HowardKao-1130

Systems Engineering Skill

by HowardKao-1130

load_profile

by HowardKao-1130

Load profile signals from the local KG profile table.

extract_profile

by HowardKao-1130

Extract user profile signals (interest, intent, focus, attention) from documents.

detect_contradictions

by HowardKao-1130

Detect contradictions between extracted claims.

web_retrieve

by HowardKao-1130

Fetch and ingest web sources relevant to the research topic.

retrieve_sources

by HowardKao-1130

Retrieve relevant documents from the personal library based on the topic and interests.

retrieve_subgraph

by HowardKao-1130

Expand the document set by retrieving a KG subgraph and evidence.

extract_kg

by HowardKao-1130

Extract KG triples and claims from selected documents.

infer_query

by HowardKao-1130

Infer topic and analysis methodologies from the user query and save a reviewable artifact.

apply_skill_hints

by HowardKao-1130

Apply user-provided skill hints to activate skills before trigger checks.

collect_methods

by HowardKao-1130

Load recorded analysis methods from the personal library.

collect_interests

by HowardKao-1130

Load recorded user interests from the personal library.

persist_plan

by HowardKao-1130

Render the plan and outline into markdown for storage.

refine_plan

by HowardKao-1130

Refine the research plan until readiness criteria are met.

plan_research

by HowardKao-1130

Draft an initial research plan using retrieved sources and interests.

build_outline

by HowardKao-1130

Create a detailed outline for follow-on research.