Data
memory-os
Seven-layer memory system with Qdrant, structured facts, fabric recall and auto-curation. The most opinionated provider here.
Data
screenpipe
Records your screen continuously and feeds it to Hermes and 100+ other agents. Local and private.
Data
graph-build
Builds or updates the code knowledge graph via tree-sitter AST and SQLite
Data
extract
Builds the gauntlet knowledge base from AST extraction and AI enrichment
Data
data-scientist
Use this agent when you need to analyze data patterns, build predictive models, or extract statistical insights from datasets. Invoke this agent for exploratory analysis, hypothesi…
Data
polaris-local-forge
**[REQUIRED]** Use for **ALL** requests involving local Apache Polaris: setup, API queries, catalog operations, L2C migration, cleanup, teardown. **AUTO-ACTIVATE:** If `.snow-utils…
Data
glyph-arts
glyph-arts -- terminal-visible chart toolkit. All chart types directly in the CLI -- no files, no GUI. incplot-style auto plotting (JSON/JSONL/CSV/TSV inference), plotext (kline/ca…
Data
nb-care-tracker
Record and track the hospital treatment and home care journey for a child with neuroblastoma (stage IV). This skill structures natural language input (daily reports, lab results, c…
Data
collapse-r
Expert guidance for the collapse R package (v2.x) — fast, class-agnostic data transformation and statistical computing, core of the fastverse. Covers Fast Statistical Functions (fm…
Data
logseq-skill
LLM-powered query layer for Logseq vaults. SQLite + FTS5 + jieba CJK tokenizer for sub-millisecond cross-vault search, backlinks, and TODO aggregation that Logseq desktop can't del…
Data
surrealdb
Expert SurrealDB 3 architect and developer skill (tracks v3.1.4+). SurrealQL mastery, multi-model data modeling (document, graph, vector, time-series, geospatial), schema design, s…
Data
irma
Query the Finnish Orienteering Federation's IRMA system at irma.suunnistusliitto.fi. Look up orienteering competition results, search athlete/person results, get ranking statistics…
Data
cupynumeric-hdf5
Read and write large cuPyNumeric arrays to HDF5 with Legate's parallel, distributed HDF5 I/O (legate.io.hdf5: to_file, from_file, from_file_batched). Use when a developer needs to …
Data
servicegraph
The branded entry point to ServiceGraph — use whenever the user explicitly names ServiceGraph: "use ServiceGraph to…", "what datasets does ServiceGraph have", "search ServiceGraph …
Data
dy-note
DyNote: systematically and efficiently extract raw Douyin/DY video data and analyze videos, comments, accounts, hashtags, and short-video scenes into evidence-graded learning notes…
Data
service-metrics-data-model
Use when designing or reporting on Salesforce Service Cloud service metrics — covers the Case, Entitlement, and CaseMilestone object model, MTTR derivation via BusinessHours.diff()…
Data
alterlab-geopandas
Reads, writes, and analyzes geospatial vector data with the GeoPandas Python library (shapefiles, GeoJSON, GeoPackage), with PostGIS support and integration with matplotlib, folium…
Data
databases
Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing d…
Data
cruscotto-cli
CLI tool for querying official Italian municipal data from Cruscotto Italia (AgID) via static JSON shards. Covers 7,896 communes across 31 thematic sections plus extended archives …
Data
profile-imaging
Profiles a medical-imaging dataset before modeling: acquisition grid, voxel spacing, orientation, intensity range, present label values, target volume fraction, and size in millili…
Data
garmin-health-analysis
Talk to your Garmin data naturally - "what was my fastest speed snowboarding?", "how did I sleep last night?", "what was my heart rate at 3pm?". Access 20+ metrics (sleep stages, B…
Data
text-as-data-cn
中文文本即数据/计算社会科学操作技能（可执行）：把政策文本、媒体语料、舆情、议案等大规模中文文本落成"语料构建→预处理/分词→表示→分析→验证→回写"流水线。核心 scripts/textstat.py（仅标准库）做词频/TF-IDF/关键词/共现网络，分词用 jieba（可选前端）；主题模型(LDA/STM)、词向量等重型分析指引到 gensim/skle…
