research-library.json

{
  "version": "0.5.2",
  "workflows": [
    {"id": "azimuth-research", "title": "Research and evidence review", "repo_skills": ["what-do-we-know", "external-model-audit-loop", "org-enrichment"], "tools": ["search", "fetch"], "boundary": "Graph/source discovery and source review; ingestion and graph promotion remain internal."},
    {"id": "entity-evidence", "title": "Resolve an organization", "repo_skills": ["org-entity-resolver"], "tools": ["search", "fetch"], "boundary": "Identity and observed records; rich profile hydration and durable session state are not implied."},
    {"id": "peer-funding-comparison", "title": "Design peers and compare funding", "repo_skills": ["earned-revenue-peer-discovery", "peer-funder-matrix-enrichment", "prospect-cohort-builder"], "tools": ["search", "fetch", "find_peer_funders", "compare_org_financials"], "boundary": "Source-checked cohort reasoning and selected-peer reads; no automatic national screen or approved cohort."},
    {"id": "issue-to-funding-map", "title": "Issue to organizations and support", "repo_skills": ["strategy-to-org-landscape"], "tools": ["search_interventions", "map_issue_funding", "expand_issue_funder"], "boundary": "Candidate issue/program routes and purpose-text research; verify program, geography and actual funding purpose separately."},
    {"id": "relevance-check", "title": "Check organization and funder relevance", "repo_skills": [], "tools": ["search", "fetch", "search_interventions", "map_issue_funding", "expand_issue_funder"], "boundary": "Candidate review and source-backed classification; no automatic program verification, complete landscape, scored prospect ranking or graph promotion."},
    {"id": "program-evidence", "title": "Studies, programs and fundable pilots", "repo_skills": ["program-concept-to-fundable-packet"], "tools": ["search", "fetch"], "boundary": "Original-source study and participant review uses native host research; no automatic paper-to-program graph join."},
    {"id": "funder-review", "title": "Funder fit and access review", "repo_skills": ["org-to-funding-prospects", "peer-funder-currentness-refresh", "funder-opportunity-fit-audit", "housing-capital-enrichment", "public-bridge-funder-navigation", "individual-donor-honor-roll-discovery", "prospect-capital-partner-mapper", "prospect-existing-relationships", "prospect-fit-verifier", "prospect-freshness-monitor", "prospect-open-grants"], "tools": ["search", "fetch"], "boundary": "Native official-source currentness, fit, donor/public bridge and instrument checks; no external-search provider, automated scoring or live RFP corpus promise."},
    {"id": "fundraising-strategy-process", "title": "Fundraising strategy and owned roadmap", "repo_skills": ["strategy-framework", "funding-strategy-engagement"], "tools": ["search", "fetch", "find_peer_funders", "compare_org_financials"], "boundary": "Eleven-stage decision method; no strategy application state, typed engine or automatic monitoring."},
    {"id": "research-packet", "title": "Proposal and board research packet", "repo_skills": ["research-to-fundable-packet", "funding-strategy-deliverable", "evidence-cleanup-for-presentation", "presentation-packet-handoff", "prospect-memo-writer"], "tools": ["search", "fetch"], "boundary": "Reviewed artifact drafting with native document tools when available; local generators and batch pipelines are not exposed."}
  ],
  "internal_skills": [
    {"id": "canonical-use-case", "reason": "Maintains internal runtime/use-case registries and writeback plans; user-facing evidence review is in azimuth-research."},
    {"id": "fe-facing-use-case", "reason": "Product UI and backend contract design."},
    {"id": "document-pipeline-ingestion", "reason": "Operator document processing and queue writes."},
    {"id": "graph-profile-materialization", "reason": "Operator profile, embedding, QA and graph refresh jobs."},
    {"id": "il-nonprofit-data", "reason": "Internal warehouse schema/query guidance, not arbitrary SQL access."},
    {"id": "grant-strategy-access", "reason": "Access administration and deployment; not a research action."}
  ]
}