Playbooks

This is the action library for the project. The model explains what is happening; these playbooks are how to do something useful about it in real life.

We keep them practical, small, and repeatable: one clear move, one measurable outcome, one follow-up. Use filters to find what fits your lane, then start with the smallest next step.

Showing 114 of 114 playbooks.

Civics | template | Updated 2026-02-26

90-Second Testimony (Public Meeting)

90 Second Testimony (Public Meeting) Goal: be clear, calm, and quotable. One point. One ask. Structure (memorize this) 1. Who I am (10 sec) 2. What’s happening (15 sec) 3. Why it matters (20

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Civics | core | Updated 2026-03-01

Accountability (Watchdog Lite)

Accountability (Watchdog Lite) Use when: something smells off and you want receipts, not rumors. Goal: find the real constraint: money, rules, contracts, staffing, enforcement. What to look

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Civics | overview | Updated 2026-03-14

AI Claims Governance

AI Claims Governance This package is for the institutional side of claims and eligibility systems: action thresholds, ownership, procurement terms, auditability, and the minimum floor for ad

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Tags: AI, Claims, Eligibility, Governance

Civics | template | Updated 2026-03-14

Audit Log Specification

Audit Log Specification Use this template to define the minimum record for every materially consequential adverse decision. Required fields case or claim identifier model, rules engine, or w

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Tags: AI, Claims, Eligibility

Civics | core | Updated 2026-03-01

Budget Season Playbook

Budget Season Playbook How normal people can move a budget year without making civics their whole life. What is happening Budget season is when priorities become staffing, contracts, and act

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Civics | template | Updated 2026-03-01

Budget Testimony Pack

Budget Testimony Pack 90 second version My name is [Name], and I live in [place]. Here is the problem: [one sentence on human impact] Here is the bottleneck: [one sentence on mechanism] My a

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Civics | core | Updated 2026-03-01

Candidate Evaluation + Feedback

Candidate Evaluation + Feedback Use when: you're choosing who to support, donate to, volunteer for, or vote for. Goal: consistent, fair evaluation focused on actions and implementation. Hard

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Civics | template | Updated 2026-03-01

Case File Intake

Case File Intake Use this when "this keeps happening" stories need to become something usable. Basic facts Date: Place: Who was affected: What happened: Costs and harms Money lost: Time lost

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Civics | playbook | Updated 2026-03-14

Check the Facts Before a Denial

Check the Facts Before a Denial Use this playbook when a flag, score, mismatch, or anomaly could trigger denial, closure, disenrollment, or another materially consequential adverse action. T

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Tags: AI, Claims, Eligibility, Corroboration

Civics | template | Updated 2026-03-01

Civics Log (Consistency > Intensity)

Civics Log (Consistency Intensity) Why: memory beats motivation. This keeps you steady without spiraling. This week’s lane (choose one) [ ] Voting [ ] Policy [ ] Mutual aid [ ] Info hygiene

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Civics | overview | Updated 2026-03-01

Civics Playbooks (Core + Adapters)

Civics Playbooks (Core + Adapters) This folder is the "small but complete" civics toolkit. Goal: high coverage without 100 playbooks . We do that with two layers: 1. Core playbooks (work at

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Civics | template | Updated 2026-03-01

Civics Weekly Checklist

Civics Weekly Checklist This week [ ] One ask drafted or sent [ ] One channel used [ ] One follow up date set [ ] One log entry completed If it is election season [ ] voter list updated [ ]

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Civics | core | Updated 2026-02-26

Coalition Basics (Work with imperfect allies)

Coalition Basics (Work with imperfect allies) Use when: you need allies to move a thing and you don’t agree on everything. Goal: align on a shared goal, shared facts, shared rules. The minim

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Civics | template | Updated 2026-03-01

Coalition Minimum Agreement

Coalition Minimum Agreement Use this when a small coalition needs enough structure to work together without pretending everyone agrees on everything. Shared goal We are working together to m

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Civics | core | Updated 2026-03-01

Complaint to Case File

Complaint to Case File Use when: people keep saying "this keeps happening" and you want something usable. Goal: turn anecdotes into a clean record that can support an ask, an oversight compl

