The Toolkit·Build 079·SEP 25, 2026·79 tools

The Toolkit

Agent prompts, templates, and frameworks I actually use daily. Everything is meant to be adapted, not followed to the letter. Grab what helps.

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The AI Eval Starter Kit: Six Templates, Error Analysis to Gate

Teresa Torres's evals method as six copyable templates: error analysis log, type chooser, code assertions, golden dataset, judge prompt, and the gate.

How I Build Eval Rubrics

The eval rubric method I actually use: grade thirty outputs first, tie every dimension to downside exposure, and go binary wherever you can.

The QBR Deck Template That Forces Decisions, Not Applause

A 9-slide QBR deck template: scoreboard vs plan, decision review, kills, next-quarter bets with confidence and reversibility. Outline plus PowerPoint.

The Exec Update Template: Five Numbers, Three Calls, One Ask

An exec update template read in 90 seconds: five-number scoreboard, three decisions with evidence, one ask. Plus the agent prompt that drafts it.

The PRD Collapsed Into Three Artifacts (Brief, Prototype, Eval)

The PRD collapsed into a one-page brief, a prototype, and an eval. Answering the four objections 21 PMs raised, with copy-paste templates.

The PR/FAQ Template: Amazon's Working Backwards for Your Bets

A complete PR/FAQ template: press release skeleton, external and internal FAQ, the narrative meeting protocol, and when not to use it. Markdown and Word.

The Decision Log Template: Train Judgment Like a Muscle

A decision log template for PMs: schema, worked examples, the weekly 10-minute ritual, and the quarterly calibration review. Markdown and Excel.

The Board Deck Product Section: An SCQA Slide Kit

A 7-slide board product section in 10 minutes: scoreboard, what changed, bets table, kill list, the one risk, and asks. No feature parade. Templates inside.

The Product Strategy Memo Template (Pyramid Principle)

A six-page SCQA strategy memo template after Minto: answer first, three grouped arguments with evidence slots, anti-bets, premortem risks, and the ask.

The PM First-90 Kit: Contract, Map, and Day-90 Note Templates

Four templates for a PM's first 90 days: a one-page manager contract, signal map, decision archaeology worksheet, and the day-90 note. Fill in 10 minutes.

The CPO First-90 Kit: Ledger, Map, and Readout Templates

Five templates for a new CPO's first 90 days: listening tour guide, trust and claim ledgers, coalition map, and the day-90 readout. Usable in 10 minutes.

The 20-Minute Customer Call Triage Agent

Customer call triage agent: 60-minute call to tagged, theme-clustered artifact with a one-line action in 20 minutes. Stack, prompt, eval rubric, batch run.

Direction Dashboard Agent

Compiles seven leading indicators every morning, predicts outcomes 4-8 weeks ahead, runs a weekly Goodhart audit. Direction at AI-native velocity.

Renewal Risk Agent for Migration Cohorts

Catches the accounts whose operational dashboard says fine but whose qualitative signals say otherwise. Three-dimension scoring, 90 days before renewal.

Margin Watch Agent

Tracks gross margin per outcome daily, classifies compression cause, and forecasts the Jevons cliff. Pricing reviews stop being post-mortems.

Board Narrative Drafter Agent

The most expensive document in product management compiled while you sleep. Quarterly board updates from data sources, comp set, and last quarter's narrative.

The AI Noise Tax. Three Patterns Killing Product Credibility.

Three AI patterns I'm done with: LinkedIn 'Claude superpowers' posts, SaaS apps with bolted-on AI sidebars, and PMs claiming prototyping kills empathy.

Pricing Migration Tracker Agent

Watches every migration account daily, classifies drift type, and recommends a specific intervention. Catch quiet drifters in week one, not week six.

Featured PrototypeNewv1.0 · Apr 20

Agent Sandbox

Run, test, and chain every agent in the Falkster PM fleet. Stream live output, visualize workflows as a DAG, inspect notifications across 5 channels, and ask Falkster AI what's happening across the whole system.

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Every template, A to Z

115 templates. Each one has its own page with the whole document on it and a download. Free, no signup, steal anything.