Agent
Technical panelist using DeepSeek V4 Flash. Provides expert analysis on general technical discussions, code reviews, design plans, and issue scoping. Supports web search and URL fetching for external context.
Agent
Technical panelist using DeepSeek V4 Flash. Provides expert analysis on general technical discussions, code reviews, design plans, and issue scoping. Supports web search and URL fetching for external context.
Agent
Technical panelist using Google Gemini 3.1 Pro Preview. Provides expert analysis on general technical discussions, code reviews, design plans, and issue scoping. Supports web search and URL fetching for external context.
Agent
Technical panelist delegating analysis to the hermes CLI for deep, empirical reasoning with full tool access (skills, memory, web search, file I/O). Acts as a thin orchestrator: constructs prompts, invokes hermes, and formats output.
Agent
Technical panelist using Zhipu GLM-5.1. Provides expert analysis on general technical discussions, code reviews, design plans, and issue scoping. Supports web search and URL fetching for external context.
Skill Claude CodeCodex
Use when working with the AgentArts CLI — agentarts init, agentarts dev, agentarts launch, agentarts invoke, agentarts config, or agentartsconfig.yaml. Covers deployment, local dev, invoking deployed agents, troubleshooting ARM64/Observability/Gateway issues, and the .agentartsconfig.yaml schema.
Skill Claude CodeCodex
Use when the user needs to run GitNexus CLI commands like analyze/index a repo, check status, clean the index, generate a wiki, or list indexed repos. Examples: "Index this repo", "Reanalyze the codebase", "Generate a wiki".
Skill Claude CodeCodex
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: "Why is X failing?", "Where does this error come from?", "Trace this bug".
Skill Claude CodeCodex
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase. Examples: "How does X work?", "What calls this function?", "Show me the auth flow".
Skill Claude CodeCodex
Use when the user asks about GitNexus itself — available tools, how to query the knowledge graph, MCP resources, graph schema, or workflow reference. Examples: "What GitNexus tools are available?", "How do I use GitNexus?".
Skill Claude CodeCodex
Use when the user wants to know what will break if they change something, or needs safety analysis before editing code. Examples: "Is it safe to change X?", "What depends on this?", "What will break?".
Skill Claude CodeCodex
Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "Rename this function", "Extract this into a module", "Refactor this class", "Move this to a separate file".
Skill Claude CodeCodex
Use when the E2E tester needs to invoke Hermes CLI for end-to-end testing — starting services, running browser/API tests, and collecting structured reports. Covers correct CLI flags, prompt templates, toolset selection, error handling, and output parsing.
Skill Claude CodeCodex
Read and extract text content from PDF files using pdfplumber (Python).
Skill Claude CodeCodex
Automate browser interactions, test web pages and work with Playwright tests.
Instructions file CodexOpenCode
AGENTS.md instructions for git-malu/personal-assistant, covering personal assistant, development workflow, directory guide, personal-assistant-client/ and personal-assistant-service/.