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Civics | template | Updated 2026-03-01

Contract Clause Snippets

Contract Clause Snippets Use these as plain language starting points, not final legal text. Audit rights The agency may review records, billing support, and performance documentation related

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Civics | core | Updated 2026-03-01

Donations with Discipline

Donations with Discipline Use when: you donate and want impact, not impression management. Goal: money as a tool for outcomes, not a mood. The giving budget (guardrail) Decide a monthly amou

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Civics | adapter | Updated 2026-03-01

Federal Adapter (big levers, slower feedback)

Federal Adapter (big levers, slower feedback) Federal levers are powerful but slower. Most real influence comes through: agencies , appropriations , and oversight . What counts as “federal”

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Civics | template | Updated 2026-03-01

Follow-Up Email

Follow Up Email Subject: Follow up on [one ask] Hi [Name], Thank you for the time on [date]. I am following up on the one ask we discussed: [one ask] The practical outcome I am looking for i

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Civics | core | Updated 2026-03-01

GOTV Micro-Team (3–8 people)

GOTV Micro Team (3–8 people) Use when: elections matter and you want leverage without burning out. Goal: small team, simple rhythm, consistent turnout. Roles (lightweight) Captain: keeps the

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Civics | playbook | Updated 2026-03-14

Human Command for Adverse Decisions

Human Command for Adverse Decisions Use this as the baseline rule set for AI assisted denial, closure, disenrollment, or other adverse decision systems. Use it when a team wants speed or con

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Tags: AI, Claims, Eligibility, Standard

Civics | core | Updated 2026-03-01

Information Hygiene (Protect Shared Reality)

Information Hygiene (Protect Shared Reality) Use when: your feed is trying to hijack your brain. Goal: keep shared reality without becoming smug or cruel. The three buckets Confirmed: suppor

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Civics | adapter | Updated 2026-03-01

Local Adapter (highest leverage per minute)

Local Adapter (highest leverage per minute) Local government is where you often get the fastest feedback loop. It’s also where “monthly squeeze” shows up as real decisions: housing approvals

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Civics | core | Updated 2026-02-26

Mutual Aid + Rapid Response

Mutual Aid + Rapid Response Use when: people get hit now (raids, layoffs, eviction, disaster). Goal: calm coordination that keeps people safe and stable. First rule Do no harm. Safety and le

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Civics | core | Updated 2026-03-01

Nonprofit and Org Leverage

Nonprofit and Org Leverage Use when: you want to plug into an existing organization without adding drag or disappearing into low accountability work. Goal: become a useful ally carrying one

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Civics | core | Updated 2026-03-01

Office Hours Playbook

Office Hours Playbook Use when: you want influence without turning it into a performance. Goal: one 15 minute conversation, one clear ask, one follow up. Why this matters Many decisions get

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Civics | template | Updated 2026-03-01

Office Hours Request Email

Office Hours Request Email Subject: Quick 15 minute meeting on [one ask] Hi [Name], I am a [resident / constituent / parent / worker] in [place]. I am writing with one specific ask: [one ask

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Civics | core | Updated 2026-02-28

One-Ask Engine

One Ask Engine Use when: you do not know what to do, or you want clean leverage without spiraling. Output: one clear ask + one measurable outcome + one next step. This is the default move: t

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Civics | template | Updated 2026-02-26

One-Ask Template (1 page)

One Ask Template (1 page) Purpose: turn “I’m mad / I’m worried” into one clear request with a measurable outcome. 0) Context (1 sentence) What’s happening, in plain words? Example: “Our city

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Civics | template | Updated 2026-03-01

Outreach Scripts (DM / Text / Email)

Outreach Scripts (DM / Text / Email) A) The clean ping (low drama) Hey — quick note. I’m trying to stay consistent and useful. Are you planning to vote in [election] ? Want me to send you th

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Civics | core | Updated 2026-03-01

Procurement and Contract Guardrails

Procurement and Contract Guardrails Use when: the real leverage is buried in an RFP, vendor renewal, or contract amendment. Goal: get boring guardrails into the contract before failure becom

