Integrations & APIs

soden46 Skill

Laravel guidance to evolve APIs safely using versioned DTOs/transformers, deprecations, and compatibility tests

dtsong Skill

Use when planning SoC integration including bus fabric architecture, memory map allocation, IP qualification, interrupt routing, and design-for-test strategy. Covers AMBA/AXI protocols, register map design, DFT insertion, and production test planning. Do not use for RTL design flow (use chip-design-flow) or block-level verification (use verification-methodology).

dtsong Skill

Use when guiding RTL-to-GDSII chip design flow including RTL coding style, synthesis constraints, place-and-route strategy, timing closure, and tape-out checklist. Do not use for verification methodology (use verification-methodology) or SoC integration (use soc-integration).

dtsong Skill

Use when designing verification environments, planning coverage-driven closure, or architecting UVM testbenches. Covers constrained-random stimulus, functional coverage models, assertion-based verification, formal property checking, and coverage closure planning. Do not use for RTL design flow (use chip-design-flow) or SoC integration (use soc-integration).

njs14 Skill

Resolve product, API, and workflow tradeoffs from the consuming user's experience, including failure and maintenance paths, rather than implementation convenience.

njs14 Skill

When no external compatibility promise applies, inventory callers, migrate them to the chosen internal API, and remove the old path in the same bounded wave.

impertio-studio Bundle

Use when writing Blender Python scripts that access bpy module structure, RNA data, the context system, dependency graph, or operator invocation. Prevents the common mistake of accessing context attributes outside their valid scope or calling operators without checking poll(). Covers bpy.data, bpy.context, bpy.ops, depsgraph evaluation, and RNA property access patterns across Blender 3.x/4.x/5.x. Keywords: bpy, Blender Python, RNA, context, depsgraph, operator, bpy.data, bpy.ops, how to start scripting Blender, Blender Python basics, access objects in scene, get selected object.

lgwanai Skill

Generate an AI-SPEC.md design contract for phases that involve building AI systems.

axt-team Bundle

使用 UAPI 的“获取API端点使用统计”单接口 skill，处理 获取API端点使用统计、使用统计 等请求。 Use when the user wants get status usage, status usage, usage, rate limit status, usage statistics, concurrency status, or when you need to call GET /status/usage directly.

axt-team Bundle

使用 UAPI 的“步骤1：上传加密数据”单接口 skill，处理 步骤1：上传加密数据、加密剪贴板、端到端加密文本、加密分享 等请求。 Use when the user wants post clipzy store, api store, store, clipzy, or when you need to call POST /api/store directly.

clawic Skill

Build or review an external integration QA lab with official surface snapshots, coverage matrices, fixtures, opt-in live lanes, and safe credential handling.

clawic Skill

Review framework vs host ownership for permissions, approvals, grants, native execution, storage, daemons, and Clawix integration.

jaechang-hits Skill

Open-source bio-image data management. Use the omero-py client to connect to an OMERO server, retrieve images as numpy arrays, annotate with tags and key-value pairs, manage ROIs, and feed image data into Python analysis pipelines — programmatically, no GUI.

jaechang-hits Skill

Access USPTO patent data via PatentsView REST API and Google Patents Public Data (BigQuery). Search by inventor, assignee, CPC, or keywords; download metadata and claims; analyze portfolios; track tech trends. For IP landscape analysis, competitor monitoring, prior art search, and tech forecasting in life sciences and biotech.

jaechang-hits Skill

Benchling R&D Python SDK: CRUD on registry entities (DNA, RNA, proteins, custom), inventory, ELN, workflow automation. Needs Benchling account and API key. Use biopython for local sequence analysis; pubchem for chemical DBs.

jaechang-hits Skill

Query OpenAlex REST API for 250M+ scholarly works, authors, institutions, journals, concepts. Search by keyword, author, DOI, ORCID, or ID; filter by year, OA, citations, field; retrieve citations, references, author disambiguation. Free, no auth. For PubMed use pubmed-database; preprints use biorxiv-database.

jaechang-hits Skill

protocols.io REST API: search and fetch wet-lab, bioinformatics, and clinical protocols by keyword, DOI, or category, with steps, reagents, materials, equipment, timing. Public access free; auth needed for private or publishing. Pair with opentrons-protocol-api or benchling-integration to execute.

jaechang-hits Bundle

NHGRI-EBI GWAS Catalog REST API for SNP-trait associations from published GWAS. Query studies, associations, variants, traits, genes, summary stats. Build PRS candidates, analyze pleiotropy, fetch stats for Manhattan plots. No auth.

jaechang-hits Skill

Query ARCHS4 REST API for uniformly processed RNA-seq expression, tissue patterns, co-expression across 1M+ human/mouse samples. Retrieve z-scores, co-expressed genes, samples by metadata, HDF5 matrices. For variant population genetics use gnomad-database; for pathway enrichment use gget-genomic-databases (Enrichr).

jaechang-hits Skill

Query the ClinPGx (formerly PharmGKB) REST API plus the CPIC PostgREST companion API for pharmacogenomic clinical annotations, CPIC/DPWG dosing guidelines, gene-drug pairs, variant-drug associations, FDA/EMA drug labels, and PGx pathways. Two-host architecture: api.clinpgx.org for annotation records, api.cpicpgx.org for genotype→recommendation lookups. No auth. For germline pathogenicity use clinvar-database; for somatic cancer PGx use cosmic-database or opentargets-database; for drug bioactivity use chembl-database-bioactivity.

