OKR Framework

Guide users through creating measurable quarterly OKRs with alignment, scoring, and review cadences for company, team, and individual goals.

1kalin@1kalin

Install

openclaw skills install @1kalin/afrexai-okr-framework

OKR Framework — Objectives & Key Results Planner

Build quarterly OKRs that actually drive outcomes. Not vague aspirations — measurable targets with scoring, alignment checks, and review cadences.

What This Does

When triggered, walk the user through structured OKR planning:

Company-level objectives — 3-5 per quarter max
Team-level alignment — cascade from company, don't duplicate
Individual OKRs — tied to team objectives, owned by one person
Scoring & grading — 0.0-1.0 scale with calibration guidelines
Review cadence — weekly check-ins, monthly scoring, quarterly retrospective

How to Use

Say: "Help me set OKRs for Q2" or "Create OKRs for my engineering team" or "Review last quarter's OKR scores"

OKR Writing Rules

Objectives

Start with a verb (Launch, Increase, Reduce, Build, Establish)
Qualitative and inspiring — the "what" and "why"
Time-bound to the quarter
Max 5 per level (company/team/individual)

Key Results

Quantitative and measurable — the "how much"
2-4 per objective
Must have a number: percentage, count, dollar amount, date
Graded 0.0-1.0 where 0.7 = target (stretch goals should hit 0.6-0.7)

Bad vs Good Examples

❌ "Improve customer satisfaction" ✅ "Increase NPS from 32 to 50 by end of Q2"

❌ "Grow revenue" ✅ "Close $450K in new ARR from enterprise segment (>$50K ACV)"

❌ "Ship faster" ✅ "Reduce average cycle time from 14 days to 7 days for P1 features"

Scoring Guide

Score	Meaning	Action
0.0-0.3	Failed to make meaningful progress	Post-mortem required — was it wrong goal or wrong execution?
0.4-0.6	Made progress but fell short	Identify blockers. Carry forward or adjust target?
0.7	Hit target	This is the sweet spot. Means goals were ambitious but achievable
0.8-1.0	Exceeded target	Either crushed it or goal wasn't ambitious enough. Calibrate next quarter

Alignment Check

For every team OKR, answer:

Which company objective does this support?
If this team hits all its KRs, does the company objective move?
Is any company objective orphaned (no team OKR supports it)?

Quarterly Review Template

text

## Q[X] 20XX OKR Retrospective

### Company Objectives
| # | Objective | Score | Status |
|---|-----------|-------|--------|
| 1 | [objective] | [0.0-1.0] | 🟢/🟡/🔴 |

### What Worked
- [specific wins]

### What Didn't
- [specific misses with root cause]

### Carry Forward to Q[X+1]
- [objectives/KRs that need continuation]

### Kill List
- [OKRs that are no longer relevant — delete, don't carry dead weight]

AI Agent OKR Patterns (Feb 2026)

Satisfi Labs just launched OKR-based AI agent performance tracking. The pattern is clear: treat AI agents like employees with measurable objectives.

Agent OKR examples:

O: Reduce manual customer support workload → KR: Handle 60% of Tier 1 tickets autonomously
O: Accelerate sales pipeline → KR: Qualify 200 inbound leads per month with 85%+ accuracy
O: Improve financial close speed → KR: Automate 80% of invoice matching, reduce close from 10 days to 4

CFR Companion (Conversations, Feedback, Recognition)

OKRs work best with ongoing CFRs — not annual reviews:

Weekly 1:1s: 15 min, focus on blockers and priorities
Monthly feedback: Specific, behavioral, forward-looking
Quarterly recognition: Tied to KR achievement, public where appropriate

Industry OKR Templates

SaaS

O: Achieve product-market fit → KR: 40% of trial users convert to paid within 14 days
O: Scale revenue engine → KR: Grow MRR from $50K to $120K

Professional Services

O: Improve delivery margins → KR: Increase average project margin from 35% to 45%
O: Build repeatable offerings → KR: Launch 3 productized service packages

Healthcare

O: Improve patient outcomes → KR: Reduce average diagnosis-to-treatment time by 30%
O: Ensure compliance → KR: Pass 100% of quarterly HIPAA audits with zero findings

Manufacturing

O: Optimize production efficiency → KR: Increase OEE from 72% to 85%
O: Reduce quality defects → KR: Achieve <0.5% defect rate across all product lines

Fintech

O: Accelerate transaction processing → KR: Reduce settlement time from T+2 to T+0
O: Strengthen risk management → KR: Reduce false positive fraud alerts by 40%

Need industry-specific context for your OKRs? Get deep frameworks for your vertical:

🛒 AfrexAI Context Packs — $47/pack, 10 industries covered
📊 AI Revenue Calculator — Find where AI saves you money
🚀 Agent Setup Wizard — Deploy your first AI agent in minutes
💰 Bundles: Pick 3 for $97 | All 10 for $197 | Everything for $247