Tier 1 · Karpathy

Lu Lo

scoreflow.dev/u/lulunac27

Level 1 KarpathyNeural nets from scratch, Tesla Autopilot, YouTube legend

Level1
10 XP total22 to level 2

Streak · Activity

Current streak

1d

Longest streak

1d

Days on Scoreflow

16

Unlocks

1/23

Skill tree

11 tracks. Daily XP splits across them based on what tools you actually used.

AgentsLv 1

0 XPnot started

Use Task / Agent / SubAgent tools to dispatch work to specialized agents.

File CraftLv 1

0 XPnot started

Edit, Write, MultiEdit, NotebookEdit with reversible, scoped diffs.

ResearchLv 1

0 XPnot started

Grep, Glob, Read, WebSearch, WebFetch — looking something up before acting.

AutomationLv 1

0 XPnot started

Bash, Shell, BashOutput — turning a manual loop into a one-liner.

Project ManagementLv 1

0 XPnot started

TodoWrite / TaskCreate / TaskUpdate / TaskList — tracking work across a session.

TeachingLv 1

0 XPnot started

Author a craftable (skill, rule, MCP, prompt) that teammates adopt.

WritingLv 1

0 XPnot started

Long prompts (≥200 chars avg) — asking Claude to draft substantial prose.

AnalysisLv 1

0 XPnot started

Use Plan Mode, ExitPlanMode gates — thinking before editing.

SynthesisLv 1

0 XPnot started

Sessions that span ≥3 tool categories — pulling together multiple systems.

ConversationLv 1

0 XPnot started

Prompts without tool calls — pure dialogue / rubber-ducking / planning chat.

CreativityLv 1

0 XPnot started

First-time use of a (tool × modality) pair you've never tried before.

Achievement wall · 1/23

Locked ones show a hint of what unlocks them.

First Session

Milestone

???

Seven consecutive days of AI activity.

???

Thirty consecutive days of AI activity.

???

365 total days of AI activity.

???

One hundred consecutive days.

???

bronze

Cache hit ratio ≥ 30% over 28 days.

???

silver

Cache hit ratio ≥ 40% over 28 days.

???

gold

Cache hit ratio ≥ 50% over 28 days.

???

Plan Mode ratio ≥ 30% over 28 days.

???

silver

Used 10+ distinct AI tools within a 30-day window.

???

30-day durability ≥ 90% on any AI-merged PR.

???

CLAUDE.md / rules file freshness ≤ 14 days for 28 consecutive days.

???

4+ distinct AI tools in a single week.

???

4+ distinct programming languages detected in AI-attributed commits.

???

Used autocomplete + chat + agent modalities in the same week.

???

Authored your first craftable.

???

bronze

A craftable you authored used by ≥ 3 teammates.

???

silver

A craftable used by ≥ 10 teammates.

???

gold

A craftable used by ≥ 25 teammates.

???

Appeared in 5+ teammates' "whose artifacts helped me" surveys (Phase 2).

???

50%+ of prompts between 23:00 and 03:00 local time.

???

50%+ of prompts between 05:00 and 08:00 local time.

???

30%+ of activity on Saturdays/Sundays.

Share on XShare on LinkedInCopy link

Joined Scoreflow 2026. Want your own? Get started

Level 1 Level 1 Karpathy · Lu Lo · Scoreflow