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Civics | template | Updated 2026-03-14

Procurement Contract Rider

Procurement Contract Rider Use this template for contracts involving AI assisted denial, closure, disenrollment, or adverse determination systems. Minimum clauses specific reasons, not gener

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Tags: AI, Claims, Eligibility

Civics | core | Updated 2026-03-01

Public Comment + Rulemaking

Public Comment + Rulemaking Use when: agencies ask for comments on proposed rules, permits, plans, or enforcement changes. Goal: get a clear request into the official record, in a form agenc

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Civics | template | Updated 2026-02-26

Public Comment Template (Rulemaking / Agency Input)

Public Comment Template (Rulemaking / Agency Input) Subject: Comment on [Rule/Proposal name + docket/ID] 1) My stake (2 sentences) I am [who] in [place] . This affects [me/us] because [plain

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Civics | core | Updated 2026-03-01

Public Meeting (Show Up + Be Effective)

Public Meeting (Show Up + Be Effective) Use when: school board, city council, county, zoning, commissions. Goal: one clear ask in the record, plus one follow up. Before the meeting (20 minut

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Civics | template | Updated 2026-03-14

Quarterly Denial Integrity Review

Quarterly Denial Integrity Review Use this template for a recurring management review of denial quality, appeal performance, and accountability failures. Review period quarter: owner: system

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Tags: AI, Claims, Eligibility

Civics | core | Updated 2026-03-01

Relational Canvassing (Friend Network, Low-Pressure)

Relational Canvassing (Friend Network, Low Pressure) Use when: you want persuasion without becoming overbearing. Goal: one honest conversation, one small ask, protect the relationship. Princ

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Civics | core | Updated 2026-03-01

Safety and De-Escalation

Safety and De Escalation Use when: tensions are high, rapid response is happening, or people need help without adding chaos. Goal: keep people safer, reduce rumor spread, and separate roles

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Civics | adapter | Updated 2026-03-01

State Adapter (rules + money layer)

State Adapter (rules + money layer) States control a lot of “the rules of the game” and the money pipelines. If local is the steering wheel, state is often the engine and the speed limits. W

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Civics | template | Updated 2026-03-01

Target Map

Target Map Issue: Level: Decision path | Role | Name / office | Why they matter | Contact | Date / deadline | | | | | | | | Decider | | | | | | Staff contact | | | | | | Committee / chair |

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Civics | playbook | Updated 2026-03-14

Vendor Accountability and Decision Ownership

Vendor Accountability and Decision Ownership Use this playbook when a denial chain crosses payer, agency, administrator, vendor, or model provider boundaries. The practical question is simpl

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Tags: AI, Claims, Eligibility, Procurement

Civics | core | Updated 2026-02-26

Voting Plan (Personal + Household)

Voting Plan (Personal + Household) Use when: it’s 60 days out (or whenever you realize you’re behind). Goal: remove friction so voting is boring and guaranteed. The plan (15 minutes) 1. Conf

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Community | template | Updated 2026-02-26

90-Second Testimony (Public Meeting)

90 Second Testimony (Public Meeting) Goal: clear, calm, quotable. One point. One ask. Structure 1. Who I am (10 sec) 2. What’s happening (15 sec) 3. Why it matters (20 sec) 4. The ask (20 se

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Community | template | Updated 2026-02-26

After-Action Review (AAR)

After Action Review (AAR) Run this after any meeting, call, comment, or email thread. 5 minutes. No novel. What happened (facts) Date: Action type: meeting / email / call / comment Topic: De

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Community | overview | Updated 2026-03-14

AI Claims and Eligibility

AI Claims and Eligibility This package is for the claimant facing side of claims and eligibility failures: notices people can understand, records they can actually reach, and appeal paths th

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Tags: AI, Claims, Eligibility

Community | template | Updated 2026-03-14

Appeal Intake and Review Template

Appeal Intake and Review Template Use this template to capture the original decision basis, the claimant's issue, and the review outcome in one place. Intake claimant issue: original decisio

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Tags: AI, Claims, Eligibility

