MapleTechLabsOfficial·31 Agent Skills Included

maple

Instrument any app with OpenTelemetry and debug it with AI

Instruments web apps, APIs, and services in any language with OpenTelemetry traces, logs, and metrics for the Maple observability platform. Removes manual telemetry setup, guesswork in ClickHouse and Tinybird schema design, and slow incident root-cause hunting across dashboards. Guides agents through onboarding, instrumentation audits, dashboard building, and Slack-based incident investigation with verified query patterns.

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npx skills add MapleTechLabs/maple --all -g -y

Available:

Gives the AI agent Maple's workspace layout, warehouse query rules, database conventions, and coding standards so it writes and routes code correctly inside this monorepo.

All Skills in This Repository (31)

Pure Emerald Level Indicators

📦 In Repo

MapleTechLabs

jsdocs

Writes compliant JSDoc for Effect public APIs to pass jsdocs oxlint rule.

scratchpad

Extract the nearest JSDoc Example block from a TypeScript source file.

grill-me

Interview users one question at a time to resolve design assumptions and risks.

tinybird-python-sdk-guidelines

Define and deploy Tinybird data resources in Python code.

chdb-sql

Execute ClickHouse SQL queries on local files and remote databases in Python.

clickhousectl-local-dev

Sets up a local ClickHouse development environment with schema and data seeding via clickhousectl-installation and provisioning workflows.

clickhouse-architecture-advisor

Provide workload-aware ClickHouse architecture recommendations with provenance-labeled guidance.

react-doctor

Scan React codebases for vulnerabilities, bottlenecks, and architectural flaws.

tinybird-cli-guidelines

Provide validated Tinybird CLI command syntax and workflow safety guidelines.

coss-particles

Search an index of 480 copy-paste-ready coss UI particle patterns via JSON manifests.

coss

Implement coss UI components using Base UI primitives with Tailwind CSS v4.

chdb-datastore

Replace pandas operations with ClickHouse-backed execution for large datasets.

Official

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Maple skills?▼

Run `npx skills add MapleTechLabs/maple --all -g -y` in your terminal to install the full skill suite globally.

How do I add OpenTelemetry to my app with AI?▼

The maple-onboard skill walks your agent through installing native OpenTelemetry SDKs for your stack, wiring traces, logs, and metrics, and verifying data flows to Maple.

Which languages and frameworks are supported?▼

Dedicated style skills cover Next.js, Node.js, Python, Go, Rust, Java, Kotlin, C#, and Effect, with a general fallback style for any other stack.

Can AI help design and optimize ClickHouse schemas?▼

Yes. The ClickHouse best-practices and architecture-advisor skills check schemas, queries, and ingestion patterns against 28 documented rules with provenance labels.

Does Maple work with Claude Code and other AI agents?▼

Yes. All skills follow the standard SKILL.md format and run in Claude Code, Cursor, Codex, and other compatible agents, plus a Slack agent for incident investigation.