Bootstrap auto-research workflow and LLM agent research #1

Merged

lost-rob0t merged 1 commit from agent/research-workflow-foundation into main

2026-08-12 18:05:32 +00:00

lost-rob0t commented

2026-08-12 18:04:53 +00:00

(Migrated from github.com)

What changed

adopts the document-driven research workflow pattern from starintel-auto-research
adds repository-wide AGENTS.md, 19 research/workflow/design skills, validation/status scripts, CI, tests, and mirrored roam/ trees
adds six canonical deep-research notes covering LangChain + LangGraph parity, OpenRouter, sync/async HTTP + streaming, MCP 2026-07-28, production testing, and the library boundary
changes the repository license to MIT

Boundary

This PR intentionally adds no Common Lisp runtime implementation, ASDF system, provider adapter, HTTP adapter, MCP runtime, or agent execution code. Research approval/design comes first.

Important research gaps

Dexador is verified as the required synchronous HTTP transport.
The requested Common Lisp async HTTP library named Lobster could not be positively identified from an authoritative upstream. The research records this as a blocker and does not substitute another library.
OpenRouter structured-output fields still need a field-level conformance pass before implementation.

Validation

CI runs Python compile checks, workflow unit tests, mirrored-structure validation, Org contract/ID validation, and skill-pack validation.

## What changed - adopts the document-driven research workflow pattern from `starintel-auto-research` - adds repository-wide `AGENTS.md`, 19 research/workflow/design skills, validation/status scripts, CI, tests, and mirrored `roam/` trees - adds six canonical deep-research notes covering LangChain + LangGraph parity, OpenRouter, sync/async HTTP + streaming, MCP 2026-07-28, production testing, and the library boundary - changes the repository license to MIT ## Boundary This PR intentionally adds **no Common Lisp runtime implementation**, ASDF system, provider adapter, HTTP adapter, MCP runtime, or agent execution code. Research approval/design comes first. ## Important research gaps - Dexador is verified as the required synchronous HTTP transport. - The requested Common Lisp async HTTP library named `Lobster` could not be positively identified from an authoritative upstream. The research records this as a blocker and does not substitute another library. - OpenRouter structured-output fields still need a field-level conformance pass before implementation. ## Validation CI runs Python compile checks, workflow unit tests, mirrored-structure validation, Org contract/ID validation, and skill-pack validation.