Implements and debugs browser Translator API integrations in JavaScript or TypeScript web apps. Use when adding Translator support checks, language-pair availability flows, model download UX, session creation, translate() or translateStreaming() calls, input-usage measurement, or permissions-policy handling for on-device translation. Don't use for server-side translation SDKs, cloud translation services, or generic multilingual content pipelines.

Ollygarden's recommended pattern for setting up OpenTelemetry in Node.js services. Covers project structure, which auto-instrumentations to disable, the entry-point ordering, the programmatic NodeSDK fallback, and the setup checklist (no query strings in telemetry, startup/non-request span hygiene, declarative YAML config, standard OTEL_* env vars honored, lean resource with service.instance.id) closed by a required verification report. Use when adding OTel to a Node.js project, structuring telemetry code, or reviewing an existing setup. Triggers on "node otel setup", "NodeSDK pattern", "auto instrumentation node", "url.query", "query parameter PII", "service.instance.id".

Predict tissue / cell-type expression (log TPM + TPM) from a 9,198–500,000 bp TSS-centered DNA sequence (longer than one 9,198 bp window needs --tss-index) using the Genomic Intelligence G0 Expression model, via the hosted /v1/tasks/expression/predict API. The model is conditioned on a free-text cell-type / assay description.

Fetch a region of cis-eQTL summary statistics from EBI eQTL Catalogue v7+ via tabix-on-FTP. Use when an agent needs eQTL beta / SE / p-value for every variant in a window around a gene's TSS for one specific dataset (study × tissue × quantification method). Input: dataset_id, chromosome, start, end, optional molecular_trait_id. Output: harmonised TSV slice.

Population genetics of pre-aligned DNA sequences or multi-sample VCFs using selected DnaSP 6 methods. Use for diversity, neutrality statistics, linkage disequilibrium, InDel polymorphism, divergence, MK, Ka/Ks and codon usage; not alignment, phasing or clinical interpretation.

Extract numerical data from scientific figure images using Claude vision + OpenCV calibration. Supports 26+ plot types including bar charts, scatter plots, forest plots, Kaplan-Meier curves, box plots, and more.

Code review and validation for CloudBase projects. After writing code for Web / miniprogram / CloudRun / cloud-function projects, call this skill to check for known pitfalls — auth guard misuse, missing database tables, RLS misconfiguration, storage domain setup, and SDK API misuse. Supports automated lint scripts (regex-based) + LLM semantic review.

Code review and validation for CloudBase projects. After writing code for Web / miniprogram / CloudRun / cloud-function projects, call this skill to check for known pitfalls — auth guard misuse, missing database tables, RLS misconfiguration, storage domain setup, and SDK API misuse. Supports automated lint scripts (regex-based) + LLM semantic review.

Use when building ANY watchOS app — app structure, independent apps, Watch Connectivity, Smart Stack widgets, complications, controls, RelevanceKit, background tasks, ClockKit migration.

Use when bridging UIKit and SwiftUI, modernizing UIKit apps (scene lifecycle, resizability), debugging Auto Layout, Combine, TextKit, PencilKit, or UIKit animations.

Use when asking how to use Axiom or what skills exist, capturing console with xclog, symbolicating .ips/MetricKit/.crash crashes with xcsym, driving/validating simulator UI & accessibility with xcui, or analyzing xctrace/CPU profiles with xcprof.

Use when working with ANY data persistence, database, storage, CloudKit, migration, or serialization in an Apple app. Covers SwiftData, Core Data, GRDB, SQLite, Realm, CloudKit sync, file storage, Codable, migrations.

Use when the user wants to run XCUITests, parse test results, view test failures, or export test attachments.

Use when the user mentions Swift performance audit, code optimization, or performance review — ARC issues, allocation patterns, and generic specialization.

Cross-chain token swaps across 54+ blockchains via Symbiosis protocol. Use when the user wants to swap or bridge tokens between any chains — Base, Ethereum, Polygon, Arbitrum, Optimism, BNB Chain, Avalanche, Solana, Bitcoin, TON, Tron, and 40+ more. Supports any-to-any token swaps with automatic routing. Uses Bankr Submit API to execute transactions.

Create and manage pay-per-view (CPM) content campaigns on molty.cash for X (Twitter) posts — earners post about your product/token and get paid per 1,000 views. Two ways to fund a campaign: campaign.create (USDC) or shill.create (your own token). Views are read automatically from X. Payments settle on-chain via x402 on Base or Solana using the Bankr wallet for signing (Bankr itself signs on Base only — molty's other settlement chain, Solana, is available via other wallets in molty's catalog). This skill is scoped to the campaign OWNER side only. Do NOT use for token swaps, DeFi, or non-USDC payments.

Place prediction bets on token prices on Base via AgenticBets. Use when the user wants to bet UP or DOWN on whether a token price will go up or down, check prediction market odds, view open betting rounds, or claim winnings from settled rounds. Supports all tokens with active markets on AgenticBets (AGBETS, CLAWD, MOLT, WCHAN, and more). Uses Bankr Submit API to execute bet and claim transactions on Base.

Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.

Use when setting up or optimizing developer workflows in a monorepo, managing mise tasks, git hooks, CI/CD pipelines, database migrations, or release automation. Invoke for development environment setup, build automation, testing workflows, and release coordination.

Assists with reproducing and triaging NuGet restore issues. Given a GitHub issue from NuGet/Home, analyzes the issue, extracts repro-relevant data, and writes C# tests in the NuGet.Client repo that reproduce the described scenario. Use for NuGet restore bugs, error code investigations, and test authoring tasks.