Community | playbook | Updated 2026-03-14

Audit Logs, Records, and Appeals

Audit Logs, Records, and Appeals Use this playbook when the institution needs appeals that can actually reverse a bad denial before the harm becomes permanent. The standard is not whether a

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Tags: AI, Claims, Eligibility, Appeals

Community | template | Updated 2026-02-26

Call Your Rep Script (Voicemail)

Call Your Rep Script (Voicemail) Staff log calls as: for/against + issue + district . Keep it short. One ask. The 30 second voicemail (template) Hi, my name is [Name] . I’m a constituent in

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Community | template | Updated 2026-02-26

Civics Log (Consistency > Intensity)

Civics Log (Consistency Intensity) Why: memory beats motivation. This keeps you steady and cumulative. | Date | Level | Target | Topic | One Ask | Metric | Status | Follow up date | Links |

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Community | module | Updated 2026-03-01

Community Modules (Topic Menus)

Community Modules (Topic Menus) These modules are not essays. They are menus of measurable asks you can use in meetings, emails, and one pagers. How to use a module 1. Pick one squeeze lane

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Tags: Big Costs, Monthly Squeeze

Community | playbook | Updated 2026-03-01

Community OS (E4E)

Community OS (E4E) This is a lightweight operating system for local community work. Not a manifesto. A loop you can repeat without burning out. The core loop Squeeze → bottleneck → one measu

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Tags: Big Costs, Monthly Squeeze

Community | overview | Updated 2026-03-01

Community Playbooks

Community Playbooks This folder turns "community engagement" into a small, repeatable practice. Goal: reduce the monthly squeeze and lower the odds we get split by fear + scapegoats. We do t

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Tags: Big Costs, Monthly Squeeze

Community | template | Updated 2026-03-01

Community Templates (Core)

Community Templates (Core) These templates are the glue between a good idea and a repeatable action. Keep them short. Copy and adapt freely. One ask beats ten hot takes. What’s included Defi

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Community | place | Updated 2026-03-01

Deephaven (E4E Place Playbook)

Deephaven (E4E Place Playbook) Small places still have big levers. The trick is to focus on one bottleneck and one measurable ask. This file keeps Deephaven work tied to the real calendar an

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Tags: Big Costs, Housing, Deephaven

Community | template | Updated 2026-03-14

Denial Notice Template

Denial Notice Template Use this template for denial, closure, disenrollment, or other adverse action notices that need to be understandable enough to challenge. Notice header decision taken:

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Tags: AI, Claims, Eligibility

Community | template | Updated 2026-02-26

Follow-Up Email (Template)

Follow Up Email (Template) Goal: confirm the record, get an owner + date, keep it calm. Subject line options “Follow up: [topic] — next step + date?” “Thank you — confirming my understanding

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Community | place | Updated 2026-03-01

Hennepin County (E4E Place Playbook)

Hennepin County (E4E Place Playbook) Counties often control implementation gravity: health services, housing supports, procurement, courts interfaces, and a lot of money flow. This file keep

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Tags: Big Costs, Housing, Hennepin County

Community | template | Updated 2026-02-26

Meeting Agenda Template (30 minutes)

Meeting Agenda Template (30 minutes) This is for a small group (or you + one ally). Keep it action oriented. 1) Check in (3 minutes) What’s one thing you noticed this week about the squeeze?

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Community | template | Updated 2026-03-01

Metrics Definition Card

Metrics Definition Card Metrics prevent arguments built on impression alone. This template makes sure the number is real and not easily gamed. Metric Name: Why it matters (1 sentence): Defin

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Community | place | Updated 2026-03-01

Minneapolis (E4E Place Playbook)

Minneapolis (E4E Place Playbook) This file turns Minneapolis analysis into a repeatable monthly practice. It is meant to stay short, current, and tied to one real decision path at a time. Qu

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Tags: Big Costs, Housing, Minneapolis

Community | template | Updated 2026-03-01

Module Sprint Kit

Module Sprint Kit Use this when you want to turn one module into one real sprint in about 60 minutes. The 60 minute sprint 1. Pick one lane and one bottleneck. 2. Build a target map with one

