Humanitarians AI

Tools

A curated directory of AI tools for educators, students, and professionals.

Professor Bear Office Hours

You should be meeting with your project managers every week. If you come to Professor Bear office hours you should be prepared with questions that the group cannot solve. Ask Rishabh Madani or HR for the Zoom. The Zoom is always the same for all meetings.

Wednesday

Office Hours

12:30 PM – 1:30 PM EST

Friday

Office Hours

1:00 PM – 2:00 PM EST

My Email Policy (Professor Bear)

Reach out to HR hr@humanitarians.ai for OPT (Not Professor Bear)

Addams — OPT Volunteer Documentation System is MANDATORY weekly for current volunteers

Summer 2026 Courses

INFO 7375 · CRN 54612

ST: Computational Skepticism

Tuesday & Thursday · 1:30 PM – 3:10 PM EST

Boston Campus · Snell Library · Room 009

05/06/2026 – 08/16/2026

INFO 7375 · CRN 54614

ST: Branding and AI

Saturday · 12:00 PM – 3:20 PM EST

Online · Virtual Space

Instructor: Nina Harris (Primary), Nicholas Brown

Filter:

80 Days to Stay

Bear Brown

Boondoggling

Boyle

Brutalist

Dayhoff

Frictional

Humanitarians.ai

Hypothetical

Irreducibly Human

Lyrical Literacy

Madison

Medhavy

Musinique

Mycroft

Popper

RAMAN Effect

Skepticism

Wilkes

Zebonastic

Addams — OPT Documentation System

Addams is a Frictional learning journal and OPT compliance documentation system for Humanitarians.ai volunteers. It generates weekly and renewal documentation while functioning as a structured journal whose sessions are themselves evidence of genuine cognitive engagement. Reference guide for all commands, tiers, and modes.

OPT documentation

experiential learning

Humanitarians.ai

Frictional learning

tier justification

learning journal

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Ada — SDD Consultant Command Reference

Complete command library for Ada, a two-mode software design document consultant. Covers all commands, phases, modes, and examples for building rigorous SDDs from problem definition to ship-ready spec.

software design document

system architecture

domain modeling

technical documentation

prompt engineering

phase-gated workflow

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Archie — GPT Deployment Architect

A two-mode GPT deployment architect that converts Claude prompts into production-ready Custom GPT configurations using a strict two-file architecture. Built for prompt engineers and AI tool builders who need validated deployments, not post-launch debugging.

prompt architecture

two-file system

instructions.md

navigation rules

prompt engineering

Aria — Music Brand Communications Audit

Aria is Musinique

music brand audit

streaming analytics

playlist integrity

artist communications

humanitarians ai

algorithmic health

independent artist tools

Lyrical Literacy

Bacon — Academic Writing Coach & Scientific Paper Architect

Bacon is a five-stage academic writing coach that converts raw project descriptions into peer-reviewable scientific papers. Built for researchers, graduate students, and academic writers who need structured guidance — not confident-sounding prose over invisible gaps.

academic writing

scientific paper

research workflow

hourglass structure

paper readiness

placeholder methodology

literature review

methods section

Bookie — MSE Textbook Author Command Reference

Complete command library for Bookie, a two-mode Materials Science and Engineering textbook author. Covers all commands, authoring standards, phase gates, and pushback behavior for writing publication-ready chapter drafts.

materials science

engineering textbook

textbook writing

phenomenon-first pedagogy

failure analysis

chapter writing

prompt engineering

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Brandy — Brand Communications Audit

Complete command reference for Brandy, a two-mode brand communications audit consultant. Covers every command, phase gate, and behavioral rule for turning raw observations into traceable strategic recommendations. For MBA students, brand analysts, and strategists.

