Code Gen
Generate code, boilerplate, scaffolding
academic-letter-architect
by lyndonkl
Use when writing recommendation letters, reference letters, or award nominations for students, postdocs, or colleagues. Invoke when user mentions recommendation letter, reference, nomination, letter of support, endorsement, or needs help with strong advocacy, comparative statements, or evidence-based character assessment.
azure-cosmosdb
by alinaqi
Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
cloudflare-d1
by alinaqi
Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations
react-native
by alinaqi
React Native mobile patterns, platform-specific code
android-java
by alinaqi
Android Java development with MVVM, ViewBinding, and Espresso testing
reddit-ads
by alinaqi
Reddit Ads API - campaigns, targeting, conversions, agentic optimization
code-deduplication
by alinaqi
Prevent semantic code duplication with capability index and check-before-write
posthog-analytics
by alinaqi
PostHog analytics, event tracking, feature flags, dashboards
ui-mobile
by alinaqi
Mobile UI patterns - React Native, iOS/Android, touch targets
aws-dynamodb
by alinaqi
AWS DynamoDB single-table design, GSI patterns, SDK v3 TypeScript/Python
tidy-deprecate-function
by tidyverse
Guide for deprecating R functions/arguments. Use when a user asks to deprecate a function or parameter, including adding lifecycle warnings, updating documentation, adding NEWS entries, and updating tests.
kill-criteria-exit-ramps
by lyndonkl
Use when defining stopping rules for projects, avoiding sunk cost fallacy, setting objective exit criteria, deciding whether to continue/pivot/kill initiatives, or when users mention kill criteria, exit ramps, stopping rules, go/no-go decisions, project termination, sunk costs, or need disciplined decision-making about when to quit.
domain-research-health-science
by lyndonkl
Use when formulating clinical research questions (PICOT framework), evaluating health evidence quality (study design hierarchy, bias assessment, GRADE), prioritizing patient-important outcomes, conducting systematic reviews or meta-analyses, creating evidence summaries for guidelines, assessing regulatory evidence, or when user mentions clinical trials, evidence-based medicine, health research methodology, systematic reviews, research protocols, or study quality assessment.
ring:brainstorming
by LerianStudio
Socratic design refinement - transforms rough ideas into validated designs through structured questioning, alternative exploration, and incremental validation.
flowio
by jimmc414
"Parse FCS (Flow Cytometry Standard) files v2.0-3.1. Extract events as NumPy arrays, read metadata/channels, convert to CSV/DataFrame, for flow cytometry data preprocessing."
deeptools
by jimmc414
"NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization."
datamol
by jimmc414
"Pythonic wrapper around RDKit with simplified interface and sensible defaults. Preferred for standard drug discovery: SMILES parsing, standardization, descriptors, fingerprints, clustering, 3D conformers, parallel processing. Returns native rdkit.Chem.Mol objects. For advanced control or custom parameters, use rdkit directly."
astropy
by jimmc414
Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.
telnyx-numbers-services-go
by team-telnyx
Configure voicemail, voice channels, and emergency (E911) services for your phone numbers. This skill provides Go SDK examples.
telnyx-10dlc-java
by team-telnyx
Register brands and campaigns for 10DLC (10-digit long code) A2P messaging compliance in the US. Manage campaign assignments to phone numbers. This skill provides Java SDK examples.
telnyx-account-management-go
by team-telnyx
Manage sub-accounts for reseller and enterprise scenarios. This skill provides Go SDK examples.
telnyx-account-notifications-java
by team-telnyx
Configure notification channels and settings for account alerts and events. This skill provides Java SDK examples.
telnyx-ai-assistants-go
by team-telnyx
Create and manage AI voice assistants with custom personalities, knowledge bases, and tool integrations. This skill provides Go SDK examples.
telnyx-sip-go
by team-telnyx
Configure SIP trunking connections and outbound voice profiles. Use when connecting PBX systems or managing SIP infrastructure. This skill provides Go SDK examples.