research-architect-aud…
Use when reviewing, revising, or deciding whether to complete a Research Architect draft, especially when its reference adaptation, design, evidence,…
Use when a Research Architect candidate research spine and approved exemplar adaptation need to become a feasible, field-appropriate study design, analysis plan, validation strategy, and user action plan.
$ npx -y skills add mmTheBest/Research-Architect --skill research-architect-design --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/research-architect-designContext preview
The summary Claude sees to decide when to auto-load this skill.
Use when a Research Architect candidate research spine and approved exemplar adaptation need to become a feasible, field-appropriate study design, analysis plan, validation strategy, and user action plan.
name: research-architect-design description: "Use when a Research Architect candidate research spine and approved exemplar adaptation need to become a feasible, field-appropriate study design, analysis plan, validation strategy, and user action plan."
Translate a selected research option into an executable inquiry. Adapt the reference paper's function, never its vocabulary or unexamined assumptions.
Read:
paper_output/project_config.json paper_output/source_inventory.md paper_output/terminology_ledger.md # when present paper_output/gap_map.md paper_output/motivation_options_after_literature.md or selected research-question option paper_output/exemplar_logic_profile.md # when target references exist paper_output/exemplar_adaptation_plan.md # approved when target references exist
Require a selected candidate and, when applicable, approved adaptation. Do not require `confirmed_research_spine.md` before preparing the design: that confirmation occurs with the design at Gate 2. Return to brainstorming or literature when no feasible candidate exists.
Read `../research-architect/references/design-family-grammars.md` and `../research-architect/references/study-design-framework.md`. Use `../research-architect/templates/study_design_brief.md` and `../research-architect/templates/study_component_registry.csv`; write the registry as `paper_output/study_component_registry.md`.
Prepare:
paper_output/study_design_brief.md paper_output/analysis_plan.md paper_output/evaluation_plan.md paper_output/study_component_registry.md paper_output/threats_to_validity.md
For `guided` depth, produce the brief and registry first, then add the other planning artifacts when needed; `standard` and `deep` produce the full set.
Every component must state its research function, user action, evidence/material, analysis or interpretation, comparison/warrant, output, claim supported, completion criterion, and status. Use stable Object IDs for materially ambiguous datasets, cohorts, conditions, models, metrics, or other study objects. Match validity and inference controls to the selected design family.
Present the selected candidate spine and its study design together. Obtain one explicit user approval for both. Record it with `python3 ../research-architect/scripts/run_state.py gate paper_output spine_and_design_approval <status>`. Only then create or mark `paper_output/confirmed_research_spine.md` and treat the design as final. Until approval, label the spine and design `proposed` and do not route them as final inputs to evidence or drafting.
After approval, create `paper_output/confirmed_research_spine.md.metadata.json` using `../research-architect/schemas/v1/confirmed_research_spine.schema.json`.
Accept a supplied research question, draft methods, or outline without a full upstream trail. Identify assumptions and missing feasibility evidence, create a provisional design, and send unresolved framing or adaptation questions to intake/literature. Do not infer a target paper's logic if its full text is unavailable.
Research Architect is a research workflow skill suite for moving from a raw topic, partial materials, or scattered results to a coherent research-paper draft.
Use when reviewing, revising, or deciding whether to complete a Research Architect draft, especially when its reference adaptation, design, evidence,…
Use when a user needs distinct, feasible Research Architect research-question options from a raw topic, available materials, constraints, and—when…
Use when a Research Architect project or existing draft needs claim-level literature support for background, positioning, methods, interpretation, limitations,…
Use when a Research Architect project has an evidence-ready spine, evidence and claim trail, citation support, terminology/object identities, and display logic…
Use when executed research materials, results, observations, analyses, or draft claims need to become a Research Architect evidence bank, claim register,…
Use when starting or resuming a Research Architect project—including an existing draft that needs review—and you need to capture target reference papers,…