Ops OS Skill Scoring — 50 Skills Evaluated
Date: April 10, 2026 Purpose: Select the best skills for the 30-day build-in-public bundle Audience: Practice owners at $100K–$500K who want to get their operational house in order
Evaluation Method
Step 1 — Pass/Fail Gate (Operating Law)
- Win Stack: must hit 3+ of 5 (Insight, Speed, Output, Confidence, Capacity)
- Design Constraints: must pass all 3 (Can't fail, Sustainable, Win fast)
Step 2 — Scoring (only skills that pass the gate)
| Criteria | What it measures |
|---|---|
| Desire | Would they pay for it on the spot? |
| Builds | Produces working infrastructure, not a report? |
| Identity | Makes them feel like they've got their house in order? |
| Brick | Foundational piece that enables other builds? |
| Proof | Can be demonstrated with real results/client story? |
| Series | Good chapter in a 30-day build-in-public series? |
Max score: 30.
Full Results
Skills That Passed the Gate
| Rank | # | Skill | Desire | Builds | Identity | Brick | Proof | Series | Total |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 6 | Onboarding System Builder | 5 | 5 | 5 | 5 | 5 | 5 | 30 |
| 2 | 30 | Quarterly Planning System | 5 | 5 | 5 | 5 | 5 | 5 | 30 |
| 3 | 2 | Weekly Ops Dashboard | 4 | 5 | 5 | 5 | 5 | 5 | 29 |
| 4 | 4 | Team Handoff Builder | 5 | 5 | 5 | 5 | 5 | 4 | 29 |
| 5 | 24 | Client Health Monitor | 5 | 5 | 5 | 4 | 5 | 5 | 29 |
| 6 | 34 | Cash Flow Visibility Builder | 5 | 5 | 5 | 4 | 5 | 5 | 29 |
| 7 | 36 | Practice Operating Rhythm | 5 | 5 | 5 | 5 | 4 | 5 | 29 |
| 8 | 11 | Capacity Planner | 5 | 4 | 5 | 5 | 5 | 4 | 28 |
| 9 | 18 | Client Renewal System | 5 | 5 | 4 | 4 | 5 | 5 | 28 |
| 10 | 19 | Practice Scorecard | 4 | 5 | 5 | 5 | 4 | 5 | 28 |
| 11 | 35 | Role Clarity Document | 4 | 5 | 5 | 5 | 4 | 5 | 28 |
| 12 | 39 | Client Expectation Setter | 4 | 5 | 5 | 4 | 5 | 5 | 28 |
| 13 | 40 | Pricing Calculator | 5 | 4 | 4 | 5 | 5 | 5 | 28 |
| 14 | 48 | Weekly Cash Collection Tracker | 5 | 5 | 4 | 4 | 5 | 5 | 28 |
| 15 | 3 | Client Communication Cadence | 4 | 5 | 4 | 4 | 5 | 5 | 27 |
| 16 | 14 | Emergency Coverage Plan | 4 | 5 | 5 | 4 | 4 | 5 | 27 |
| 17 | 15 | Fee Review System | 5 | 4 | 4 | 4 | 5 | 5 | 27 |
| 18 | 27 | Decision Rights Matrix | 4 | 5 | 5 | 5 | 4 | 4 | 27 |
| 19 | 32 | Service Delivery Checklist Builder | 4 | 5 | 5 | 5 | 4 | 4 | 27 |
| 20 | 41 | Team Capacity Dashboard | 4 | 5 | 5 | 5 | 4 | 4 | 27 |
| 21 | 44 | Scope Creep Detector | 5 | 4 | 4 | 4 | 5 | 5 | 27 |
| 22 | 7 | New Hire Onboarding Kit | 4 | 5 | 5 | 4 | 4 | 4 | 26 |
| 23 | 9 | Recurring Task Automator | 4 | 4 | 4 | 5 | 4 | 5 | 26 |
| 24 | 25 | Bottleneck Finder | 4 | 4 | 4 | 5 | 4 | 5 | 26 |
| 25 | 47 | Client Results Tracker | 4 | 5 | 4 | 4 | 5 | 4 | 26 |
| 26 | 10 | Client Offboarding System | 3 | 5 | 5 | 3 | 4 | 5 | 25 |
| 27 | 22 | Resource Allocation Matrix | 4 | 4 | 5 | 4 | 4 | 4 | 25 |
| 28 | 28 | Delegation Tracker | 4 | 4 | 5 | 3 | 4 | 5 | 25 |
| 29 | 37 | Contractor Onboarding Kit | 4 | 5 | 4 | 4 | 4 | 4 | 25 |
| 30 | 21 | Internal Knowledge Base Starter | 3 | 5 | 5 | 4 | 3 | 4 | 24 |
| 31 | 20 | Workflow Mapper | 3 | 4 | 4 | 5 | 3 | 4 | 23 |
| 32 | 33 | Internal Reporting System | 3 | 5 | 4 | 4 | 3 | 4 | 23 |
| 33 | 46 | Standard Response Library | 3 | 5 | 3 | 3 | 3 | 4 | 21 |
Rescored: Tool Stack Audit v2
Original Tool Stack Audit failed the gate (audit = report, not infrastructure). v2 reframes the output: the audit conversation is the intake, but the output is 3 automation specs with Claude prompts to build each one. The skill teaches them to use AI to solve operational problems — not just this once, but the pattern for any future friction point.
