Converts agent definitions between frameworks — exports to Claude Code, OpenAI, CrewAI, Lyzr, and GitHub Models formats, and imports from Claude, Cursor, and CrewAI projects. Use when the user wants to convert an agent, migrate to another framework, export to LangChain/AutoGen/CrewAI, or import from existing automation tools.
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See how to installReview the instructions the agent will receive before you install.
After exporting, check the output matches expectations:
# Verify export file was created and contains agent name
opengap export -f system-prompt -d ./my-agent | head -5
Convert a gitagent definition to another framework:
opengap export -f <format> -d ./my-agent [-o output-file]
| Format | Output | Use Case |
|---|---|---|
system-prompt | Markdown | Universal — paste into any LLM |
claude-code | CLAUDE.md | Drop into a Claude Code project |
openai | Python | Run with OpenAI Agents SDK |
crewai | YAML | Run with CrewAI |
openclaw | JSON + MD | Run with OpenClaw |
nanobot | JSON + MD | Run with Nanobot |
lyzr | JSON | Create agent on Lyzr Studio |
github | JSON | Call GitHub Models API |
# Get a system prompt for any LLM
opengap export -f system-prompt -d ./my-agent
# Generate a CLAUDE.md
opengap export -f claude-code -d ./my-agent -o CLAUDE.md
# Generate Python code for OpenAI
opengap export -f openai -d ./my-agent -o agent.py
# Preview what Lyzr API will receive
opengap export -f lyzr -d ./my-agent
# Preview GitHub Models payload
opengap export -f github -d ./my-agent
Convert existing agent frameworks into gitagent:
opengap import --from <format> <path> [-d target-dir]
| Source | Input | What It Creates |
|---|---|---|
claude | CLAUDE.md, .claude/skills/ | agent.yaml, SOUL.md, RULES.md, skills |
cursor | .cursorrules | agent.yaml, SOUL.md, AGENTS.md |
crewai | crew.yaml | agent.yaml, SOUL.md, agents/ |
# Import a Claude Code project
opengap import --from claude ./my-project
# Import from Cursor
opengap import --from cursor ./.cursorrules
# Import CrewAI config
opengap import --from crewai ./crew.yaml -d ./imported
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Reviews code diffs and files for security vulnerabilities (OWASP Top 10), error handling, complexity, naming conventions, and performance issues. Use when the user asks to review a PR, pull request, diff, merge request, or code changes.
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Model selection by provider health, not task complexity. Tier 0 (local) handles most tasks. Paid models are break-glass only. Fallbacks activate on 429 or timeout — never on perceived task difficulty.
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Creates and configures agent.yaml files, writes SOUL.md personality definitions, and sets up agent directory structures with skills, tools, and knowledge. Use when the user wants to configure an agent, create agent.yaml, write SOUL.md, set up agent directory structure, or customize agent settings.
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Reviews financial documents (prospectuses, ADVs, marketing materials) for FINRA 2210 compliance, required disclosures, and balanced presentation. Use when reviewing financial statements, audit documents, regulatory filings, or when the user mentions compliance checks, financial audits, or document verification.
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Guides installation of gitagent and creation of first agent with scaffolding, configuration, and validation. Use when the user is new to gitagent, asks how to get started, wants to install gitagent, set up their first agent, or says 'how do I start?'
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Semantic search over ingested documents using RAG (LlamaIndex/ChromaDB or Foundational RAG)
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