调试
定位并修复问题，分析错误
python-expert
Shubhamsaboo
Senior Python developer expertise for writing clean, efficient, and well-documented code. Use when: writing Python code, optimizing Python scripts, reviewing Python code for best practices, debugging Python issues, implementing type hints, or when user mentions Python, PEP 8, or needs help with Python data structures and algorithms.
ce-dogfood
EveryInc
"Hands-off, diff-scoped browser QA of the active branch: maps user flows, drives a real browser, autonomously fixes small breakages with regression tests and commits, judges experience against product personas, and writes a durable dogfood report. Manual invocation only."
ce-test-browser
EveryInc
Run browser tests for pages affected by the current branch or PR.
ce-debug
EveryInc
'Diagnosis loop for bugs and failing behavior. Use for errors, stack traces, regressions, failed tests, issue-tracker bugs, stuck investigations after failed fixes, or asks to debug/fix a bug.'
ce-test-xcode
EveryInc
"Build and test iOS apps on simulator with XcodeBuildMCP."
debug-instrumentation
langwatch
Debug and improve your LangWatch traces. Inspects production traces for missing input/output, disconnected spans, unlabeled traces, and missing metadata. Use when traces look broken or incomplete.
agent-performance
langwatch
Deep-dive diagnosis of how your AI agent behaves in production. Explores LangWatch analytics and traces end to end to map failure patterns, dissatisfied users, token cost hotspots, edge cases, behavior changes, and outliers, then delivers an HTML report where every finding links to real example traces. Use when you want to truly understand what your agent is doing in production.
eval-triage
langwatch
Investigate failing experiments and evaluations with LangWatch. Triage a failing experiment run to the exact rows and evaluator scores that regressed, then to a root cause. Use when an experiment fails, scores drop, or evaluations regress.
datasets
langwatch
Generate realistic synthetic evaluation datasets by analyzing the user's codebase, prompts, production traces, and reference materials. Interactive and consultant-style. Asks clarifying questions, proposes a plan, generates a preview for approval, then delivers a complete dataset uploaded to LangWatch. Use when user asks to generate, create, or build a dataset for evaluation, testing, or benchmarking.
scenarios
langwatch
Test your AI agent with simulation-based scenarios. Covers writing scenario test code (Scenario SDK), creating platform scenarios via the langwatch CLI against a connected agent, reading the run parameters that agent declares so the scenarios and comparison runs turn its real levers, and red teaming for security vulnerabilities. Auto-detects whether to use code or platform approach based on context.
debug-with-langwatch
langwatch
Root-cause production errors and misbehaving agent runs with LangWatch. Finds errored traces, inspects spans, checks monitor and evaluator scores, then narrows to a root cause. Use when something is failing or misbehaving in production (errors, bad answers, latency spikes).
haven-setup
langwatch
"Bring up the LangWatch dev stack via thuishaven (make haven up) — one-time proxy/CA setup, reusing existing local ClickHouse/Postgres/Redis, WSL2/no-colima fallback for langyagent, and the known gotchas that silently break it."
nemoclaw-maintainer-cross-issue-sweep
NVIDIA
"Find open issues that a NemoClaw PR may also fix or conflict with. Use when related-issue analysis is requested."
nemoclaw-maintainer-validate-launchable
NVIDIA
"Validate the staging NemoClaw Brev Launchable through its web journey or a deployed environment. Use for advisory validation outside automated E2E."
xr-mode-test
Test XR session lifecycle and mode transitions. Use when verifying XR enter/exit behavior, testing mode-dependent features, or debugging session state issues.
systematic-debugging
open-metadata
Use when debugging a failing test, build error, or runtime issue that isn't immediately obvious. Guides a 4-phase root cause analysis instead of random fix attempts.
triage-ci-flake
payloadcms
Use when CI tests fail on main branch after PR merge, when investigating flaky test failures, or when user provides a PR URL/number to aggregate all failing tests
analyzing-outlook-pst-for-email-forensics
mukul975
Analyze Microsoft Outlook PST and OST files for email forensic evidence including message content, headers, attachments,
analyzing-packed-malware-with-upx-unpacker
mukul975
'Identifies and unpacks UPX-packed and other packed malware samples to expose the original executable code for
analyzing-ios-app-security-with-objection
mukul975
'Performs runtime mobile security exploration of iOS applications using Objection, a Frida-powered toolkit that
analyzing-macro-malware-in-office-documents
mukul975
'Analyzes malicious VBA macros embedded in Microsoft Office documents (Word, Excel, PowerPoint) to identify download
analyzing-docker-container-forensics
mukul975
Investigate compromised Docker containers by analyzing images, layers, volumes, logs, and runtime artifacts to
analyzing-email-headers-for-phishing-investigation
mukul975
Parse and analyze email headers to trace the origin of phishing emails, verify sender authenticity, and identify
analyzing-network-covert-channels-in-malware
mukul975
Detect and analyze covert communication channels used by malware including DNS tunneling, ICMP exfiltration,