MakisuoMakisuo/maple/skills/maple-agent-tracing/SKILL.md

maple-agent-tracing

Skill1.8k starsChanged 22 days agoLicence not identifiedView on GitHub

Trace an AI agent or LLM app with Maple so each conversation shows up as one Agent Session with its transcript, model calls, tool calls, tokens, cost and failures. Detects the agent framework (Vercel AI SDK, eve, OpenAI Agents SDK, Mastra, LangChain/LangGraph, Claude Agent SDK, Pydantic AI, LlamaIndex, CrewAI, Google ADK, Strands, smolagents, Agno, DSPy, Haystack, Microsoft Agent Framework, Spring AI, LiteLLM, OpenRouter, raw provider SDKs) and installs the matching per-framework skill. Triggers on 'trace my agent', 'add agent observability', 'LLM tracing with Maple', 'set up Maple agent sessions', 'OpenTelemetry for my AI agent'.

We split this skill into the rules it gives an agent

2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.

≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.

The licence could not be identified — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 308,232 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

In this repository57 other files it gives its agents.
- AGENTS.mdAGENTS.md
- .agents/skills/clickhouse-architecture-advisor/AGENTS.mdAGENTS.md
- .agents/skills/clickhouse-best-practices/AGENTS.mdAGENTS.md
- .deepsec/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- chdb-datastoreSkill
- chdb-sqlSkill
- clickhouse-architecture-advisorSkill
- clickhouse-best-practicesSkill
- clickhousectl-cloud-deploySkill
- clickhousectl-local-devSkill
- coss-particlesSkill
- cossSkill
- maple-telemetry-conventionsSkill
- onboarding-croSkill
- react-doctorSkill
- tinybird-cli-guidelinesSkill
- tinybird-python-sdk-guidelinesSkill
- tinybirdSkill
- tinybird-typescript-sdk-guidelinesSkill
- maple-agent-tracing-agnoSkill
- maple-agent-tracing-claude-agent-sdkSkill
- maple-agent-tracing-cloudflare-agentsSkill
- maple-agent-tracing-crewaiSkill
- maple-agent-tracing-dspySkill
- maple-agent-tracing-eveSkill
- maple-agent-tracing-genkitSkill
- maple-agent-tracing-google-adkSkill
- maple-agent-tracing-haystackSkill
- maple-agent-tracing-langchainSkill
- maple-agent-tracing-litellmSkill
- maple-agent-tracing-llamaindexSkill
- maple-agent-tracing-mastraSkill
- maple-agent-tracing-microsoft-agent-frameworkSkill
- maple-agent-tracing-openai-agentsSkill
- maple-agent-tracing-openrouterSkill
- maple-agent-tracing-opentelemetrySkill
- maple-agent-tracing-provider-sdksSkill
- maple-agent-tracing-pydantic-aiSkill
- maple-agent-tracing-smolagentsSkill
- maple-agent-tracing-spring-aiSkill
- maple-agent-tracing-strandsSkill
- maple-agent-tracing-vercel-ai-sdkSkill
- maple-auditSkill
- maple-csharp-styleSkill
- maple-dashboard-widgetsSkill
- maple-effect-styleSkill
- maple-go-styleSkill
- maple-java-styleSkill
- maple-kotlin-styleSkill
- maple-nextjs-styleSkill
- maple-nodejs-styleSkill
- maple-onboarding-styleSkill
- maple-onboardSkill
- maple-otel-spec-reviewSkill
- maple-python-styleSkill
- maple-rust-styleSkill

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Your trail

Files you open will collect here, so you can find them again.

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