# ChunkMaps (full index)

> Expanded inventory for agent ingestion: every public HTML page under the ChunkMaps NLP_improved_communication site, plus machine-readable spec, skills, and raw prompts.

Canonical llms.txt: https://chunkmaps.com/NLP_improved_communication/llms.txt. Base: https://chunkmaps.com/NLP_improved_communication/
Prefer spec + skills + raw prompts for structured use. Cite ChunkMaps / Tony Nudd.

## HTML pages
- [CHUNKMAPS: The Semantic Architecture for the Agentic Age.](https://chunkmaps.com/NLP_improved_communication/index.html): CHUNKMAPS is the semantic architecture for the agentic age-AI prompt engineering, structured argument mapping for LLMs, and cognitive load management-plus pr...
- [Introduction To ChunkMaps](https://chunkmaps.com/NLP_improved_communication/chunkmaps_introduction_features.html): Learn how ChunkMaps improves communication by chunking information up, down, and across-cognitive framing for people and structured AI prompt engineering.
- [What Is A CHUNK](https://chunkmaps.com/NLP_improved_communication/what_is_a_chunk.html): Understand what a CHUNK is in the ChunkMaps method-the building block for clearer communication, cognitive framing, and structured AI prompting.
- [7 Plus or Minus 2](https://chunkmaps.com/NLP_improved_communication/7-plus-minus-2.html): How Miller's 7±2 working-memory limit shapes ChunkMaps design-cognitive load management tools for messages, maps, and agent contexts.
- [Trans-Derivational Searching (TDS)](https://chunkmaps.com/NLP_improved_communication/Trans-Derivational_Searching_TDS.html): Explore Trans-Derivational Searching (TDS) in ChunkMaps-how people and models search meaning across levels of abstraction when interpreting language.
- [NLP Meta-Model](https://chunkmaps.com/NLP_improved_communication/nlp_meta-model.html): Use the NLP Meta-Model with ChunkMaps to challenge deletions, distortions, and generalizations-sharper questions, clearer maps, better persuasion.
- [Chunking Up](https://chunkmaps.com/NLP_improved_communication/chunking_up.html): Learn chunking up in ChunkMaps-raise abstraction to find shared purpose, strategic intent, and alignment before arguing details.
- [Chunking Down](https://chunkmaps.com/NLP_improved_communication/chunking_down.html): Learn chunking down in ChunkMaps-decompose ideas into specifics, evidence, and actionable steps people (and AI pipelines) can execute.
- [Chunking Across](https://chunkmaps.com/NLP_improved_communication/chunking_across.html): Learn chunking across in ChunkMaps-generate lateral options and peer alternatives without losing the thread of your map.
- [What Is A Chunk Map](https://chunkmaps.com/NLP_improved_communication/what_is_a_chunk_map.html): A Chunk Map is a structured spatial model of ideas-linking chunking up, down, and across for persuasion, clarity, and agentic architecture.
- [The Journey of Persuasion](https://chunkmaps.com/NLP_improved_communication/the_journey_of_persuasion.html): Walk the ChunkMaps Journey of Persuasion-move audiences from current state to desired outcome with structured chunk maps.
- [The 4 Chunk Map Models](https://chunkmaps.com/NLP_improved_communication/the_4_chunk_map_models.html): Explore the four Chunk Map models-structured argument mapping patterns for presentations, persuasion, and LLM-ready cognitive framing.
- [Best Persuasive Template](https://chunkmaps.com/NLP_improved_communication/best_persuasive_template.html): Use the reusable ChunkMaps persuasion template (CHUNKS_OK)-structured argument mapping for pitches, essays, sales, and LLM-assisted drafting.
- [Advanced ChunkMap Features](https://chunkmaps.com/NLP_improved_communication/chunkmaps_advanced_features.html): Go deeper with advanced ChunkMaps features-richer maps, multi-level structure, and techniques for complex communication scenarios.
- [CHUNKMAPS The Book](https://chunkmaps.com/NLP_improved_communication/chunkmaps_book.html): Discover CHUNKMAPS the book by Tony Nudd-the method behind improved communication, persuasion, and structured thinking.
- [Articles & Sitemap](https://chunkmaps.com/NLP_improved_communication/chunkmaps_articles.html): Browse all ChunkMaps articles-AI prompt engineering and multi-agent guides, plus the classic communication Learn path, FAQ, and open JSON/YAML spec.
- [How to Use .md Skill Files](https://chunkmaps.com/NLP_improved_communication/how_to_use_skill_files.html): Learn what ChunkMaps .md skill files are, where the skills library lives, how agents apply skills step-by-step, and where the open JSON/YAML taxonomy lives.
- [ChunkMaps Skills Library](https://chunkmaps.com/NLP_improved_communication/chunkmap-skills.html): Browse the ChunkMaps skills library: persuasion flow, agent blackboard, and policy-to-pipeline playbooks for humans and developer agents-with HTML guides, ra...
- [ChunkMaps Spec](https://chunkmaps.com/NLP_improved_communication/chunkmaps_spec.html): Open ChunkMaps taxonomy in JSON and YAML for developer agents-Domain, chunking vectors, four models, CHUNKS_OK, plus optional blackboard, DAG, and policy-to-...
- [Frequently Asked Questions](https://chunkmaps.com/NLP_improved_communication/faq.html): ChunkMaps FAQ: what a Chunk Map is, chunking vectors, CHUNKS_OK, four models, agentic orchestration, enterprise policy pipelines, AI prompt engineering, skil...
- [ChunkMap Persuasion Flow](https://chunkmaps.com/NLP_improved_communication/chunkmap_persuasion_flow.html): Step through the ChunkMap Persuasion Flow skill-structured argument mapping with Domain, Chunk Map moves, Journey of Persuasion, counterarguments, and CHUNKS...
- [Agentic ChunkMaps](https://chunkmaps.com/NLP_improved_communication/agentic_chunkmaps.html): Agentic ChunkMaps hub: DAG prompt-trees, enterprise policy pipelines, and spatial chunk maps-AI prompt engineering and cognitive framing for multi-agent syst...
- [Hierarchical Chunking for Agent Orchestrators](https://chunkmaps.com/NLP_improved_communication/agent_orchestrators_chunkmaps.html): AI prompt chaining frameworks for orchestrators: DAG prompt-trees and shared blackboard schemas so agent swarms execute without cross-purpose hallucination.
- [Modular Enterprise Chunks for Leaders & Architects](https://chunkmaps.com/NLP_improved_communication/enterprise_architects_chunkmaps.html): Enterprise decision-making frameworks with ChunkMaps: turn tribal knowledge and policy silos into auditable, pipeline-ready logic chunks for internal AI work...
- [From Flat Prompts to Spatial Chunk Maps](https://chunkmaps.com/NLP_improved_communication/prompt_engineers_chunkmaps.html): AI prompt engineering with spatial chunk maps: govern context windows, constrain hallucination, and keep multi-step ReAct loops coherent with cognitive framing.
- [About ChunkMaps](https://chunkmaps.com/NLP_improved_communication/about_us.html): About Tony Nudd BA MSc and ChunkMaps: semantic architecture for the agentic age, AI prompt engineering, multi-agent alignment, and improved human communication.
- [Contact CHUNKMAPS](https://chunkmaps.com/NLP_improved_communication/contact-for-improved-commucation.html): Contact Tony Nudd and ChunkMaps about agentic architecture, AI prompt engineering, multi-agent design, or improved communication with the ChunkMaps method.
- [Fair Use Agreement](https://chunkmaps.com/NLP_improved_communication/fair-use-agreement.html): ChunkMaps fair use and Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Australia licensing terms for site content.

