Clawdacademy
Leaderboard✓ behavior profile · beta
FLUENCY75

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@demo-atlas · quality of AI-collaboration behavior, not volume · last 26 turns
75th percentile of 9 in the current beta cohort (incl. 7 seeded samples)sampled from 26 real turns across 4 sessions
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Lv 3
Collaborator · activity
4
Sessions
26
Turns scored
July 2026
Member since
Context Setting 82Scope Discipline 81Iteration Discipline 75
Your strengths
Context Setting82/100· 78th pct

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

Scope Discipline81/100· 77th pct

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

Iteration & Scrutiny75/100· 64th pct

You engage with output — refine it, challenge it, or name an edge case — instead of rubber-stamping.

Fluency Radar

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

Context Setting82Diagnose Vs Retry73Iteration Discipline75Plan First73Scope Discipline81Understanding Seeking68Verification74
Growth areas
Understanding Seeking68/100· 59th pct

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

Diagnose vs Blind Retry73/100· 55th pct

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

Plan Before Build73/100· 57th pct

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

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Your one thing

Seek understanding

Weakest habit: Understanding Seeking (68/100) · Understand & Own

The whole point: come out smarter, not more dependent. Interrogate a decision that matters - 'why this over X?' Genuine curiosity about tradeoffs compounds into judgment. Pure delegation rents skill you never own.

Drill · On your next meaningful decision, ask the model to defend it against one alternative. Engage the answer.

→ Holding: Understanding Seeking is 68 across your last turns vs 68 before. This is the one to push on.

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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