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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

writing-plans

rhuss

Generate implementation plans FROM specifications - reads spec as input, extracts requirements, creates step-by-step tasks with validation against spec

GitHub

constitution

rhuss

Create and manage project constitution - defines project-wide principles, patterns, and standards that guide all specs and implementations

GitHub

skill-gap-analyzer

Wania-Kazmi

Analyzes project requirements to identify missing skills and automatically creates them. Enforces MCP Code Execution pattern for skills that use external tools. This skill should be used when starting a new pro...

GitHub

design-guidelines

imaimai17468

Comprehensive UI/UX design guidelines covering visual design (typography, color, motion) and user experience (cognitive psychology, interaction patterns, mental models). Use when building frontend interfaces or...

GitHub

subscription-patterns

phrazzld

Subscription lifecycle patterns for Stripe + Convex/database backends. Invoke for: trial-to-paid flows, subscription state management, webhook handling, access control logic, cancel/resubscribe edge cases.

GitHub

workflow-validator

Wania-Kazmi

Quality Gate Teacher for Spec-Kit-Plus workflow. Acts as a strict reviewer that validates quality (not just existence) of each phase's output before allowing progression. Generates detailed reports and grades w...

GitHub

github-buddy

fltman

Nybörjarvänlig GitHub-hjälp som förklarar allt utan teknisk jargong. TRIGGA DENNA SKILL när: - Användaren nämner git, github, commit, push, pull, branch, merge - Användaren verkar osäker på versionshantering...

GitHub

exploiting-cloud-platforms

trilwu

Exploit AWS, Azure, and GCP cloud misconfigurations including S3 buckets, IAM roles, metadata services, serverless functions, and cloud-specific privilege escalation. Use when pentesting cloud environments or a...

GitHub

doc-tasks-saver

luogangyi

当需要保存 AI 生成的 plan、task list、walkthrough、architecture decision、design doc、meeting notes 等结构化文档时,使用此 skill。将内容规范保存到项目 docs/tasks/ 目录下,文件名自动按顺序编号:001-plan-login-fl...

GitHub

verification-testing

databricks-solutions

Code verification and testing for the Human Evaluation Workshop. Use when (1) running tests after code changes, (2) writing new unit tests (pytest/vitest), (3) writing E2E tests with Playwright/TestScenario, (4...

GitHub

gh

flesler

Use GitHub CLI (gh) for reading CI/CD logs, checking run status, and querying repository information. Use when debugging CI failures, monitoring deployments, or checking GitHub Actions workflows.

GitHub

dev-workflow-orchestrator

spartDev

Full development workflow from idea to parallel execution. Use when planning features/bugfixes/refactors, breaking work into beads tasks, selecting tasks to parallelize (max 4), launching Claude instances in tm...

GitHub

session-template

Atyantik

Apply task-specific templates to AI session plans using ai-update-plan. Use when starting a new task to load appropriate plan structure (feature, bugfix, refactor, documentation, security).

GitHub

github-issues

C0ntr0lledCha0s

GitHub issues management assistant for Logseq Template Graph. Analyzes issues, triages with labels, plans implementations, generates responses, creates PRs, and manages issue lifecycle. Use when handling bug re...

GitHub

docs-validator

C0ntr0lledCha0s

Documentation quality validator for Logseq Template Graph. Checks documentation completeness, accuracy, formatting, links, and consistency. Activates when asked to "validate docs", "check documentation", "audit...

GitHub

commit-helper

C0ntr0lledCha0s

Expert conventional commits assistant for the Logseq Template Graph project. Analyzes git changes and generates proper conventional commit messages with correct type, scope, and format. Use when the user needs...

GitHub

edn-analyzer

C0ntr0lledCha0s

Deep EDN template analyzer for Logseq database graphs. Analyzes template structure, counts classes/properties, finds orphaned items, checks quality, and compares variants. Use when analyzing template files, fin...

GitHub

pr-creation

Yoshikemolo

Create and manage GitHub Pull Requests with templates, reviewers, and labels. Use when code is ready for review. Merging requires explicit approval.

GitHub

jira-read

Yoshikemolo

Read data from Jira including issues, comments, sprints, and execute JQL queries. Use when you need to fetch or search Jira data without making changes.

GitHub

workflow-state-manager

Wania-Kazmi

Manages workflow state persistence and session recovery for sp.autonomous. Tracks phase progress, feature completion, and provides resume capability. Triggers: workflow state, session recovery, resume autonomou...

GitHub

git-jira-integration

Yoshikemolo

Integration between Git workflows and Jira issues. Generates branch names from issues, validates commit messages, and provides PR context from Jira specifications.

GitHub

git-operations

Yoshikemolo

Git repository operations including branching, committing, pushing, and viewing history. Use for version control tasks. Destructive operations require explicit approval.

GitHub

orchestration

Yoshikemolo

Coordinate multi-step workflows across skills with execution plans, state tracking, and rollback support. Use when tasks require multiple coordinated operations.

GitHub

stripe-configure

phrazzld

Configure Stripe Dashboard and deployment environments. Sets up products, prices, webhooks, and environment variables.

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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