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Community | module | Updated 2026-03-01

Module: Childcare (Capacity + Stability + Real Schedules)

Module: Childcare (Capacity + Stability + Real Schedules) Purpose: reduce the monthly squeeze by making childcare easier to find, easier to keep, and closer to the hours families actually li

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Tags: Big Costs, Childcare

Community | module | Updated 2026-03-01

Module: Education (Debt + Outcomes + Fair Terms)

Module: Education (Debt + Outcomes + Fair Terms) Purpose: reduce the monthly squeeze by making education and training easier to compare, easier to plan around, and less likely to turn into a

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Tags: Big Costs, Education

Community | module | Updated 2026-03-01

Module: Energy Bills (Weatherization + Shutoff Prevention)

Module: Energy Bills (Weatherization + Shutoff Prevention) Purpose: reduce the monthly squeeze by lowering energy bills and preventing crisis shutoffs. This module is designed to be runnable

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Tags: Big Costs, Energy

Community | module | Updated 2026-03-01

Module: Healthcare (Bills + Delays + Admin Drag)

Module: Healthcare (Bills + Delays + Admin Drag) Purpose: reduce the monthly squeeze by making care easier to use, easier to price, and less likely to turn into paperwork or debt. This modul

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Tags: Big Costs

Community | module | Updated 2026-03-01

Module: Housing (Scarcity + Fair Terms)

Module: Housing (Scarcity + Fair Terms) Purpose: reduce the monthly squeeze by helping a place do two things at once: make it easier to build homes, and make it harder to profit from scarcit

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Tags: Big Costs, Housing

Community | module | Updated 2026-03-01

Module: Transportation (Captivity + Fair Terms + Reliability)

Module: Transportation (Captivity + Fair Terms + Reliability) Purpose: lower the monthly squeeze by making transportation less of a money trap and less of a daily gamble. This module is desi

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Tags: Big Costs, Transportation

Community | template | Updated 2026-02-26

One-Ask Email (Template)

One Ask Email (Template) Goal: one clear request with a measurable outcome. Subject line options “Constituent request: [ONE ASK]” “Please support/oppose: [Bill/Item]” “Request for action at

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Community | template | Updated 2026-02-26

One-Pager Template (Community)

One Pager Template (Community) Use this as a handout or as your own clarity tool. One page. One ask. Title [Place] — [Topic] — One Ask 1) Problem (what’s happening) 1–2 sentences, plain lang

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Community | place | Updated 2026-02-26

Place Playbook Template (Belief Tests + Scoreboard)

Place Playbook Template (Belief Tests + Scoreboard) This file is for one place (city, county, school district). Update quarterly. Place Name: Decision bodies (council/board/commission): Key

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Community | place | Updated 2026-03-01

Places (E4E)

Places (E4E) A “place file” is the wrapper that turns analysis into action. Each place file should fit on one screen and answer: who decides what’s the bottleneck what’s the one ask (measura

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Community | template | Updated 2026-02-28

Scoreboard Template (Owner + Metric + Follow-Up)

Scoreboard Template (Owner + Metric + Follow Up) Use this when you want to keep an ask real. If there is no owner, no metric, and no follow up date, it is probably not a plan yet. This templ

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Tags: Metrics

Community | playbook | Updated 2026-03-14

Specific Reasons and Usable Notices

Specific Reasons and Usable Notices Use this playbook when claimants receive denial, closure, disenrollment, or adverse action notices that are too generic to challenge. The point is simple:

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Tags: AI, Claims, Eligibility, Notices

Community | template | Updated 2026-02-26

Stakeholder Map (Deciders + Influencers)

Stakeholder Map (Deciders + Influencers) Use this to avoid wasting effort. Most change is blocked (or enabled) by a small set of people and processes. Issue Topic: Decision point (vote/contr

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Healthcare-MD | playbook | Updated 2026-03-01

Admin Drag Map (MD / Clinic)

Admin Drag Map (MD / Clinic) Purpose: identify where time goes, who owns the delay, and what could be reduced safely. Categories to map documentation billing/coding prior auth / denials refe

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Tags: Big Costs, Admin Drag, Workflow, Mapping

