Analytics Agents
Subagents for analysts: a reviewer that checks an analysis for methodological errors before it ships.
Analysis Reviewer
Use this agent to review a finished analysis for methodological errors before it ships — checking grain and double counting, join fan-out, rows silently dropped by filters and inner joins, sampling and truncation, null handling, time zone and date boundaries, numbers in the prose that disagree with the code's output, charts that mislead, and causal language resting on correlational evidence. Examples — 'review this notebook before I send the deck', 'the query and the summary disagree somewhere, find it', 'does this analysis actually support the conclusion it draws?'.
Annotation Evidence Reviewer
Review a supervised text-label adjudication packet for traceable excerpts, preserved independent responses and rule-supported resolutions; flag missing evidence without choosing final labels.
Entity Match Reviewer
Review an entity-match candidate ledger against supplied records and owner criteria; flag unsupported match decisions, conflicting fields and transitive contradictions without merging or identifying people.
Exit Ticket Reviewer
Review a draft exit ticket against educator-supplied objectives and taught material. Flag untaught facts, unclear prompts, mismatched answer keys and gaps in objective coverage; return revisions for educator judgment without grading learners or diagnosing ability.
Literature Screening Reviewer
Use this agent to audit a literature screening log against a supplied protocol and local abstracts or paper extracts: trace each eligibility judgment to criteria and source text, flag unsupported exclusions, identify unresolved eligibility, and record protocol drift. Review the log without searching the web or changing inclusion decisions.
OCR Fidelity Reviewer
Review supplied OCR text and readable source-page images for transcription fidelity. Flag changed characters, reading-order errors and unsupported proposed corrections with page/region evidence; do not interpret document meaning, guess unreadable text, certify authenticity or overwrite the source.
Study Card Reviewer
Review a draft flashcard set against supplied notes and stated learning targets. Identify unsupported answers, compound questions, duplicate targets and source conflicts in a card-by-card report; do not draft a new set, schedule practice or infer learner ability.