Data
fpp-forecast
Executes time-series forecasting via Hyndman’s “Forecasting: Principles and Practice” methodology and Nixtla tools. Activates only on explicit `/fpp-forecast` command; otherwise br…
Data
Mnemosyne
Local-first, sub-millisecond memory system built specifically for Hermes. SQLite + sqlite-vec hybrid search (50% vector / 30% FTS5 / 20% importance), BEAM tiered architecture (work…
Data
data-eng-sme
Builds deep technical content for data engineering and cloud topics. Produces architecture notes, executable code, trade-offs, and schemas for GCP (BigQuery, Dataflow, Pub/Sub, Com…
Data
fluent-db-updater
Atomically update all 6 Fluent learner databases (learner-profile, progress, mistakes, mastery, spaced-repetition, session-log) at session end by calling .claude/hooks/update-db.py…
Data
tidy-r
Modern tidyverse patterns, style guide, and migration guidance for R development. Use this skill when writing R code, reviewing tidyverse code, updating legacy R code, or enforcing…
Data
fast-pdf-to-markdown
Convert authorized local PDF files into fast, searchable, page-anchored Markdown with a JSON quality report and content-addressed cache. Use for reading, indexing, searching, chunk…
Data
databricks-expert-agent
Transforms any AI coding agent into a Senior Databricks Solutions Architect that designs, implements, and reviews production-grade Databricks solutions with Unity Catalog governanc…
Data
sharding-strategy
Use when reasoning about horizontal partitioning of data across nodes for storage capacity and write throughput beyond a single node: the three foundational partitioning schemes (r…
Data
duckdb-analytics
Runs analytical SQL over Parquet/CSV/JSON without a warehouse. Replaces pandas for data wrangling, joins S3 data in-place, builds local data marts, or embeds OLAP into an app. Hand…
Data
targets-r
Modern patterns for reproducible analysis pipelines with the targets R package. Use this skill when writing `_targets.R`, defining targets, debugging pipeline failures, running ind…
Data
integration-postgres
Connect a PostgreSQL database (any provider — self-hosted, RDS, Cloud SQL, Neon, Supabase, PlanetScale-Postgres, DigitalOcean, etc.) to a self-hosted Hermes Agent over SSH. Uses th…
Data
dive
Build a complete dive: dbt marts SQL, manifest, TSX component, DivesPage registration, shared verifications seed rows, and methodology content. Enforces grain-first design and user…
Data
ws-excel-paid
Professional Excel toolkit for analysts and teams. Adds multi-sheet merging, pivot tables, charts, large-scale data handling, automation pipelines, and database connectivity on top…
Data
mineru-pdf-reader
Use this skill whenever the user asks to read, parse, or process one or more PDF files (.pdf). It converts the PDFs into Markdown using the MinerU (TextIn) API to handle long conte…
Data
hiredata-map-staffing-lifecycle
Applies staffing-agency and ATS domain expertise—covering actors, ownership, match lifecycle stages, candidate- vs job-driven markets, and communication cadence—to recruitment data…
Data
cupynumeric-parallel-data-load
Load a sharded, on-disk dataset (sharded .npy, Parquet/Arrow, raw binary, sharded HDF5, custom layouts) into a distributed cuPyNumeric ndarray via a manual partition + leaf @task l…
Data
fixed-income
Multi-agent system specialized in global fixed income. Activate on mentions of bonds, TES, yield curves, interest rates, duration, convexity, credit spreads, corporate or sovereign…
Data
precise
Online (incremental) covariance, correlation, and precision estimation in Python — the streaming complement to sklearn.covariance. Use when code needs a covariance/correlation matr…
Data
imaging-data-commons
Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Invoke for any question about IDC collections, cancer imaging datasets, DICOM data acce…
Data