Healthcare-MD | playbook | Updated 2026-03-01

AI for Care (with Guardrails)

AI for Care (with Guardrails) AI can help clinicians draft and organize . It must not become an unaccountable decision machine. AI should do more of paperwork drafting (with clinician review

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Tags: Big Costs, AI, Guardrails, Safety, Accountability

Healthcare-MD | overview | Updated 2026-03-01

Clinic Playbook (Minutes Back)

Clinic Playbook: Minutes Back (Physicians vs Paperwork) This is a small, repeatable playbook for helping clinicians who are drowning in admin drag. Goal: give minutes back without creating n

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Tags: Big Costs, Clinicians, Admin Drag, Operations, Guardrails

Healthcare-MD | template | Updated 2026-03-01

Field Notes (MD / Clinic)

Field Notes (MD / Clinic) Date: What happened this week: Who was impacted: Frequency (times/week): Minutes lost (per instance / per week): What caused it (best guess): Where it happened (EHR

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Tags: Big Costs, Field Notes, Operations

Healthcare-MD | playbook | Updated 2026-03-01

MD Feedback Questions

MD Feedback Questions Use these to get concrete feedback from a physician quickly. 1. Which 2 workflow categories eat you alive weekly? 2. Which of these are clinic controlled versus system

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Tags: Big Costs, Clinicians, Feedback

Healthcare-MD | template | Updated 2026-03-01

One Ask (Clinic Ops / IT / Leadership)

One Ask (Clinic Ops / IT / Leadership) Use this when you need permission, a report, staffing, or an EHR/workflow change. Attach one field note receipt when possible. Subject: Request: [deliv

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Tags: Big Costs, One Ask, Leadership

Healthcare-MD | playbook | Updated 2026-03-01

Quickstart (15 Minutes)

Quickstart (15 Minutes) Use this when you want fast physician feedback without turning it into a project. In 15 minutes 1. Pick one category from the . 2. Write one . 3. Score 2 3 candidate

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Tags: Big Costs, Admin Drag, Quickstart

Healthcare-MD | playbook | Updated 2026-03-01

Scoreboard (Prove It Helped)

Scoreboard (prove it helped) Pick 3 5 metrics. Track weekly. If you cannot measure it, it drifts into impression and anecdote. Recommended core metrics After hours EHR time ("pajama time") p

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Tags: Big Costs, Metrics, Outcomes

Healthcare-MD | playbook | Updated 2026-03-01

Standard Plays (Minimum Viable Interventions)

Standard Plays (minimum viable interventions) These are the default moves to reduce admin drag safely. Pick one. Ship it. Measure it. Rule of thumb: start with clarity, routing, and deleting

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Tags: Big Costs, Interventions, Workflow, Implementation

Healthcare-MD | playbook | Updated 2026-03-01

Triage and Prioritization

Triage & Prioritization (pick the first target) The fastest way to help is not "fix everything." It is to pick the highest frequency pain that requires the least clinical judgment and has a

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Tags: Big Costs, Triage, Prioritization, Operations

Kids | playbook | Updated 2026-03-01

10-Minute Talk (Kids)

10 Minute Talk (Kids) Goal: calm down, get clear, pick one next thing. Parent pre flight: "Am I trying to reduce harm, or win?" "Am I calm enough to be useful?" "If not: water, breath, then

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Tags: Communication, Emotional Regulation, Agency

Kids | playbook | Updated 2026-03-01

Agency Menu

Agency Menu (when “what can we do?” feels like “nothing”) Pick one . Small counts. 1 minute actions Mute/unfollow one account that spikes your stress Text one friend: “You okay?” If you snap

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Tags: Agency, Resilience, Action

Kids | playbook | Updated 2026-03-01

Fears to Agency

Fears → Agency (the mechanic) When fear shows up, the goal isn’t to shut it down. The goal is to carry it without letting it drive . The 5 step loop 1. Name it (no shame) “Yeah, that’s scary

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Tags: Fear, Agency, Values

Kids | overview | Updated 2026-03-01

Kids Playbook (Fear to Clarity to Agency)

