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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

ipv6-first

troykelly

IPv6 is THE first-class citizen. All code, tests, documentation, and configurations MUST be IPv6-first. IPv4 MAY be added only for legacy support as a second-class citizen.

GitHub

code-simplifier

troykelly

Use when asked to simplify recently changed code without changing behavior or explicitly asked to run the code-simplifier subagent.

GitHub

error-recovery

troykelly

Use when encountering failures - assess severity, preserve evidence, execute rollback decision tree, and verify post-recovery state

GitHub

postgis

troykelly

MANDATORY when working with geographic data, spatial queries, geometry operations, or location-based features - enforces PostGIS 3.6.1 best practices including ST_CoverageClean, SFCGAL 3D functions, and bigint...

GitHub

sentry-setup-logging

troykelly

Setup Sentry Logging in any project. Use this when asked to add Sentry logs, enable structured logging, setup console log capture, or integrate logging with Sentry. Supports JavaScript, TypeScript, Python, Ruby...

GitHub

agent-development

troykelly

Use when the user wants to design Codex agent equivalents (specialized workers/profiles/prompt files), define triggering conditions, or build reusable agent prompts and validation tools.

GitHub

style-guide-adherence

troykelly

Use when writing code - follow Google style guides where available, otherwise follow established best practices for the language

GitHub

local-service-testing

troykelly

Use when code changes touch database, cache, queue, or other service-dependent components - enforces testing against real local services instead of mocks

GitHub

worker-dispatch

troykelly

Use to spawn isolated worker processes for autonomous issue work. Creates git worktrees, constructs worker prompts, and handles worker lifecycle.

GitHub

api-documentation

troykelly

Use when API code changes (routes, endpoints, schemas). Enforces Swagger/OpenAPI sync. Pauses work if documentation has drifted, triggering documentation-audit skill.

GitHub

issue-lifecycle

troykelly

Use throughout all work - ensures GitHub issues are updated continuously as work happens, not batched at the end

GitHub

hook-development

troykelly

Use when the user wants to create Codex workflow hooks (pre/post run gates, tool-use validators, stop checks) or needs guidance on hook scripts and hooks.json configuration.

GitHub

project-status-sync

troykelly

Use to keep GitHub Project fields synchronized with actual work state - updates status, verification, criteria counts, and other project-specific fields

GitHub

milestone-management

troykelly

Use for time-based grouping of issues into delivery phases. Creates, updates, and tracks milestones, associates issues and epics, monitors progress toward milestone completion.

GitHub

pr-creation

troykelly

Use after completing implementation - create pull request with complete documentation, proper labels, linked issues, and verification summary

GitHub

review-scope

troykelly

Use before code review - determine if change is minor (review new code only) or major (review impacted code too)

GitHub

sentry-code-review

troykelly

Analyze and resolve Sentry comments on GitHub Pull Requests. Use this when asked to review or fix issues identified by Sentry in PR comments. Can review specific PRs by number or automatically find recent PRs w...

GitHub

no-deferred-work

troykelly

Use during all development - no TODOs, no FIXMEs, no "we'll add this later"; do it now or get explicit deferral permission

GitHub

review-gate

troykelly

HARD GATE before PR creation - verifies review artifact exists in issue comments, all findings addressed or tracked, blocks PR creation if requirements not met

GitHub

database-architecture

troykelly

MANDATORY when designing schemas, writing migrations, creating indexes, or making architectural database decisions - enforces PostgreSQL 18 best practices including AIO, UUIDv7, temporal constraints, and modern...

GitHub

autonomous-operation

troykelly

Use when starting any work session - establishes autonomous operation mode, overriding token limits and time pressure to work until goal is achieved

GitHub

kit-cli-navigator

cased

Run focused `kit` CLI commands (file-tree, symbols, search, semantic discovery, dependency analysis, and exports) to build high-signal repository context fast. Use when you need to understand an unfamiliar code...

GitHub

sentry

cased

Fetches Sentry error context using sentry-cli and helps diagnose and fix bugs in the current codebase. Use when the user wants to investgate or fix a Sentry error.

GitHub

piglet

cased

Manage PostHog feature flags, cohorts, dashboards, and insights via the `piglet` CLI. Use when the user needs to list, create, update, or delete PostHog resources, check flag status, manage rollouts, or export...

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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