Agent skill · AI & Agents

bdi-mental-states

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration.

guanyanggithub.com/guanyangGitHub ↗
claude-codeMIT
Install
npx skills add guanyang/open-agent-hub --skill bdi-mental-states --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 5
SKILL.md size: 17 KB
Bundled scripts: none
Path: skills/bdi-mental-states/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 940
Language: TypeScript

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# BDI Mental State Modeling Transform external RDF context into agent mental states (beliefs, desires, intentions) using formal BDI ontology patterns. This skill enables agents to reason about context through cognitive architecture, supporting deliberative reasoning, explainability, and semantic interoperability within multi-agent systems. ## When to Activate Activate this skill when: - Processing external RDF context into agent beliefs about world states - Modeling rational agency with perception, deliberation, and action cycles - Enabling explainability through traceable reasoning chains - Implementing BDI frameworks (SEMAS, JADE, JADEX) - Augmenting LLMs with formal cognitive structures (Logic Augmented Generation) - Coordinating mental states across multi-agent platforms - Tracking temporal evolution of beliefs, desires, and intentions - Linking motivational states to action plans Do not activate this skill for adjacent work owned by other skills: - General context-window explanations or attention mechanics: `context-fundamentals`. - Persistent user, entity, or conversation memory without formal BDI state: `memory-systems`. - Supervisor, swarm, or handoff topology decisions: `m

What's inside
Steps it walks through
  1. When to Activate
  2. Core Concepts
  3. Mental Reality Architecture
  4. Cognitive Chain Pattern
  5. World State Grounding
  6. Goal-Directed Planning
  7. T2B2T Paradigm
  8. Notation Selection by Level
  9. Justification and Explainability
  10. Temporal Dimensions
  11. Compositional Mental Entities
  12. Practical Guidance
  13. Build a BDI Model in Six Passes
  14. Keep the Ontology Small
Ships with 4 files
  • references/bdi-ontology-core.md
  • references/framework-integration.md
  • references/rdf-examples.md
  • references/sparql-competency.md
More from open-agent-hub
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About this skill
What does the bdi-mental-states skill do?

This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies, and neuro-symbolic AI integration.

How do I install it?

Run `npx skills add guanyang/open-agent-hub --skill bdi-mental-states --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From guanyang/open-agent-hub, a repository with 940 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going