Kids Playbook (Fear → Clarity → Agency) This is a small, repeatable “kids talk” stack for when the world feels loud. It’s designed for 10 minutes , not a lecture. The goal is not “win the ar

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Tags: Family, Resilience, Agency, Communication

Kids | playbook | Updated 2026-03-01

Skills That Age Well

Skills That Age Well The world changes. These skills keep paying you back anyway. The list Judgment (knowing what matters) Relationships (trust and collaboration) Craft (doing hard things ca

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Tags: Skills, Long Game, Development

Workplace | overview | Updated 2026-03-14

AI Career Ladder Protection Playbooks

AI Career Ladder Protection Playbooks This package exists because the early labor risk from AI is not only displacement. It is ladder collapse: entry narrows, learning work disappears, revie

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Tags: AI, Workplace, Career Ladders, Retained Human Capacity

Workplace | overview | Updated 2026-03-14

AI Workplace Governance

AI Workplace Governance This package is for the broader workplace rules around AI systems that affect jobs, pay, scheduling, discipline, promotion, evaluation, monitoring, or hiring. Use it

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Tags: AI, Workplace, Governance

Workplace | playbook | Updated 2026-03-14

Career Ladder Protection Standard

Career Ladder Protection Standard Use this as the baseline rule set when AI adoption could weaken the junior pipeline. Use it when a team wants productivity gains without trading away judgme

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Tags: AI, Workplace, Standard, Career Ladders

Workplace | template | Updated 2026-03-14

Hiring Pipeline Human-in-Command Checklist

Hiring Pipeline Human in Command Checklist Use this as a copy/paste checklist for HR, procurement, or hiring managers when AI is used anywhere in candidate screening or selection. If the ans

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Tags: AI, Hiring, Checklist, Workplace

Workplace | playbook | Updated 2026-03-14

Hiring Pipeline Protection

Hiring Pipeline Protection Use this playbook when AI is used anywhere in screening, ranking, filtering, interview triage, or candidate selection. What problem this playbook solves Hiring is

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Tags: AI, Workplace, Hiring, Contestability

Workplace | playbook | Updated 2026-03-14

Human Command in Employment Decisions

Human Command in Employment Decisions Use this as a plain language rider for procurement, HR policy, internal governance, or vendor contracts when AI tools affect worker opportunity, pay, sc

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Tags: AI, Workplace, Governance, Human Command

Workplace | playbook | Updated 2026-03-14

Learning Work Allocation

Learning Work Allocation Use this playbook when a team is adopting AI in day to day work and needs to protect the reps juniors need to build judgment. What problem this playbook solves The f

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Tags: AI, Workplace, Work Design, Mentorship

Workplace | playbook | Updated 2026-03-14

Onboarding and Entry-Ladder Protection

Onboarding and Entry Ladder Protection Use when: junior roles are shrinking, onboarding is thin, or teams expect senior output without training pathways. Goal: preserve the path from new ent

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Tags: Workplace, Onboarding, Training, Entry Ladder, AI

Workplace | playbook | Updated 2026-03-14

Performance Metrics Without Gaming

Performance Metrics Without Gaming Use when: teams are optimizing for dashboard numbers while quality, safety, or dignity declines. Goal: design metrics that guide better work instead of rew

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Tags: Workplace, Metrics, Accountability

Workplace | template | Updated 2026-03-14

Quarterly Bench Health Review

Quarterly Bench Health Review Use this template once per quarter to review whether AI adoption is preserving the first rung, review quality, and future bench strength. 1. Scope Team / functi

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Tags: AI, Workplace, Bench Health

Workplace | playbook | Updated 2026-03-14

Review Capacity and Oversight

Review Capacity and Oversight Use this playbook when AI increases output volume faster than managers, reviewers, or senior practitioners can realistically inspect it. What problem this playb

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Tags: AI, Workplace, Review, Oversight

Workplace | playbook | Updated 2026-03-14

Scheduling Fairness and Stability

Scheduling Fairness and Stability Use when: workers are dealing with unstable schedules, last minute changes, or unpredictable hours. Goal: make schedules predictable enough that people can