Gate re-evaluation:
- Win Stack: Insight (find overlap they didn't see) + Speed (automations replace manual work) + Output (3 buildable specs with prompts) + Confidence (they know the pattern now) + Capacity (no hire needed) = 5/5 PASS
- Design Constraints: Can't fail (follow prompts, get automations) + Sustainable (run quarterly as tools evolve, reuse the pattern on any new friction) + Win fast (first run produces specs they build today) = 3/3 PASS
Scoring:
| Criteria | Score | Rationale |
|---|---|---|
| Desire | 5 | Save money AND learn to use AI to build — they'd pay for this |
| Builds | 5 | Produces automation specs with Claude prompts — working infrastructure |
| Identity | 5 | "I use AI to build my operations" — the Practice Builders identity |
| Brick | 5 | Teaches the build-with-AI pattern that every other skill reinforces |
| Proof | 5 | Kathryn did this April 8 — real story, real $1,200/year, real automations |
| Series | 5 | Day 1 of build-in-public — the origin chapter |
| Total | 30 |
Tool Stack Audit v2 ties for #1. Three perfect 30s now: Onboarding System Builder, Quarterly Planning System, Tool Stack Audit v2.
Skills That Failed the Gate
| # | Skill | Reason |
|---|---|---|
| 1 | Tool Stack Audit (v1) | Audit = report, not infrastructure; win is slow/unclear. Rescored as v2 above — PASS (30/30). |
| 5 | Meeting Prep Brief | Low desire; solves minor pain; won't pay on the spot |
| 8 | Project Tracker | Commodity tool; no differentiation; they already have one they ignore |
| 12 | SOP Builder | Too generic; it's a feature of #4 (Team Handoff Builder), not standalone |
| 13 | Vendor/Contractor Brief Generator | Situational; low frequency; won't pay on the spot |
| 16 | Team Meeting Agenda Builder | Too small; feature not a skill; can't sustain a build |
| 17 | End of Month Ops Review | Report, not infrastructure; one-time output not a system |
| 23 | Daily Shutdown Checklist Builder | Low Win Stack (hits only Speed); productivity blog post |
| 26 | Process Timing Audit | One-time diagnostic, not a system; output is a report |
| 29 | Client Folder Template Builder | Too small; hits only Speed; file organization tip |
| 31 | Communication Templates Library | Can't Fail is shaky — voice matching is hard; output feels generic |
| 38 | After Action Review Builder | Doesn't win fast; requires completed projects; low urgency |
| 42 | Practice Continuity Plan | Not sustainable; one-time build; low daily urgency |
| 43 | Meeting Notes to Action Items | Commodity; too close to existing AI tools; can't differentiate |
| 45 | Practice Audit Prep Kit | Doesn't win fast; value only at audit time; seasonal |
| 49 | Compliance and Renewal Calendar | Can't Fail is shaky; missed renewal = liability risk |
| 50 | Partnership Evaluation Framework | Doesn't win fast; situational not structural |
Top 15 Ranked
| Rank | Skill | Total | Key Strength |
|---|---|---|---|
| 1 | Onboarding System Builder | 30 | Perfect score — every owner wants this, highest desire + brick |
| 2 | Quarterly Planning System | 30 | Perfect score — the backbone everything else hangs on |
| 3 | Weekly Ops Dashboard | 29 | The command center — highest identity + brick signal |
| 4 | Team Handoff Builder | 29 | Directly solves "I can't delegate" — the #1 bottleneck |
| 5 | Client Health Monitor | 29 | Revenue protection — the "at risk" column alone sells it |
| 6 | Cash Flow Visibility Builder | 29 | Cash anxiety is the silent killer at $100K-$500K |
| 7 | Practice Operating Rhythm | 29 | The cadence that holds everything together |
| 8 | Capacity Planner | 28 | Answers "can I take on another client?" with data |
| 9 | Client Renewal System | 28 | Direct revenue impact, 60-day trigger makes it a system |
| 10 | Practice Scorecard | 28 | The measurement layer — ties everything together |
| 11 | Role Clarity Document | 28 | Stops "check with me on everything" — high brick |
| 12 | Client Expectation Setter | 28 | Prevents scope creep before it starts |
| 13 | Pricing Calculator | 28 | Direct money impact — fees up 128% is the proof |
| 14 | Weekly Cash Collection Tracker | 28 | Stops revenue leaking through late payments |
| 15 | Client Communication Cadence | 27 | Prevents client relationships from going cold |
Note on Tool Stack Audit
The Tool Stack Audit failed the gate (audit = report, not infrastructure). It's still the Day 1 giveaway for the 30-day series because it's tied to a real story from April 8 and has a built skill file ready to ship. But the bundle should be built from skills that scored higher and produce working infrastructure.
Next Step
Select 5-6 skills from the top 15 for the bundle. Evaluate which ones work together as bricks — where the output of one feeds or enables another.