Piyush Pal
Community@xrcodexcode · Moradabad
Building NexusDB — an AI-first Personal Knowledge Management System. Exploring LLMs, AI Agents, Graph Engineering, and intelligent developer workflows.
Agent Skills by Piyush Pal
Showing 13 vetted skills indexed across 1 GitHub repositories.
xrcodexcodereview-agent
Audit notes for metadata completeness, schema compliance, tag validity, and link connectivity.
xrcodexcodebiography-research
Researches a person across tiered sources and compiles a verified raw biography file for atomic note extraction.
xrcodexcodecode-auditor
Performs static analysis and security audits on codebase files with structured remediation reports.
xrcodexcodeyoutube-knowledge-ingestion
Converts YouTube transcripts into timestamped study notes with validation and Mermaid diagrams.
xrcodexcodeIngestion Skill
Convert EPUB books to Markdown and extract atomic notes using Gemini.
xrcodexcodemaintenance-agent
Diagnose vault graph health, detect orphan notes, and enforce flat NODES structure.
xrcodexcodeLocal Knowledge Search
Searches Markdown notes via MOC navigation, grep patterns, tags, and Obsidian backlinks.
xrcodexcodeagents
Lists all available agents, subagents, and slash commands in NexusDB with their roles and capabilities.
xrcodexcodeknowledge-agent
Converts raw captured notes into structured atomic knowledge with tagging and linking.
xrcodexcodeplanner-agent
Deconstructs complex tasks into sequenced execution plans coordinating subagents and automations.
xrcodexcodeatomization
Create schema-compliant atomic notes in NODES/ with deduplication, tagging, and graph linkage.
xrcodexcodeyoutube-ingestion-agent
Convert raw YouTube transcripts into validated study notes with controlled tagging and approval gates.
xrcodexcodewriting-agent
Generate synthesis notes, articles, and summaries from atomic knowledge nodes.
Frequently Asked Questions About Piyush Pal
FAQPage SchemaWhat tasks can I perform with NexusDB skills?▼
You can ingest EPUB books and YouTube transcripts into structured study notes, atomize raw research into schema-compliant NODES entries, search notes via grep and MOC navigation, audit metadata and link integrity, and generate synthesis articles from existing atomic nodes.
Who is NexusDB designed for?▼
NexusDB targets knowledge workers, researchers, and developers building personal knowledge management systems in Obsidian. It suits users practicing Zettelkasten-style atomic note-taking who need disciplined frontmatter schemas, controlled tagging, and graph-based note linking.
How does NexusDB search and retrieval work?▼
The Local Knowledge Search skill performs zero-RAM, file-based retrieval across Markdown notes using MOC navigation, grep pattern matching, the vault tag schema, and Obsidian backlinks, avoiding any external database or in-memory index.
What are the prerequisites and dependencies for NexusDB?▼
You need an Obsidian-style Markdown vault with a flat NODES structure, MOC files, and Frontmatter Schema v4 compliance. EPUB ingestion requires Gemini access for concept extraction, and YouTube ingestion requires raw video transcripts as input.
How does NexusDB ensure note quality and consistency?▼
The review-agent validates metadata discipline, schema compliance, and link connectivity at boundary stages before promotion, while the maintenance-agent monitors graph layout and file integrity. Ingestion includes mandatory validation, hallucination prevention, and confidence assessment.