jaechang-hits Skill

Detect somatic CNVs from WES/WGS/targeted BAMs (CNVkit v0.9.x). Bin coverage in target/antitarget regions, normalize vs reference, segment with CBS/HMM, call amps/dels, scatter/diagram plots, purity/ploidy, VCF/SEG export. CLI plus Python API (cnvlib). Use GATK CNV for deep WGS with population controls; use CNVkit for targeted/exome where antitarget bins matter.

jaechang-hits Skill

Cancer genomics (TCGA et al.) via cBioPortal REST API. Retrieve somatic mutations, CNAs, expression, clinical data (survival/stage/treatment) across thousands of studies. Use for TMB, oncoprints, survival analysis. For population frequencies use gnomad-database; for drug-gene interactions use opentargets-database.

jaechang-hits Skill

Query UniProt REST API: search by gene/protein name, fetch FASTA, map IDs (Ensembl, PDB, RefSeq), access Swiss-Prot annotations. Use bioservices for multi-DB access; alphafold-database-access for structures.

systempromptio Skill

Build library extensions for systemprompt.io with Rust - architecture, traits, schemas, API routes, jobs, and code review

jylhis Bundle

Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.

jylhis Skill

Grafana observability umbrella — routes to the right Grafana sub-skill for the task. Use when the user mentions Grafana generally or asks about observability, dashboards, alerting, or monitoring without naming a specific sub-area, or when you need to figure out which Grafana skill applies. Covers: alerting and IRM (alert rules, contact points, notification policies, on-call, SLOs), dashboard authoring (panel types, JSON, variables, transformations, API push), OpenTelemetry instrumentation (SDK, OTLP, Alloy, sampling), Grafana OSS (provisioning, data sources, grafana.ini, roles), and PromQL (rate, aggregation, histogram_quantile, recording rules, cardinality). Read the routing table below, then load the specific sub-skill.

jylhis Bundle

Answer questions about spatial data using DuckDB. Use when the user mentions locations, coordinates, lat/lng, distances, maps, addresses, "near", "within", "closest", geographic names, or spatial file formats (GeoJSON, Shapefile, GeoPackage, GPX, GeoParquet). Also triggers when the user wants to find places, buildings, or roads — Overture Maps provides free global data on S3 with zero API keys. Handles spatial joins, distance calculations, containment checks, density analysis, and format conversions for geographic data.

jylhis Bundle

Configure Grafana OSS — provisions dashboards from YAML, sets up data sources (Prometheus / Loki / Tempo / Pyroscope), writes dashboard JSON with template variables, builds panel queries, assigns built-in roles (Viewer / Editor / Admin / GrafanaAdmin), mints service-account tokens, edits grafana.ini server config, creates annotations, installs plugins via provisioning, and validates each step with a health-check curl. Use when building dashboards, configuring data sources, setting up provisioning YAML, picking a panel type, writing template variables, managing users and roles, configuring SMTP/OAuth in grafana.ini, creating annotations via API, troubleshooting why a provisioned dashboard isn't showing up, or running Grafana OSS locally — even when the user says "set up a Prometheus data source", "provision dashboards from git", "make a service account", or "configure SSO in OSS" without saying "Grafana OSS".

jylhis Bundle

Write and review code comments: when a comment earns its place versus self-documenting code, explaining why and intent rather than restating what, doc comments (docstrings, JSDoc/TSDoc, godoc, rustdoc, Javadoc) versus inline notes, TODO and FIXME conventions, avoiding comment rot and commented-out code, and the AI tendency to over-comment. Use when writing or reviewing comments, documenting an API, or cleaning up noisy or redundant comments.

jylhis Bundle

Configure Grafana Alerting, Incident Response Management (IRM), and SLOs end-to-end — provisions Grafana-managed and data-source-managed alert rules, contact points (Slack/PagerDuty/email/webhook), notification policies with hierarchical matchers, silences, mute timings, on-call schedules and escalation chains, incident-management integrations, and SLOs with multi-window burn-rate alerts. Use when configuring alerts, debugging notification routing, setting up on-call rotations, declaring or managing incidents, defining SLOs, provisioning alerting via YAML or API, picking matchers for a notification policy, building a PagerDuty/Slack webhook receiver, or troubleshooting why an alert isn't firing — even when the user says "page me on errors", "alert me when X happens", "route this to the platform team", or "set up an SLO" without naming Alerting or IRM.

jylhis Bundle

Prepares tax-season materials for small business owners — framed as deliverables for their accountant, not tax advice. Two modes: (1) quarterly estimated tax calculation — pulls YTD net income from QuickBooks and calculates the federal income tax + self-employment tax liability and quarterly payment due; (2) year-end 1099 prep — scans QuickBooks, PayPal, and Stripe for contractors paid over $600, builds a 1099-NEC candidate list with missing W-9 flags, and produces a plain-English summary a CPA can work from directly. Trigger this skill whenever the user mentions: quarterly taxes, estimated tax payment, how much to set aside for taxes, 1099s, 1099-NEC, year-end tax prep, contractor payments, W-9s, or any phrase suggesting they are preparing for a tax deadline or handing materials to an accountant. Also trigger proactively when a user asks about net profit or YTD income in a context that suggests they are worried about their tax bill.

jylhis Bundle

Trunk-based development with short-lived branches, daily integration, and never-break-main. Use when branching, planning commit cadence, handling work that spans more than a day, or deciding whether to fix-forward or revert.

charlesmu99 Bundle

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charlesmu99 Bundle

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charlesmu99 Bundle

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edmundmiller Bundle

Uses Home Assistant APIs on NixOS for integration config flows, entity/device inspection, and token setup. Use for live HA API work rather than declarative Nix edits.