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Tags: Workplace, Scheduling, Fairness

Workplace | playbook | Updated 2026-03-14

Shared Gains Playbook

Shared Gains Playbook Use when: productivity is rising but workers are not seeing clear gains in pay, time, staffing, or stability. Goal: convert productivity improvements into visible worke

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Tags: Workplace, Shared Gains, Compensation

Workplace | playbook | Updated 2026-03-14

Workforce Strategy and Bench Health

Workforce Strategy and Bench Health Use this playbook when leadership is making hiring, backfill, headcount, or deployment decisions that could thin the future bench while current productivi

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Tags: AI, Workplace, Workforce Planning, Bench Health

Workplace | template | Updated 2026-03-14

Workplace AI Bill of Rights Rider

Workplace AI Bill of Rights Rider Use this as a plain language rider for public procurement, HR policy, or vendor contracts when AI tools affect worker opportunity, pay, scheduling, discipli

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Tags: AI, Guardrails, Accountability, Workplace

Workplace | playbook | Updated 2026-03-14

Workplace AI Procurement and HR Guardrails

Workplace AI Procurement and HR Guardrails Use when: an employer, agency, school, or vendor is using AI in hiring, evaluation, scheduling, discipline, or workplace monitoring. Goal: get basi

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Tags: AI, Guardrails, Accountability, Workplace

Workplace | playbook | Updated 2026-03-14

Workplace Issue Map

Workplace Issue Map Use when: something at work feels broken, but the failure mode is still fuzzy. Goal: name the real mechanism, find the decision point, and turn complaint into one concret

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Tags: Workplace, Triage, Accountability

Workplace | overview | Updated 2026-03-14

Workplace Playbooks

Workplace Playbooks This lane is for the rules and routines that shape daily work. Focus: hiring scheduling evaluation discipline monitoring grievance and appeal paths worker facing guardrai

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Tags: Workplace

Writing | playbook | Updated 2026-03-01

Action Menu

Action Menu (so every post ends with something real) Pick one . Small counts. Consistency beats intensity. 1 minute actions Don't share the claim yet; ask for a source Mute or unfollow one a

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Tags: Action, Online Behavior, Civic Action

Writing | playbook | Updated 2026-03-01

Bridge Language

Bridge Language Use these to lower the temperature without surrendering your spine. Bridge starters (connection without flinching) “I might be wrong — here’s what I’m using to check it.” “I’

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Tags: Bridge Language, Boundaries, Communication

Writing | playbook | Updated 2026-03-01

Channel Shapes

Channel Shapes Use the same core rules everywhere. Change the shape to fit the channel. Facebook 150 400 words 1 2 paragraph breaks 1 link max end with one ask do not argue in circles in com

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Tags: Channels, Communication, Framing

Writing | playbook | Updated 2026-03-01

Editing Checklist (Integrity Gate)

Editing Checklist (Integrity Gate) Run this before you post. 1) Evidence labeling (honesty check) [ ] What’s confirmed ? [ ] What’s plausible but not confirmed? [ ] What’s unknown ? [ ] If I

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Tags: Editing, Evidence, Tone, Checklist

Writing | playbook | Updated 2026-03-01

Post Frames (Small Set, High Reuse)

Post Frames (small set, high reuse) Rule: one post, one point, one ask. Frame A Mechanism + One Ask (default) Best channel: blog, Substack post, Facebook Default length: 300 900 words 1. Wha

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Tags: Framing, One Ask

Writing | playbook | Updated 2026-03-01

Receipts Stubs (Backlog)

Receipts Stubs (Backlog) Use this when you want to make a factual claim but you don’t have the source ready. This is how you avoid “confident but wrong.” Template Topic: Claim (draft): Why i

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Tags: Receipts, Research, Evidence

Writing | overview | Updated 2026-03-01

Writing Playbook (Bridge, Receipts, One Ask)

Writing Playbook (Bridge + Receipts + One Ask) This is a small, repeatable writing stack for “showing up” online without becoming needlessly harsh. The goal is not winning arguments. The goa

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Tags: Communication, Evidence, Bridge Language, Action