statsfm
Music data analysis tool for Spotify and Apple Music, powered by the stats.fm API. Explains what listening data means — computes shares, normalizes periods, and contextualizes ever…
Data
dq-adresar
Connects addresses to national registries (RÚIAN, UIR-ADR, or equivalents) via match codes, hierarchical index precision (building, street, municipality), diacritic-free fuzzy matc…
Data
geo-infer
Geospatial Active Inference framework with 44 modules for ecological, civic, and commercial spatial analysis. Use when working with geospatial data, Active Inference, Bayesian mode…
Data
agami-model
Single dashboard for the active semantic model — browse, curate, and sign off the trust layer. Search all subjects, tables, fields, metrics, entities, and joins; edit metadata; exc…
Data
spreadsheet-data-cleaning
Profiles, cleans, standardizes, transforms, fills, and deduplicates spreadsheet or delimited data into an authorized output with traceable rules, before/after stats, audit log, and…
Data
tres-recon-gaps
Query, display, and resolve reconciliation gaps from the TRES Finance MCP connector. Activate only on explicit user requests to view or close gaps (e.g., "show reconciliation gaps"…
Data
excel-master
从 DataFrame 生成/美化摩根士丹利标准格式的 Excel 报表。纯 openpyxl，零 xlwings，一次保存线性流程。支持 beautify（保留公式只改格式）和 make_excel（从零生成）两种模式。12 套色系主题（水蓝/深海蓝/墨玉绿/陨石灰蓝/勃艮第红/珊瑚橙/樱花粉/暖阳橙/薰衣草紫/抹茶绿/蜜桃/雾蓝紫），条件格式自适应，类型…
Data
osservaprezzi
Retrieves public prices from Italy's MIMIT Price Observatory via the `osservaprezzi` CLI—monthly consumer prices by province (food, fuel, fish, produce, services) and weekly wholes…
Data
enrich-context
Augments a Wren project with business context missing from schema: enum meanings, units, NULL semantics, sentinels, soft-delete rules, synonyms, time conventions, cross-system IDs,…
Data
qdrant-model-migration
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero…
Data
mongo-migration
MongoDB schema migration safety reviewer and script generator. Use for any schema change—field additions or removals, index builds, validator updates, document migrations, shard ke…
Data
bio-clinical-databases-somatic-signatures
Extracts COSMIC v3.4 mutational signatures (84 SBS, 11 DBS, 18 ID, 24 CN, 16 SV) from somatic VCFs using SigProfilerSuite, MutationalPatterns, MuSiCal, SigNet, or HRDetect. Support…
Data
bio-spatial-transcriptomics-spatial-statistics
Analyzes spatial transcriptomics data to detect spatially variable genes, spatial autocorrelation, and cell-type colocalization using Squidpy with PySAL/esda. Supports method selec…
Data
fabric-data-engineering
Reviews Microsoft Fabric data engineering items—Lakehouse, OneLake, medallion architecture, Spark notebooks, pipelines, Dataflows Gen2, Delta/Parquet, shortcuts, Real-Time Intellig…
Data
awcms-mini-visitor-analytics
Handles any part of the AWCMS-Mini visitor analytics epic (Issues #617-#624). Use when modifying VISITOR_ANALYTICS_* config, session/event/rollup schemas, identity/UA/bot helpers, …
Data
portaljs-define-schema
Define a dataset's metadata profile by inferring a Frictionless Table Schema from its data, add Data Package metadata (license, sources, keywords), and write it into datasets.json …
Data
bio-atac-seq-differential-accessibility
Identify differentially accessible chromatin regions across conditions using DiffBind, csaw, DESeq2, or edgeR. Use when comparing ATAC-seq accessibility between treatment groups, c…
Data
forge-migrations
Safe Postgres and MySQL migrations with lock-free patterns, batched backfills, NOT VALID plus VALIDATE approach, reversibility, zero-downtime deploys, and separation of index DDL f…
Data
tej-variable-mapper
Maps Compustat/CRSP variable definitions to precise TEJ Taiwan fields and codes, outputting a three-column mapping table (journal definition, TEJ field/code, GAAP-IFRS gaps and pro…
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