End-to-end trace debugging from trace_id. Fetch Jaeger trace and Elasticsearch logs, analyze possible bugs (optionally with local repository context), and ge...
Trace bitmap images (PNG/JPG/WebP) into clean SVG paths using potrace/mkbitmap. Use to convert logos/silhouettes into vectors for downstream CAD workflows (e.g., create-dxf etch_svg_path) and for turn
Track and visualize the OpenClaw agent's work process. Record tool call inputs, outputs, duration, and status, and present them in an easy-to-read format. **...
Captures and analyzes Android Perfetto traces via CLI and config files. Covers trace collection (CPU, GPU, memory, rendering, power), editing TraceConfig (.p...
Pydantic Logfire observability — OTEL GenAI traces, tool call spans, token metrics, distributed tracing
LLM-as-a-Judge evaluator via Langfuse. Scores traces on relevance, accuracy, hallucination, and helpfulness using GPT-5-nano as judge. Supports single trace...
Trajectory compiler that converts real OpenClaw session traces (or raw_trajectory_log) into a parameterized, reusable Skill via 4 stages: trace interception...
Structured logging, distributed tracing, and metrics collection patterns for building observable systems. Use when implementing logging infrastructure, setting up distributed tracing with OpenTelemetr
Native macOS/iOS app performance profiling via xctrace/Time Profiler and CLI-only analysis of Instruments traces. Use when asked to profile, attach, record, or analyze Instruments .trace files, find h
Grafana tools for data visualization, monitoring, alerting, and security. Use grafana_query, grafana_query_logs, grafana_query_traces, grafana_create_dashboa...
Diagnose and fix bugs using runtime execution traces. Use when debugging errors, analyzing failures, or finding root causes in Python, Node.js, or Java appli...
Provides automatic tracing, logging, cost tracking, and health monitoring for OpenClaw LLM calls, APIs, tool executions, and custom events.
A meta-skill that continuously improves other skills through trace+feedback-driven evolution, with the goal of making skill training, status checking, and ap...
Multi-channel ABM automation that turns LinkedIn URLs into coordinated outbound campaigns. Scrapes profiles, enriches with Apollo (email + phone), gets mailing addresses via Skip Trace, then orchestra
Universal translator for cryptic error messages, stack traces, and log output. Takes the hieroglyphics your toolchain throws at you and produces plain-langua...
Observability pipeline and CI audit pack. JSONL-to-SQLite trace ingestion and CI workflow validation. 2 observability tools.
AI-powered music research with 92+ tools across 17 sources — MusicBrainz, Bandcamp, Discogs, Genius, Last.fm, Wikipedia, and more. Influence tracing, track v...
Generate photorealistic rendering scripts for PyMOL and UCSF ChimeraX to create publication-quality molecular visualizations. Supports ray-tracing, depth of...
Complete observability & reliability engineering system. Use when designing monitoring, implementing structured logging, setting up distributed tracing, buil...
Read Sentry issues, events, and production errors via the Sentry REST API. Use when the user wants to inspect errors, list recent issues, get stack traces, o...
The trust gate for MO§ES™ governance. Cryptographic origin verification — every sovereign chain must trace to the filing anchor or it cannot reconstruct. The...
Monitor OpenClaw agent runs with real-time traces showing decisions, tool usage, performance, costs, and user attribution for full observability.
Dynatrace 生产故障排查与根因分析。当用户提供 Dynatrace 故障链接（Problem URL 或 Trace URL/ID）并要求排查、分析、定位根因时触发。输出结构化故障报告，