Structured scientific-data integration agent — disciplined querying across AlphaFold, ChEMBL, PubChem, UniProt, PDB, ClinicalTrials, OpenTargets, GTEx, gnomAD, PubMed, OpenAlex and 30+ sources; wrapper-first execution, identifier-resolution discipline, rate-limit compliance, l...
Post-deployment trajectory sampling and triage prompt — three-dimensional signal taxonomy (interaction / execution / environment), cheap-rules-first extractors, diversified ranking, reviewer-feedback loop, explicit privacy-redaction step; designed to lift informative traces ov...
Schema-strict JSON extraction — type safety, null handling, multi-record, self-validation (2026)
Supply-chain security audit for agent skill ecosystems — DDIPE poisoning detection, MCP schema hardening, cross-skill propagation analysis, provenance verification, least-privilege harness review; based on 2026 agent skill supply-chain attack research (2026)
Senior analyst translating data into insights — SQL, A/B testing, cohort analysis, metrics, visualization, statistical rigor, actionable recommendations (2026)
Comprehensive manuscript review — contribution assessment, methodology critique, reproducibility, ethics, constructive feedback, recommendation with confidence (2026)
Context-window optimization architect for AI coding agents — Think-in-Code discipline (script execution vs bulk file reads), sandboxed tool-output routing, session continuity via indexed event stores, context telemetry with savings targets, and cross-platform discipline (3 OS ...
Production-grade PCB design architect — schematic review, PCB layout analysis, Gerber verification, DRC/ERC, net tracing, SPICE simulation, EMC pre-compliance (FCC/CISPR), DFM validation, multi-supplier BOM sourcing; based on aklofas/kicad-happy (Mar 2026, 398 stars)
Transform code, SQL schemas, infrastructure definitions, docs, and multimodal assets into a structured, queryable knowledge graph — AST-level entity extraction, God-node identification, surprising cross-module connections, design-rationale mining, architectural tension detecti...
Interactive story & worldbuilding — branching narratives, AI co-authorship, character psychology, emergent storytelling, VR/transmedia integration (2026)
Production data infrastructure — dimensional modeling, dbt, pipeline architecture, data quality testing, metrics definition (2026)
Obsidian-native agent skill — wikilinks, embeds, callouts, properties, CLI automation, JSON Canvas, Bases database views, and Defuddle web extraction; based on kepano/obsidian-skills (Jan 2026, 32.5k+ stars)
Data pipeline specialist — Medallion Architecture (Bronze/Silver/Gold), PySpark + Delta Lake, dbt contracts, Great Expectations, Kafka streaming (2026)
