For data scientists

Automated pipeline for retraining ML models with new construction data.

datadrivenconstruction/DDC_Skills_for_AI_Agents_in_Construction

Query the PHEE pharmacovigilance event extraction dataset. An agent skill from QSong-github/DrugClaw.

QSong-github/DrugClaw

Measures timing side channels in cryptographic implementations by running them, using dudect for statistical analysis and Timecop over Valgrind for dynamic tracing.

trailofbits/skills

Authoring a new POC under examples/playground/pocs/. An agent skill from rocky-data/rocky.

rocky-data/rocky

Run large-scale batch NER, PII extraction, or de-identification over many clinical notes on-device with OpenMed, with sharding, checkpointing, resumability, and append-only JSONL output.

maziyarpanahi/openmed

Benchmark an OpenMed PII model with synthetic gold spans and report label-aware exact-span and grapheme recall without emitting identifier surfaces.

maziyarpanahi/openmed

Score an OpenMed clinical or biomedical NER model against a user-supplied gold corpus with entity-level precision, recall, and F1, then break errors down per label.

maziyarpanahi/openmed

Combine OpenMed clinical NLP with Microsoft Presidio, spaCy, or LangChain through OpenMed's built-in interop adapter registry (openmed.interop).

maziyarpanahi/openmed

Scaffold a synthetic gold-standard annotation project for evaluating OpenMed NER and de-identification models — label schema, annotation guidelines, BRAT or Label Studio config, and disjoint…

maziyarpanahi/openmed

Orient and bootstrap any project that uses OpenMed, the on-device clinical and biomedical NLP library, for named-entity recognition, PHI de-identification, FHIR export, and evaluation.

maziyarpanahi/openmed

Authors computable phenotype and cohort definitions in the OHDSI ATLAS / CIRCE style over the OMOP CDM, combining standard concept sets with NLP-derived features that OpenMed extracts.

maziyarpanahi/openmed

De-identify selected free-text columns in a local CSV, JSONL, or Parquet dataset with OpenMed and produce a separate redacted dataset plus a PHI-free aggregate summary.

maziyarpanahi/openmed

De-identify non-English clinical text on-device with OpenMed by passing lang= and locale= to deidentify().

maziyarpanahi/openmed

Evaluate an OpenMed de-identification or clinical NER model against the leakage-first release gates G1a through G8, which gate releases on residual PHI leakage rather than on F1.

maziyarpanahi/openmed

Run clinical and biomedical named-entity recognition on medical text with OpenMed's analyzetext.

maziyarpanahi/openmed

Load OpenMed clinical/biomedical NER models from the Hugging Face Hub or a local path and reuse them efficiently across calls.

maziyarpanahi/openmed

Decodes pipe-delimited HL7 v2.x messages (ADT, ORU, MDM, ORM) into structured segments/fields/components and surfaces OBX-5 and NTE-3 free-text narrative for OpenMed.

maziyarpanahi/openmed

Select an on-device OpenMed PII model from the committed registry by language, runtime format, and size budget, then require recall validation before deployment.

maziyarpanahi/openmed

Extract arbitrary, custom entity types from clinical or biomedical text with no fine-tuning using OpenMed's GLiNER / GLiNER2 zero-shot support.

maziyarpanahi/openmed

Split a clinical note into canonical sections (Chief Complaint, HPI, PMH, Medications, Allergies, Assessment & Plan, etc.) before running OpenMed NER or de-identification, so section context…

maziyarpanahi/openmed

Production machine-learning engineering workflow for data contracts, reproducible training, model evaluation, deployment, monitoring, and rollback.

affaan-m/ECC

A skill your agent uses when changing mesh-llm's llama.cpp patch queue, upstream pin, prepare/build scripts, or carried RPC, MoE, and mesh-hook llama.cpp patches.

Mesh-LLM/mesh-llm

A skill your agent uses when running benchmark orchestration, local single-stage or split benchmarks, benchmark report flow, or performance-oriented skippy runtime checks.

Mesh-LLM/mesh-llm

A skill your agent uses when validating skippy staged execution against full-model execution, adding model families, changing split boundaries, testing activation wire dtypes, or diagnosing mismatch…

Mesh-LLM/mesh-llm

A skill your agent uses when inspecting GGUF models, planning layer ranges, generating or validating skippy package artifacts, fake packages for direct GGUFs, materialized stage cache behavior, or…

Mesh-LLM/mesh-llm

A skill your agent uses when adding, renaming, removing, or reviewing mesh-llm OTLP metrics, telemetry attributes, metrics exporter settings, or telemetry documentation.

Mesh-LLM/mesh-llm

Write reliable prompts for Agentica/REPL agents that avoid LLM instruction ambiguity

parcadei/Continuous-Claude-v3

Creates entity model documents with Mermaid.js ER diagrams and attribute tables defining entities, relationships, data types, and validation rules.

AI-Unified-Process/marketplace

Quick reference for pipe and flow. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Administer MongoDB databases. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

A skill your agent uses when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API.

sickn33/agentic-awesome-skills

Builds focused, single-purpose Stimulus controllers for progressive enhancement.

dilolabs/nosia

A skill your agent uses when improving prompts for any LLM. An agent skill from sickn33/agentic-awesome-skills.

sickn33/agentic-awesome-skills

Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.

sickn33/agentic-awesome-skills

Validate the Dear Agent TXT input, approval and artifact delivery loop.

ljxpython/ai-agent-platform

Build custom LLM evaluation pipelines using the OpenJudge framework.

agentscope-ai/OpenJudge

A skill your agent uses when the user says brain, project knowledge, what do we know about, open tasks, or recent decisions, or runs /brain or /brain-update.

coco-research/coco

A skill your agent uses for ServiceRadar Elixir, Phoenix, LiveView, Ash/Ecto, migrations, external downloads, Hex dependencies, formatting, or Dialyzer work.

carverauto/serviceradar

Local development environment management for Polar using Docker

polarsource/polar

TikTok user profile video scraper: input a TikTok username → output the user's profile info plus paginated video list with full metadata (engagement stats, music, video meta).

browser-act/skills

TikTok keyword search video scraper: input search keyword → output paginated video list with full metadata (author, engagement stats, music, video meta).

browser-act/skills

A skill your agent uses when the user asks to "check zero-shot", "audit few-shot anchoring", "find example anchoring", or invokes /zero-shot.

jongwony/epistemic-protocols

A skill your agent uses when composing factcheck or research prompts — IFCN 원칙 기반 검증 워크플로우와 일반 리서치 템플릿을 담은 레퍼런스의 라우팅 인덱스.

treylom/prompt-engineering-skills

Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations.

github/awesome-copilot

A skill your agent uses to get context about Fabric Lakehouse and its features for software systems and AI-powered functions.

github/awesome-copilot

Debug LLM applications using the Phoenix CLI. An agent skill from github/awesome-copilot.

github/awesome-copilot

Power BI semantic modeling assistant for building optimized data models.

github/awesome-copilot

📝 Prompt Library workflow skill. An agent skill from diegosouzapw/awesome-omni-skills.

diegosouzapw/awesome-omni-skills