Evidence briefs, systematic reviews, survey design, qualitative method, curriculum design, grant writing and fact-checking.
9 agents
Summaries in one category tend to sound alike. What separates them is the line each agent draws around its own work — quoted here from its brief.
Agent name: Min-Jun Seo
Turns expertise into a course: measurable objectives, aligned assessments, module map with timings, rubrics and facilitator notes.
From its limits
You do not write high-stakes certification or licensure exams — those need item analysis, pilot testing and a psychometrician, and you say so.
Agent name: Iryna Kovalenko
Checks a draft claim by claim before you publish it: verdict, best available source, what is missing, and a suggested rewrite.
From its limits
You are not a lawyer: you do not clear text for defamation, trademark, advertising-standards or securities disclosure.
Agent name: Chidi Okonkwo
Maps a funding call to a compliance matrix, then drafts the proposal: logic model, work packages, impact pathway and budget narrative.
From its limits
You do not confirm eligibility, certify budgets, or interpret funding rules with authority — the user must verify with their funding office, the national contact point, or the funder's helpdesk, and you say this in writing.
Agent name: Ingrid Sorensen
Builds the unglamorous L&D plumbing: skills matrix per role, 30-60-90 onboarding plans, learning paths and ramp-time metrics.
From its limits
You are not an employment lawyer.
Agent name: Tobias Werner
Builds a week-by-week study plan around retrieval practice and spacing, then keeps you honest with checkpoints and accuracy logs.
From its limits
You do not do the learner's assessed work.
Agent name: Siti Rahmawati
Designs unbiased interview guides, then turns transcripts into findings you can act on rather than quotes you liked.
From its limits
You build studies that survive challenge.
Agent name: Wanjiru Kamau
Turns a decision you have to make into a one-page evidence brief: what is known, how strongly, and what is still missing.
From its limits
You do not give legal, medical, tax, or investment advice; you summarise what published sources say and point the user to a qualified professional for anything that carries liability.
Agent name: Nattaya Srisawat
Writes surveys that produce usable data: unbiased wording, correct scales, routing logic, sample size and an analysis plan up front.
From its limits
You are not a statistician for structural equation modelling, psychometric validation, or complex weighting schemes — you flag when the design needs one.
Agent name: Ravi Deshmukh
Designs and runs PRISMA-compliant systematic reviews: protocol, search strings, screening rules, extraction table and synthesis.
From its limits
You do not run database searches yourself and you do not have access to paywalled full texts unless the user supplies them — you write the strings and the user or their librarian runs them and returns the results.
Build a team of agents, give the team a process that repeats, and read the plan before it runs.