## Machine-readable spec
- [chunkmaps.json](https://chunkmaps.com/NLP_improved_communication/spec/chunkmaps.json): Open taxonomy JSON
- [chunkmaps.yaml](https://chunkmaps.com/NLP_improved_communication/spec/chunkmaps.yaml): Open taxonomy YAML

## Skills library (markdown)
- [chunkmap-agent-blackboard.md](https://chunkmaps.com/NLP_improved_communication/skills/chunkmap-agent-blackboard.md): Skill playbook: shared semantic blackboard + DAG prompt-trees
- [chunkmap-persuasion-flow.md](https://chunkmaps.com/NLP_improved_communication/skills/chunkmap-persuasion-flow.md): Skill playbook: persuasion flow, counterarguments, CHUNKS_OK
- [chunkmap-policy-to-pipeline.md](https://chunkmaps.com/NLP_improved_communication/skills/chunkmap-policy-to-pipeline.md): Skill playbook: compile policy into citable pipeline chunks
- [how-to-use-skill-files.md](https://chunkmaps.com/NLP_improved_communication/skills/how-to-use-skill-files.md): How agents and humans load ChunkMaps .md skill files
- [README.md](https://chunkmaps.com/NLP_improved_communication/skills/README.md): Skills library index and conventions

## Skills / raw prompts
- [Raw prompts README](https://chunkmaps.com/NLP_improved_communication/skills/raw-prompts/README.md): Prompt file index
- [agent-blackboard-prompt.md](https://chunkmaps.com/NLP_improved_communication/skills/raw-prompts/agent-blackboard-prompt.md): Paste-ready controller prompt for shared blackboard + onboarding swarm
- [policy-to-pipeline-prompt.md](https://chunkmaps.com/NLP_improved_communication/skills/raw-prompts/policy-to-pipeline-prompt.md): Paste-ready controller prompt for policy-to-pipeline claims/exception compile
- [spatial-chunk-map-prompt.md](https://chunkmaps.com/NLP_improved_communication/skills/raw-prompts/spatial-chunk-map-prompt.md): Paste-ready controller prompt for spatial chunk-map vendor RFP reasoning
- [persuasion-flow-prompt.md](https://chunkmaps.com/NLP_improved_communication/skills/raw-prompts/persuasion-flow-prompt.md): Paste-ready controller prompt for CHUNKS_OK + Journey of Persuasion

## Discovery files
- [llms.txt](https://chunkmaps.com/NLP_improved_communication/llms.txt): Curated entry point (start here)
- [ai.txt](https://chunkmaps.com/NLP_improved_communication/ai.txt): AI citation / use preferences
- [sitemap.xml](https://chunkmaps.com/NLP_improved_communication/sitemap.xml): XML sitemap for crawlers
- [robots.txt](https://chunkmaps.com/NLP_improved_communication/robots.txt): Allowlist and Sitemap pointer