Use this agent when you need to review, create, or update technical documentation, architecture decisions, or design patterns for the AgentSight project. Examples: Context: User has just implemented a new eBPF analyzer and wants to ensure the documentation is complete and accurate. user: 'I've added a new HTTP request…
Use this agent when working with eBPF kernel programs, system-level observability, or kernel programming tasks. Examples include: developing or modifying process.bpf.c and sslsniff.bpf.c programs, optimizing eBPF performance, debugging kernel compatibility issues, implementing new eBPF monitoring capabilities…
Use this agent when working on frontend visualization components, real-time event display systems, timeline interfaces, process tree visualizations, or embedded web server integration. Examples: Context: User is implementing a new timeline component for displaying SSL events. user: 'I need to create a timeline…
Use this agent when you need to coordinate end-to-end testing across multiple components, optimize build systems, validate deployments, or ensure proper integration between eBPF programs, Rust collector, and frontend components. Examples: Context: User has made changes to both eBPF programs and Rust collector and…
Use this agent when working on the AgentSight collector framework architecture, implementing new runners or analyzers, designing event pipelines, or making changes to the streaming analysis system. Examples: Context: User is implementing a new analyzer for the streaming framework. user: 'I need to create a new…
Use this agent when you need comprehensive security vulnerability assessment, performance optimization analysis, or compliance review of the codebase. Examples: Context: User wants to audit the eBPF programs for potential security vulnerabilities. user: 'Can you check our eBPF programs for any security issues?'…
Validate AgentSight changes before PR completion. Use when Codex changes AgentSight capture, parsing, top/TUI, web UI, reporting, agent-native session handling, CI scripts, or release-sensitive behavior and must run automated tests plus real CLI/TUI/UI/agent smoke checks.
Analyze Codex, Claude, AgentSight, or other agent trajectories to find repeated failure modes and turn them into evidence-gated skill improvements. Use when the user asks why agents keep making the same mistakes, whether a skill should change, how to learn from many sessions, how to convert repeated workflows into…
Start, orchestrate, or resume an autonomous research project through hierarchical EXPERIMENT, WRITE, and REVIEW gates. Use when running a project from a rough idea to a complete paper, recovering after context loss, deciding which gate or inner loop must run next, auditing whether a specialist loop actually completed…
Verify every citation in a paper is real, accurate, and correctly used. Downloads PDFs, reads abstracts, checks claims against source text, flags AI-hallucinated references, identifies uncited claims, and maintains structured annotations in the .bib file. Use when the user says "check citations", "verify references"…
Check terminology, invented jargon, concept consistency, information flow, and cross-paper factual consistency in LaTeX papers. Use for undefined or drifting terms, difficult paragraph flow, architecture or workflow contradictions, claim/number drift, figure/table mismatches, interface-versus-mechanism conflicts, and…
Discuss possible revisions to the scientific idea and academic architecture of a research paper through three mandatory serial read-only research discussions, returning proposals to the root agent; it does not edit the paper, execute experiments, or polish prose. Use only when the user's own current request explicitly…
Iteratively refine the WRITING of a systems paper through 12 serial review-fix rounds. Covers macro structure, micro structure, section conventions, explicit RQ-organized evaluation, logic flow, abstract/intro rebuild, consistency, language (3 passes), terminology/claim tone, citation verification, and a final…
Iteratively review and attack a complete research paper across systems, AI/ML, or cross-domain venues. Use for an orchestrated REVIEW gate, whole-paper accept/reject simulation, source-grounded novelty and evidence attack, external closest-work/baseline/protocol/contradictory-evidence search, cycle-change audit, or…
Create, audit, and improve figures in systems papers. Covers both design diagrams (architecture, flow, component) and result plots (bar charts, line plots, heatmaps). Checks figure-text alignment, abstraction level, claim support, and visual clarity. Use when the user says "draw an architecture diagram", "make a…
Review and fix sentence-level writing quality in LaTeX paper sections. Checks punctuation, sentence structure, word choice, and systems-paper prose conventions. For terminology/jargon/concept/information-flow issues, use check-terminology-infoflow instead.
Select, plan, review, execute, and interpret the highest-paper-value real experiment for one hypothesis within a paper-level research question. Use for experiment selection, baseline/workload/metric choice, crowded-run consolidation, real preflight, full execution, result review, or an orchestrated EXPERIMENT gate.…
★not rated 7 1mo agoA99 tokens
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: