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ability.ai

Official

@abilityai

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33Public Repos
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19Published Skills

Offers structured knowledge management and semantic synthesis capabilities for Obsidian-based research environments and personal knowledge base architectures.

Skills Distribution
DomainData Systems...Knowledge Management (40%)Semantic Search (30%)Content Synthesis (30%)

Agent Skills by ability.ai

Showing 19 vetted skills indexed across 1 GitHub repositories.

AbilityaiAbilityai
103

elicitation-techniques

Probe user thinking and extract insights via structured cognitive interviewing techniques.

Official
Intermediate
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get-perspective-on

Extract Eugene's contrarian perspective on a topic via semantic search and synthesis.

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Intermediate
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integrate-recent-notes

Analyze recent notes against a knowledge base using local brain search.

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Intermediate
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search-vault

Search local Obsidian vault notes using keyword and semantic queries.

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Intermediate
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deep-research

Orchestrate autonomous research pipelines to extract insights and map connections into a knowledge base.

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Advanced
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auto-discovery

Discover non-obvious cross-domain connections between notes by analyzing conceptual strength.

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Advanced
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insight-capture-format

Define a standardized Markdown format for documenting unique insights in a knowledge base.

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Basic
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recall

Retrieve relevant knowledge from an Obsidian vault via multi-layer semantic search.

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Intermediate
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nano-banana-image-generator

Generate images from text prompts using Google's Gemini 2.5 Flash Image model.

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Intermediate
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analyze-kb

Analyze an Obsidian knowledge base structure and connectivity metrics.

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Advanced
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epub-chapter-extractor

Extract EPUB chapters into separate markdown documents.

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Intermediate
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create-article

Generate long-form articles from knowledge base notes with tone and structure templates.

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Advanced
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update-changelog

Appends session modifications to a master changelog markdown file for version control.

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Basic
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changelog-protocol

Generate dated changelog files documenting agent sessions with structured content.

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Basic
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refresh-index

Rebuild the FAISS vector index for updated semantic search accuracy.

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Basic
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synthesize-insights

Synthesize related notes into coherent narratives, frameworks, or arguments.

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Intermediate
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epistemic-classification

Classify information into confirmed findings, theoretical frameworks, hypotheses, and speculative synthesis.

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Intermediate
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self-diagnostic

Run read-only self-diagnostics on the Cornelius agent to verify skills, commands, and dependencies.

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Advanced
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find-connections

Discover hidden connections and patterns between knowledge base notes using semantic search and network analysis.

Official
Advanced

Frequently Asked Questions About ability.ai

FAQPage Schema
What specific tasks can be performed using these knowledge management capabilities?

These capabilities enable semantic searching of local Obsidian vaults, extraction of EPUB chapters into markdown, synthesis of fragmented notes into coherent narratives, and epistemic classification of information into findings, frameworks, or hypotheses. It facilitates deep research by mapping connections between disparate notes and maintaining structured changelogs for session history.

Which personas benefit most from these research and synthesis functions?

Knowledge workers, academic researchers, and technical writers who maintain extensive personal knowledge bases in Obsidian will find these functions most beneficial. The system is designed for individuals who require rigorous epistemic classification, deep-dive research synthesis, and the ability to discover non-obvious patterns across large volumes of personal documentation.

What are the primary prerequisites for deploying these research functions?

The primary prerequisite is an existing Obsidian vault containing markdown-formatted notes. Users must also have a configured FAISS vector index to enable semantic search and retrieval. The system relies on local file access to your vault directory to perform indexing, connection mapping, and content synthesis tasks.