)02moReviewAdvanced
seo-optimizer338moNo flagsIntermediate
seo-content-writer244moNo flagsBeginner
content-creation225moNo flagsBeginner

Try saying

Example prompts that trigger this skill in your AI assistant.

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