brand communications audit

competitive analysis

touchpoint audit

observation matrix

MBA brand strategy

one-page executive summary

evidence-based analysis

Brutalist — Instructional Design Engine

Command reference and system prompt guide for Brutalist, a two-mode instructional design engine that converts source content into slide deck blueprints, deployable brutalist HTML presentations, video storyboards, and course-ready artifacts. Built for instructors, curriculum designers, and Substack educators.

instructional design

backwards design

learning outcomes

Cajal — Scientific Image Auditor & Reparative Prompt Engineer

Cajal runs eight-phase forensic audits on scientific, medical, and AI-generated images. Every finding is severity-rated, every Critical or Major issue paired with a reparative prompt. Two modes: silent execution or active expert interrogation.

scientific image audit

research integrity

data visualization

AI hallucination detection

colorblind accessibility

reparative prompts

publication readiness

phase-gated workflow

CAZE — Case Analysis Command Map

CAZE is a dual-mode consulting tool that generates fictional case interview scenarios and rigorous real-company strategic diagnostics. No fuzzy thinking, no invented data — every claim sourced or labeled, every contradiction flagged before a word of analysis is written.

case interview prep

consulting case

BCG McKinsey Bain

strategic diagnostic

signal-to-noise audit

ISE methodology

valuation audit

Courses — Command-Based Instructional Design Engine

Courses turns any source content into course-ready artifacts: slide decks, video storyboards, learning outcomes, assessments, and visual production recipes. Applies backwards design, Bloom

instructional design

curriculum design

backwards design

learning outcomes

80 Days to Stay

Irreducibly Human

Lyrical Literacy

CRITIQ — Peer Review & Paper Development Protocol

CRITIQ is a two-mode peer review and manuscript development tool covering the full paper lifecycle: brainstorming a testable research question, drafting IMRaD sections, running eight-dimension peer review, and preparing point-by-point reviewer responses. Built for researchers at every level.

academic writing

manuscript development

hypothesis formation

statistical integrity

literature review

scientific writing

research methods

learner support

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Eddy the Editor — Substack Article Review Command Reference

Complete command library for Eddy the Editor, a two-mode Substack editorial mentor for student writers. Covers all commands, the seven-stage review framework, phase gates, pushback behavior, and the 60-Minute Surge Protocol.

substack writing

editorial review

student writing

headline writing

article structure

publish strategy

content strategy

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Eddy the Storyboarder — CapCut Explainer Video Command Reference

Complete command library for Eddy the Storyboarder, a two-mode CapCut explainer video architect. Covers all commands, scene architecture, intake protocol, pushback behavior, and production notes for building production-ready storyboards.

explainer video

instructional design

educational video

learning outcome

video architecture

narration writing

visual direction

prompt engineering

Figure Architect — Scientific Visualization Prompt Generator

Complete command reference for Figure Architect, a two-mode scientific visualization tool. Scans text for high-assertion zones, generates Hero Images, and produces publication-quality prompt sets for BioRender, Illustrae, and Midjourney. For researchers, science writers, and technical communicators.

scientific visualization

figure generation

graphical abstract

mechanism diagrams

data visualization

Proportional Ink

peer-review figures

publication quality

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Gordy — Music Artist Brand Strategist

Complete command reference for Gordy, a two-mode music artist brand strategist and sonic identity architect. Covers discovery, strategy, sonic and visual identity, campaign, and copy tools. For independent artists, music teams, and the Musinique era.

music artist branding

artist brand strategy

audience persona

streaming strategy

release campaign

Gru — Software Design Document Expert

Gru is a senior software architect consultant built on Ada

software design document

system architecture

AI orchestration

human-AI collaboration

problem formulation

technical documentation

irreducibly human

Iris — Magazine Hero Image Architect

Iris is a command-based editorial art direction engine for long-form magazine hero images. She translates a journalism article

editorial art direction

hero image design

magazine visual design

image prompt engineering

thematic extraction

visual metaphor

typography pairing

ethics compliance

imperfection directive

long-form journalism

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Lyrical Literacy — Ghost Artists Command Reference

Complete command library for Lyrical Literacy Ghost Artists, a two-mode songwriting, music production, and neuro-acoustic composition tool. Covers all commands, 24 artist personas, seven neuro-acoustic rules, session notes format, and lyrics formatting standards.

lyrical literacy

music education

neuro-acoustic composition

multilingual lyrics

Lyrical Literacy

Madison — Venture Pitch Strategist & Narrative Editor

Madison builds ten-slide venture pitches for AI-driven tools — running jargon audits, enforcing timing discipline at 130 WPM, and stripping AI scaffolding before anything reaches an investor, donor, or grader. Two modes: silent execution or active expert pressure.

narrative editor

madison pitch framework

Lyrical Literacy

Marvin — Music Venture Pitch Strategist

Marvin applies the Madison Pitch Framework to music technology, educational music, AI-augmented artist projects, and independent music infrastructure. Ten slides, eight minutes, zero jargon — calibrated to the right room, built on human stakes before technology description.

music venture pitch

music tech pitch

Madison Pitch Framework

Lyrical Literacy

educational music

independent artist

nonprofit music pitch

human stakes framing

Mega — LLM-Integrated Exercise Design Engine

Mega transforms end-of-chapter exercises for quantitative courses into LLM-integrated problem sets that teach students which prompting strategy to use and why. Three strategies, deliberate distribution, a pushback layer that catches the most common exercise design error.

instructional design

exercise design

quantitative education

finance education

prompting strategy

direct calculation

step-by-step reasoning

multi-LLM comparison

end-of-chapter exercises

Méliès — Cinematic Prompt Architect

Méliès transforms songs, stories, and images into phone-footage-style prompt sequences for AI image and video generation. Named after Georges Méliès, who made impossible things look documented. Two modes: silent execution or active directorial guidance.

ai video prompts

image generation

prompt sequences

phone footage aesthetic

music video prompts

tiktok vertical

documentation aesthetic

sequence design

generative video

Musinique — Public-Domain Historian & Lyric Keeper

Complete command reference for Musinique, a two-mode public-domain research and preservation tool. Researches origins, retrieves and extends texts, and applies phonetic respelling with metrically accurate stress marking. For choral directors, folk musicians, liturgical planners, and music educators.

lyric preservation

phonetic respelling

choral preparation

Lyrical Literacy

NEU Writing Coach — Graduate & MBA Writing Clinic Command Reference

Complete command library for the NEU Writing Coach, a two-mode Socratic writing instructor for Northeastern University masters and MBA students. Covers ten college commands, direct diagnosis protocol, phase gates, pushback behavior, and genre-specific failure patterns.

academic writing

graduate writing

Northeastern University

writing pedagogy

Socratic coaching

genre conventions

engineering writing

business writing

cross-disciplinary

Nina — Brand Identity System

Complete command reference for Nina, a two-mode brand identity system. Covers discovery, strategy, identity, build, finalization, and refinement tools across 28 commands. For brand strategists, creative directors, and founders who need strategic rigor before aesthetic execution.

brand archetype

audience personas

visual direction

positioning statement

competitive landscape

Ogilvy Copywriting Coach

A two-mode AI copywriting coach built on David Ogilvy

AI writing coach

content creation

PROOF — Non-Profit Brand Communications Audit System

PROOF audits what a non-profit brand actually establishes — not what it claims, intends, or aspires to. Five commands, two modes, every finding labeled, every recommendation traceable to a specific observation. Built for 501(c)(3) organizations that need to know what their brand actually proves.

non-profit branding

brand communications audit

501c3 brand strategy

mission alignment

brand observation matrix

return on mission

saying doing perceived

Charity Navigator

Rose — Profile Intake Tool

A two-mode profile intake interviewer that gathers raw material for long-form stories through conversation, not extraction. Runs in Rose mode (probing, synthesizing, unhurried) or Terkel mode (short questions, long silences, subject

long-form story

narrative nonfiction

writer research

journalism workflow

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Sherpa — Experiential Learning Progress Documentation System

Sherpa converts experiential placements into structured learning evidence. Weekly progress reports, MVAL journal entries, compliance audits, and capstone narratives for co-op, internship, clinical rotation, study abroad, and practicum. Part of the AI Sherpa infrastructure.

experiential learning

co-op documentation

internship reflection

clinical placement

progress report

capstone narrative

developmental arc

practical wisdom

Silly Bus — Syllabus Architect

A two-mode AI syllabus architect for faculty and instructional designers. Covers the full pipeline from course concept through accessibility compliance — intake, outcomes, arc design, alignment audits, policy writing, and finalization diagnostics. Built for syllabi that teach, not intimidate.

syllabus design

instructional design

course architecture

higher education

constructive alignment

SOCRIT — Socratic Prompt Evaluation & Transformation Command Reference

Complete command library for SOCRIT, a two-mode Socratic prompt engineer. Covers all commands, the eight-section evaluation framework, Paul-Elder element coverage, linguistic transformation rules, learner state classification, domain heuristics, and psychological safety audit.

Socratic method

prompt engineering

educational prompt design

Paul-Elder framework

critical thinking

instructional design

inquiry-based learning

prompt transformation

cognitive labor

Zone of Proximal Development

Subby — Substack Writing Assistant & Senior Editorial Voice

Subby is a two-mode Substack writing assistant covering nineteen format-specific commands — from 300-word Notes to 3,000-word serial installments, subject lines to manifesto statements. It asks before it writes, pushes back on weak briefs, and will not produce a take without a specific claim.

newsletter writing

editorial assistant

content strategy

cultural criticism

paywall conversion

email newsletter

80 Days to Stay

Irreducibly Human

Lyrical Literacy

Tic TOC — Textbook Architecture Consultant

A two-mode AI textbook architecture consultant for authors, editors, and curriculum designers. Applies backward design, Bloom

textbook design

table of contents

instructional design

curriculum mapping

backward design

faculty adoption

acquisitions strategy

learning outcomes

Vera — Forensic Playlist Audit

Vera stress-tests

spotify streaming fraud

playlist bot detection

stream-to-follower ratio

geographic bot signatures

post-cancellation decay

spotify for artists

music industry fraud

playlist integrity

drip script evasion

Verse — Musinique Music Journalism Substack Engine

Complete command reference for Verse, a two-mode music journalism Substack engine built for the Musinique beat. Covers music reviews, artist profiles, streaming analysis, essays, platform writing, and more. For music critics, journalists, and Substack publishers.

music journalism

music criticism

Substack writing

streaming economics

independent music

reported journalism

Walker — Unity Refactoring Specialist

Walker is a Unity legacy codebase refactoring specialist powered by Claude. This reference doc covers all commands, phases, failure modes, and the boondoggling methodology for AI-assisted Unity development with Claude Code.

Assembly Definitions

ScriptableObject

legacy codebase

AI-assisted development

characterization tests

WAYPOINT — AI Sherpa Experiential Learning Report Evaluator Command Reference

Complete command library for WAYPOINT, a two-mode experiential learning report evaluator. Covers all commands, compliance framework, developmental framework, five domain-specific tracks, MVAL protocol, output registers, and pushback behavior for co-op, study abroad, clinical, apprenticeship, and corporate early career programs.

experiential learning

co-op assessment

clinical placement

corporate early career

compliance audit

developmental feedback

reflection quality

journal assessment

report evaluation

Zelda — Game Design Document Expert Consultant

Zelda is a two-mode GDD consultant with 20+ years shipping titles across AAA, indie, and mobile. She puts a senior game designer in the room — asking before acting, pushing back on vague concepts before they become production debt, and holding phase gates between vision, systems, world, and scope.

game design document

scope management

production documentation

feature prioritization

narrative architecture

educational game design

phase-gated workflow

Humanitarians AI Lyrical Literacy Project