bhaveshpabnani/humungousaur/dspy

Dspy

This is a Humungousaur-native skill. It is authored inside this repository and uses only Humungousaur-owned tools, approval gates, artifacts, and optional dependency records.

When To Use

Use this skill when the user asks for dspy planning, execution, verification, troubleshooting, or artifact creation inside Humungousaur.

Tool Map

• tool_search
• tool_describe
• capability_surface
• write_note
• native_security_policy
• tool_output_store
• dspy_program_create
• execute_code
• python_interpreter
• process
• terminal
• provider_registry
• mcp_server_catalog
• mcp_tool_call
• optional_dependency_installer

Workflow

1. Clarify the user's concrete dspy objective, target environment, credentials already configured, and expected artifact or action.
2. Use tool_search or capability_surface to find the native Humungousaur tools for the domain before choosing a path.
3. Run safe inspection/readiness steps first and write bounded notes or artifacts under the workspace or data directory.
4. Create reproducible scripts, notebooks, benchmark commands, model cards, or vector-store plans using bounded local code execution.
5. Gate GPU/cloud/provider work behind provider_registry, credential readiness, and explicit approval.
6. Summarize what ran, what was skipped, what remains blocked, and the exact files or records created.

Safety And Boundaries

• Do not import, execute, or vendor upstream assistant code for this skill.
• Do not store raw secrets; store only environment variable names, secret references, or readiness booleans.
• Use approvals for writes, sends, purchases, desktop control, process launches, provider calls, and destructive operations.
• Do not run network scans, exploit tooling, cloud jobs, or GPU workloads without explicit authorization and scope.

Verification

• Record concrete evidence paths or tool outputs before claiming completion.
• Prefer dry-run or prepared artifacts when credentials, hardware, licenses, or live services are missing.
• If a provider-specific runtime is not configured, report the missing credential or binary by name and stop before live execution.