Browse Skills

plot-consistency-checker.md

1

1 export plot-consistency-checker

2 from "IzmaIkhlaque/AIDD-30-days-challenge-"

3 Checks book plots for inconsistencies in timelines, character actions, facts, and logic. Use this to review drafts or outlines for holes and suggest fixes.

2026-01-05

cicd-pipeline-management.md

1

1 export cicd-pipeline-management

2 from "hackur/web-standards-playground-showcase"

3 GitLab CI/CD pipeline optimization, Docker image building, caching strategies, and 3-stage deployment workflow

2026-01-05

testing-test-writing.md

1

1 export testing-test-writing

2 from "imkdw/imkdw-dev"

3 Write unit and integration tests following the project's testing patterns with Jest. Use this skill when creating test files (*.spec.ts), writing unit tests for DTOs and domain entities, writing integration tests for use cases and queries, setting up test fixtures, or using test utilities. This includes organizing tests in test/unit/ and test/integration/ directories, using proper test naming conventions, mocking external dependencies, and testing with real database transactions for integration tests. Apply when working with any *.spec.ts file, test fixtures, or implementing the project's test-behavior-not-implementation philosophy.

2026-01-05

data-architecture.md

1

1 export data-architecture

2 from "pluginagentmarketplace/custom-plugin-software-architect"

3 Design data architectures with modeling, pipelines, and governance

2026-01-05

building-rag-systems.md

1

1 export building-rag-systems

2 from "mjunaidca/mjs-agent-skills"

3 Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval.Use when implementing document ingestion pipelines, vector search with Qdrant, or context-awareretrieval. Covers chunking strategies, change detection, payload indexing, and context expansion.NOT when doing simple similarity search without production requirements.

2026-01-05

dev-cli-development.md

1

1 export dev-cli-development

2 from "ai-debugger-inc/aidb"

3 Guide for developing AIDB dev-cli commands and services. Covers Click framework patterns, service architecture, command development, decorators, error handling, CommandExecutor, CliOutput, BaseService, BaseManager patterns. Use when working with src/aidb_cli/, adding CLI commands, creating services, or integrating with Docker/test/adapter systems.

2026-01-05

elo-ratings-math.md

1

1 export elo-ratings-math

2 from "mcclowes/elo-elo"

3 Explains the mathematical principles behind Elo rating systems, including expected score calculation, rating updates, and the K-factor. Use when implementing or understanding competitive rating systems.

2026-01-05

aws-cloudwatch.md

1

1 export aws-cloudwatch

2 from "pluginagentmarketplace/custom-plugin-aws"

3 Implement monitoring, alerting, and observability with CloudWatch

2026-01-05

mcp-executor.md

1

1 export mcp-executor

2 from "mcfearsome/cc-colony"

3 Execute complex multi-tool MCP workflows directly using TypeScript or Python. As the MCP executor agent, you have MCP servers configured and write code that composes multiple tool calls. Use for 3+ MCP tool calls, complex data processing, parallel operations, or retry logic. This skill is colony-aware - you execute code directly via Bash without subagents.

2026-01-05

lora.md

1

1 export lora

2 from "itsmostafa/llm-engineering-skills"

3 Parameter-efficient fine-tuning with Low-Rank Adaptation (LoRA). Use when fine-tuning large language models with limited GPU memory, creating task-specific adapters, or when you need to train multiple specialized models from a single base.

2026-01-05

skill-creator.md

1

1 export skill-creator

2 from "basher83/agent-auditor"

3 This skill should be used when the user asks to "create a skill", "build a skill", "write a new skill", "generate SKILL.md", "write skill frontmatter", "package a skill", "organize skill content", "add progressive disclosure", needs guidance on skill structure, bundled resources (scripts/references/assets), or wants to extend Claude's capabilities with specialized knowledge, workflows, or tool integrations.

2026-01-05

microservices-patterns.md

1

1 export microservices-patterns

2 from "drgaciw/academic-athletics-saas"

3 Implement microservices patterns including service decomposition, communication patterns, saga patterns, circuit breakers, and API gateways. Use when designing distributed systems or decomposing monoliths into microservices.

2026-01-05

east-py-datascience.md

1

1 export east-py-datascience

2 from "elaraai/east-py"

3 Data science and machine learning platform functions for the East language (TypeScript types). Use when writing East programs that need optimization (MADS, Optuna, SimAnneal, Scipy), machine learning (XGBoost, LightGBM, NGBoost, Torch MLP, Lightning, GP), ML utilities (Sklearn preprocessing, metrics, splits), or model explainability (SHAP). Triggers for: (1) Writing East programs with @elaraai/east-py-datascience, (2) Derivative-free optimization with MADS, (3) Bayesian optimization with Optuna, (4) Discrete/combinatorial optimization with SimAnneal, (5) Gradient boosting with XGBoost or LightGBM, (6) Probabilistic predictions with NGBoost or GP, (7) Neural networks with Torch MLP or Lightning, (8) Data preprocessing and metrics with Sklearn, (9) Model explainability with Shap.

