Monitoring
Logging, metrics, and observability
analyzing-linux-audit-logs-for-intrusion
by mukul975
'Uses the Linux Audit framework (auditd) with ausearch and aureport utilities to detect intrusion attempts, unauthorized
analyzing-network-traffic-for-incidents
by mukul975
Analyzes network traffic captures and flow data to identify adversary activity during security incidents, including command-and-control communications, lateral movement, data exfiltration, and exploitation attempts. Uses Wireshark, Zeek, and NetFlow analysis techniques. Activates for requests involving network traffic analysis, packet capture investigation, PCAP analysis, network forensics, C2 traffic detection, or exfiltration detection.
analyzing-security-logs-with-splunk
by mukul975
Leverages Splunk Enterprise Security and SPL (Search Processing Language) to investigate security incidents through log correlation, timeline reconstruction, and anomaly detection. Covers Windows event logs, firewall logs, proxy logs, and authentication data analysis. Activates for requests involving Splunk investigation, SPL queries, SIEM log analysis, security event correlation, or log-based incident investigation.
analyzing-network-traffic-of-malware
by mukul975
'Analyzes network traffic generated by malware during sandbox execution or live incident response to identify
pup
by datadog-labs
Datadog API CLI with 49 command groups, 300+ subcommands. Skills and domain agents for monitoring, logs, APM, security, and infrastructure.
code-instrumentation-generator
by ArabelaTso
"Automatically instruments source code to collect runtime information such as function calls, branch decisions, variable values, and execution traces while preserving original program semantics. Use when users need to: (1) Add logging or tracing to code for debugging, (2) Collect runtime execution data for analysis, (3) Monitor function calls and control flow, (4) Track variable values during execution, (5) Generate execution traces for testing or profiling. Supports Python, Java, JavaScript, and C/C++ with configurable instrumentation levels."
abstract-trace-summarizer
by ArabelaTso
Performs abstract interpretation to produce summarized execution traces and high-level program behavior representations. Highlights key control flow paths, variable relationships, loop invariants, function summaries, and potential runtime states using abstract domains (intervals, signs, nullness, etc.). Use when analyzing program behavior, understanding execution paths, computing loop invariants, tracking variable ranges, detecting potential runtime errors, or generating program summaries without concrete execution.
counterexample-generator
by ArabelaTso
Generate concrete counterexamples when formal verification, assertions, or specifications fail. Use this skill when debugging failed proofs, understanding why verification fails, creating minimal reproducing examples, analyzing assertion violations, investigating invariant breaks, or diagnosing specification mismatches. Produces concrete input values, execution traces, and state information that demonstrate the failure.
kaizen:root-cause-tracing
by NeoLabHQ
Use when errors occur deep in execution and you need to trace back to find the original trigger - systematically traces bugs backward through call stack, adding instrumentation when needed, to identify source of invalid data or incorrect behavior
git:notes
by NeoLabHQ
Use when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides git notes commands and patterns for attaching non-invasive metadata to Git objects.
dspy
by NousResearch
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy - Stanford NLP's framework for systematic LM programming
blogwatcher
by NousResearch
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI. Add blogs, scan for new articles, and track what you've read.
blogwatcher
by NousResearch
Monitor blogs and RSS/Atom feeds for updates using the blogwatcher-cli tool. Add blogs, scan for new articles, track read status, and filter by category.
observability-design
by rsmdt
Monitoring strategies, distributed tracing, SLI/SLO design, and alerting patterns. Use when designing monitoring infrastructure, defining service level objectives, implementing distributed tracing, creating alert rules, building dashboards, or establishing incident response procedures. Covers the three pillars of observability and production readiness.
recommendation-canvas
by deanpeters
Evaluate and propose AI product solutions using a structured canvas that assesses business outcomes, customer outcomes, problem framing, solution hypotheses, positioning, risks, and value justificatio
release-it
by wondelai
'Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions "production outage", "circuit breaker", "timeout strategy", "deployment pipeline", or "chaos engineering". Covers capacity planning, health checks, and anti-fragility patterns. For data systems, see ddia-systems. For system architecture, see system-design.'
ring:root-cause-tracing
by LerianStudio
Backward call-chain tracing - systematically trace bugs from error location back through call stack to original trigger. Adds instrumentation when needed.
good-writing
by OUBIGFA
精确复现特定作者的中文写作风格。适用于：(1) 以该风格从零生成文章，(2) 将AI风格或其他风格的文章改写为该风格，(3) 在同一次任务里对草稿做终稿打磨/精修（保持作者笔力，不得改成中性说明书），(4) 审阅文章是否符合该风格，(5) 结构保真地将非简体中文翻译为简体中文（保留原始结构与不可改动片段，如人名/专名、代码、代码块、URL 等；不擅自增删）。核心特征：半文半白的用词、长短交替的句式节奏、类比先行的论证方式、冷面热心的情感表达、第一人称介入的立场标定；并在不破坏作者习惯的前提下，清除显眼的 AI 写作痕迹（24 项检测）。触发词：写作、改写、风格、润色、重写、精修、再优化、二稿、终稿、最终版、翻译、译、translate、翻成、译成、转为简体。
godot-genre-stealth
by thedivergentai
"Expert blueprint for stealth games (Splinter Cell, Hitman, Dishonored, Thief) covering AI detection systems, vision cones, sound propagation, alert states, light/shadow mechanics, and systemic design. Use when building stealth-action, tactical infiltration, or immersive sim games requiring enemy awareness systems. Keywords vision cone, detection, alert state, sound propagation, light level, systemic AI, gradual detection."
godot-adapt-mobile-to-desktop
by thedivergentai
"Expert patterns for scaling mobile games to desktop including mouse/keyboard controls, increased resolution and graphical fidelity, expanded UI layouts, settings menus, window management, and platform-specific features. Use when creating desktop ports or cross-platform releases. Trigger keywords: mouse_controls, keyboard_shortcuts, resolution_scaling, graphics_settings, fullscreen_toggle, window_modes, Steam_integration, desktop_optimization."
enterprise-agent-ops
by affaan-m
Operate long-lived agent workloads with observability, security boundaries, and lifecycle management.
springboot-patterns
by affaan-m
Spring Boot architecture patterns, REST API design, layered services, data access, caching, async processing, and logging. Use for Java Spring Boot backend work.
canary-watch
by affaan-m
Use this skill to monitor a deployed URL for regressions after deploys, merges, or dependency upgrades.
java-coding-standards
by affaan-m
"Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout."