The 4+1 worth your time
I rated all 21 drops on uniqueness and business value. These are the winners — one per adoption phase, plus an honorable mention. Tap any pick to jump to it.
Automation Proposal Scorecard
Judge automation proposals by the outcome, not the scope list — the DESTINATION checklist, interactive.
Sovereignty Footprint Calculator
Buy the server or rent the VPS? Five questions, one verdict on your sovereignty footprint.
goals.md Generator
Fill in Direction → Constraints → Done, get a copy-paste goals.md for your coding agent.
AI Pilot Rubric
Score AI pilots on 7 weighted dimensions with kill-criteria overrides — the paper trail is the output.
Agent Parts Diagnostic
Which part is your agent missing? Symptom quiz plus the full clickable 25-parts map.
Agent Readiness Quiz
16 dimensions, one brutal rule: under 67% and you don't build the agent — you fix the business first.
Eval Maturity Scorecard
8 questions grade your eval habits and name the single highest-ROI practice to adopt next.
AI FOMO Filter
Run the next AI pitch through the vitamin-vs-painkiller test: KILL, PILOT, or DO THE HOMEWORK.
AI Improvement Loop
A self-assessment that finds your AI maturity level, names your binding constraint, prescribes one change.
Which LLM Pattern Do You Need?
Pick your product's symptom, get the prescribed pattern plotted live on Yan's 2×2 spectra map.
Should You Automate This Process?
5-gate readiness check → 🟢 AUTOMATE NOW / 🔴 NOT YET stamp, with the ROI math built in.
Which AI Decision Are You Actually Making?
Pick the decision you're stuck on, get the matched framework, then run the Execution Gap test.
Does Your AI Video Tool Support Learning?
Score any AI video tool against the 8-criterion learning rubric, get the gap-fill playbook.
Close the Loop
6-question open-loops self-diagnosis — each gap comes with a copy-paste fix prompt.
Is Your Agent Any Good?
Pick your agent type and feared failure mode — get a generated 5-step eval plan.
AI Readiness Level Quiz
13 questions reveal your org's real AI maturity level (Chaos → Optimized) plus a 90-day roadmap.
Prompt Form Builder
Your prompt is a form with unknown, dynamic fields — build it interactively, field by field.
Coding Agent RAG Check
Is RAG actively hurting your coding agent? Five checks, one verdict: skip it, keep it, it depends.
Which AI Strategy Decision Are You Making?
Framework finder: match one of six strategy frameworks to the debate your meeting is really having.
Does Your AI System Need Human Validation?
6-check scorecard → HUMAN-IN-COMMAND / IN-THE-LOOP / ON-THE-LOOP verdict plus a generated observability checklist.
The Distillation Playbook
Post-training data-strategy picker — each strategy mapped back to its Lecture 7 chapter and timestamp.
Scorecard
Your ratings, ranked by total. Saved on this device.
Top pick per phase
Full ranking
| # | Drop | Phase | Uniq | Biz | Total |
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