2026-01-05

verify.md

1

1 export verify

2 from "jongwony/epistemic-protocols"

3 This skill should be used when the user asks to "verify protocols", "check consistency before commit", "validate definitions", "run pre-commit checks", "verify soundness", or wants to ensure epistemic protocol quality. Invoke explicitly with /verify for pre-commit validation.

2026-01-05

speckit-workflow.md

1

1 export speckit-workflow

2 from "nprbst/speck-core"

3 Manages complete Spec-Driven Development lifecycle from constitution to implementation. Enforces sequential phases, constitutional governance, and quality gates. Use when developing features following SDD methodology or creating specifications.

2026-01-05

whole-regrouper.md

1

1 export whole-regrouper

2 from "Goobee811/Whole"

3 Phân tích, gom nhóm, và ĐỒNG BỘ THÔNG MINH giữa Tổng Quan listing và actual group headers.v5.1.0: Intelligent Analysis with agent integration - phân tích thực sự cả hai với hỗ trợ từ specialized agents.

2026-01-05

mcp-code-mode.md

1

1 export mcp-code-mode

2 from "MichelKerkmeester/opencode-dev-environment"

3 MCP orchestration via TypeScript execution for efficient multi-tool workflows. Use Code Mode for ALL MCP tool calls (ClickUp, Notion, Figma, Webflow, Chrome DevTools, etc.). Provides 98.7% context reduction, 60% faster execution, and type-safe invocation. Mandatory for external tool integration.

2026-01-05

excalidraw-diagrams.md

1

1 export excalidraw-diagrams

2 from "robtaylor/excalidraw-diagrams"

3 Creates Excalidraw diagrams programmatically. Use when the user wants flowcharts, architecture diagrams, system designs, or any visual diagram instead of ASCII art. Outputs .excalidraw files that can be opened directly in Excalidraw or VS Code with the Excalidraw extension.

2026-01-05

jira.md

1

1 export jira

2 from "averycrespi/claudefiles"

3 This skill should be used when the user asks about Jira work items, sprints, boards,or projects. Activates when detecting: ticket IDs (PROJ-123), questions about "currentsprint", "my tickets", "Jira issues", board information, project status, or any Jira-relatedqueries. Provides read-only access to Jira Cloud via Atlassian CLI.

2026-01-05

analyzing-patterns.md

1

1 export analyzing-patterns

2 from "C0ntr0lledCha0s/claude-code-plugin-automations"

3 Automatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture...", "what design patterns are used...", or needs to understand code organization, recurring structures, or architectural decisions

2026-01-05

constitution-enforcer.md

1

1 export constitution-enforcer

2 from "nahisaho/CodeGraphMCPServer"

3 Validates compliance with 9 Constitutional Articles and Phase -1 Gates before implementation.Trigger terms: constitution, governance, compliance, validation, constitutional compliance,Phase -1 Gates, simplicity gate, anti-abstraction gate, test-first, library-first,EARS compliance, governance validation, constitutional audit, compliance check, gate validation.Enforces all 9 Constitutional Articles with automated validation:- Article I: Library-First Principle- Article II: CLI Interface Mandate- Article III: Test-First Imperative- Article IV: EARS Requirements Format- Article V: Traceability Mandate- Article VI: Project Memory- Article VII: Simplicity Gate- Article VIII: Anti-Abstraction Gate- Article IX: Integration-First TestingRuns Phase -1 Gates before any implementation begins.Use when: validating project governance, checking constitutional compliance,or enforcing quality gates before implementation.

2026-01-05

data-fetching.md

1

1 export data-fetching

2 from "atilladeniz/next-go-pg"

3 Server-Side + Client-Side Data Fetching with Orval + TanStack Query HydrationBoundary Pattern. ALWAYS use Orval - NEVER manual fetch()!

2026-01-05

codex-review.md

1

1 export codex-review

2 from "williballenthin/aiwilli"

3 Request an external review from Codex (OpenAI) to get a second perspective on designs, implementations, diffs, or architecture decisions

2026-01-05

deep-research-synthesizer.md

1

1 export deep-research-synthesizer

2 from "anthony-maio/pieces-agent-skills"

3 Given outputs from 5 research sub-agents (time-sliced or partitioned), validate and synthesize them into a coherent, citation-backed Markdown deep research report with deduplication, contradiction handling, and explicit debug visibility when inputs are missing or malformed.

2026-01-05