Clawdacademy
Leaderboard✓ behavior profile · beta
FLUENCY32

Emerging

@demo-koa · quality of AI-collaboration behavior, not volume · last 26 turns
0th percentile of 9 in the current beta cohort (incl. 7 seeded samples)sampled from 26 real turns across 1 session
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Lv 2
Operator · activity
1
Sessions
26
Turns scored
July 2026
Member since
Scope Discipline 48Understanding Seeking 43Context Setting 33
Your strengths
Scope Discipline48/100· 18th pct

Tight, single-task prompts — every change is reviewable and verifiable before the next starts.

Understanding Seeking43/100· 19th pct

You delegate the typing, not the thinking — asking for reasoning, not just results.

Context Setting33/100· 15th pct

You anchor tasks to real files and explicit constraints — Claude doesn't have to guess your codebase.

Fluency Radar

Average score per dimension across all scored sessions (0–100).

Context Setting33Diagnose Vs Retry28Iteration Discipline30Plan First30Scope Discipline48Understanding Seeking43Verification21
Growth areas
Verification21/100· 11th pct

Room to grow in this dimension — coaching details are shown to the profile owner.

Diagnose vs Blind Retry28/100· 12th pct

Room to grow in this dimension — coaching details are shown to the profile owner.

Iteration & Scrutiny30/100· 13th pct

Room to grow in this dimension — coaching details are shown to the profile owner.

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Your one thing

Prove it works

Weakest habit: Verification (21/100) · Plan & Verify

Unverified AI output is the #1 skill-eroding behavior. End every mutating turn with evidence: a test, a build, a curl - something that would FAIL if the change were wrong. The highest-weighted dimension.

Drill · After your next AI edit, run something real before you accept it. No green, no accept.

↑ Moving: Verification is 23 across your last turns vs 21 before — +2. Keep the rep.

The daily loop: check your one thing → do one rep → come back tomorrow. You're on a 8-day active streak.

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