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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

ringpre-dev-research

LerianStudio

Gate 0 research phase for pre-dev workflow. Dispatches 3 parallel research agents to gather codebase patterns, external best practices, and framework documentation BEFORE creating PRD/TRD. Outputs research.md w...

GitHub

ringtest-driven-development

LerianStudio

RED-GREEN-REFACTOR implementation methodology - write failing test first, minimal implementation to pass, then refactor. Ensures tests verify behavior.

GitHub

ringpre-dev-api-design

LerianStudio

Gate 4: API contracts document - defines component interfaces and data contracts before protocol/technology selection. Large Track only.

GitHub

competitive-intelligence

LerianStudio

Competitive intelligence skill for analyzing competitive landscape, creating battlecards, and tracking competitor movements.

GitHub

cash-flow-analysis

LerianStudio

Cash flow analysis and treasury management workflow covering liquidity assessment, cash forecasting, working capital optimization, and treasury operations.

GitHub

ringreceiving-code-review

LerianStudio

Review reception protocol - requires technical verification before implementing suggestions. Prevents performative agreement and blind implementation.

GitHub

pmo-retrospective

LerianStudio

Portfolio retrospective skill for capturing lessons learned, process improvements, and organizational learning across completed projects.

GitHub

ringusing-finops-team

LerianStudio

2 FinOps agents for Brazilian financial regulatory compliance (BACEN, RFB, Open Banking). Dispatch for compliance analysis or template generation.

GitHub

ringregulatory-templates

LerianStudio

3-gate regulatory template orchestrator - manages setup, Gate 1 (analysis), Gate 2 (validation), Gate 3 (generation) for BACEN/RFB compliance.

GitHub

resource-allocation

LerianStudio

Resource capacity planning and allocation skill for managing people and skills across multiple projects. Identifies conflicts, gaps, and optimization opportunities.

GitHub

ringwriting-skills

LerianStudio

TDD for process documentation - write test cases (pressure scenarios), watch baseline fail, write skill, iterate until bulletproof against rationalization.

GitHub

ringdev-feedback-loop

LerianStudio

Development cycle feedback system - calculates assertiveness scores, analyzes prompt quality for all agents executed, aggregates cycle metrics, performs root cause analysis on failures, and generates improvemen...

GitHub

ringtesting-anti-patterns

LerianStudio

Test quality guard - prevents testing mock behavior, production pollution with test-only methods, and mocking without understanding dependencies.

GitHub

messaging-creation

LerianStudio

Messaging framework skill for developing value propositions, proof points, and consistent messaging across audiences and channels.

GitHub

ops-capacity-planning

LerianStudio

Structured workflow for infrastructure capacity planning including growth forecasting, scaling strategy, and resource provisioning decisions.

GitHub

ringpre-dev-prd-creation

LerianStudio

Gate 1: Business requirements document - defines WHAT/WHY before HOW. Creates PRD with problem definition, user stories, success metrics.

GitHub

budget-creation

LerianStudio

Complete budgeting and forecasting workflow covering annual budgets, departmental budgets, rolling forecasts, and variance analysis. Delivers documented budgets with approval trails.

GitHub

metrics-dashboard

LerianStudio

KPI and metrics dashboard workflow covering metric definition, data sourcing, visualization design, and anomaly detection. Delivers actionable dashboards.

GitHub

ringusing-dev-team

LerianStudio

7 specialist developer agents for backend (Go/TypeScript), DevOps, frontend, design, QA, and SRE. Dispatch when you need deep technology expertise.

GitHub

ringpre-dev-subtask-creation

LerianStudio

Gate 8: Zero-context implementation steps - 2-5 minute atomic subtasks with complete code, exact commands, TDD pattern. Large Track only.

GitHub

ringvoice-and-tone

LerianStudio

Voice and tone guidelines for technical documentation. Ensures consistent, clear, and human writing across all documentation.

GitHub

ringinterviewing-user

LerianStudio

Proactive requirements gathering - systematically interviews the user to uncover ambiguities, preferences, and constraints BEFORE implementation begins.

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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