PioneerAIAcademy
Official@PioneerAIAcademy
PioneerAIAcademy provides GPS-conformant genealogy research skills for FamilySearch plus kanban board triage and e2e benchmark evaluation for a 21-person research team.
Agent Skills by PioneerAIAcademy
Showing 34 vetted skills indexed across 1 GitHub repositories.
PioneerAIAcademyfind-big-wins
Propose ranked structural bets that eliminate classes of engineering work.
PioneerAIAcademymake-decisions
Drains the needs-decision GitHub issue queue by presenting options, recording rulings, and removing labels.
PioneerAIAcademyfile-e2e-panel
Files GitHub issues requesting e2e panel test runs and sweeps stale unclaimed panel issues.
PioneerAIAcademyinterpret-e2e-result
Analyzes e2e benchmark run logs to explain recovered findings, stop reasons, and likely failure causes.
PioneerAIAcademyresolve-record-hint
Resolves draft record-hint e2e fixtures by encoding genealogist verdicts into expected-findings.json.
PioneerAIAcademymerge-issues
Merges duplicate and subset GitHub issues queued on shared eval snapshots.
PioneerAIAcademytriage-feedback
Triages GitHub Project feedback issues into Not planned, fold-in, or Backlog verdicts.
PioneerAIAcademytriage-standup
Verifies genealogy team standup updates against the GitHub repo and produces triaged lists.
PioneerAIAcademyauthor-e2e-fixture
Authors end-to-end test fixtures for the GPS genealogy research benchmark from FamilySearch snapshots or research documents.
PioneerAIAcademyreview-icebox
Reviews open icebox-labelled GitHub issues and proposes promote, close, or leave verdicts.
PioneerAIAcademymerge-recent-issues
Checks recently filed GitHub issues against the open backlog for duplicate merges.
PioneerAIAcademyreview
Reviews pull requests by diffing against main and verifying findings with real test suites.
PioneerAIAcademyaudit-board
Audits a GitHub project board for obsolete issues, clusters, and hygiene problems.
PioneerAIAcademycompare-state
Compare feedback-case directory state against prose descriptions of bugs or desired outcomes.
PioneerAIAcademysearch-full-text
Executes Lucene-style full-text searches against FamilySearch AI-transcribed historical document images.
PioneerAIAcademyconvert-dates
Converts historical genealogy dates between Julian, Gregorian, and Quaker calendar systems.
PioneerAIAcademyperson-evidence
Links extracted assertions to GedcomX tree persons through identity resolution.
PioneerAIAcademycheck-warnings
Detect contradictions and implausible patterns in genealogical person data and retrieve FamilySearch quality scores.
PioneerAIAcademylocality-guide
Generates a locality research guide surveying genealogical records, repositories, and jurisdictional history for a place and time period.
PioneerAIAcademyrecord-extraction
Extracts GPS-conformant assertions and evidence classifications from genealogical records.
PioneerAIAcademyresearch-plan
Creates and revises sequenced genealogy research plans in research.json following GPS standards.
PioneerAIAcademyproof-conclusion
Writes GPS-conformant genealogical proof conclusions as self-contained narrative markdown.
PioneerAIAcademysource-evaluation
Audits sources attached to a FamilySearch profile and classifies indexing errors, misattributions, and backend metadata.
PioneerAIAcademyresearch-exhaustiveness
Evaluates genealogy research questions against 7-point GPS exhaustiveness criteria and records declarations.
Frequently Asked Questions About PioneerAIAcademy
FAQPage SchemaWhat tasks can I accomplish with PioneerAIAcademy's skills?▼
You can run end-to-end GPS genealogy research: initialize projects from FamilySearch IDs, plan and execute record searches, extract and classify assertions, resolve evidence conflicts, build timelines, and write proof conclusions. A second skill set manages the team's kanban board — standup triage, backlog ranking, issue merging, and PR review.
Who are these skills designed for?▼
Two personas: practicing genealogists conducting FamilySearch research under the Genealogical Proof Standard, and the lead of a ~21-person genealogy development team who needs daily board grooming, decision-queue rulings, feedback triage, and vetting of junior-ready tasks before assignment.
How do the board-management skills fit together in practice?▼
Run triage-standup to file daily inflow, merge-recent-issues to catch duplicates, merge-issues twice weekly by eval-slot queue, audit-board weekly, then fill-ready to rank and promote into Ready. Make-decisions drains the needs-decision queue daily, and review-ready vets junior tasks before standup hands them out.
What do the e2e benchmark skills cover?▼
Author-e2e-fixture builds fixtures from a FamilySearch PID or research document, file-e2e-panel files four unassigned panel-run issues per invocation, interpret-e2e-result explains what a run recovered or missed, and grade-e2e-run blind-labels findings into a run-<ts>.ann.json calibration annotation.
What prerequisites and dependencies do the research skills require?▼
Research skills operate on a project folder containing research.json and tree.gedcomx.json, created by init-project from a FamilySearch person ID or name search. Record access uses FamilySearch MCP functions such as record_search, person_read, and wiki_search; external-site searches generate URLs for Ancestry, Newspapers.com, and similar archives.