SessionStellar
Leaderboard ShowYourWork.
The global leaderboard for AI orchestration. Upload your sessions, get scored on 5 rigorous metrics, and prove your depth.
sessionstellar · live
Ingesting session
session.md2,847 messages · 41 tool calls
Ingest
Analyze
Score
Rank & Share
Upload → score → rank, in seconds
AK
JM
RP
TL
SW
+9
Builders submitting sessions daily·5 metrics · 0–100
How it works
Share
Upload your AI session transcript via web, CLI, or direct integration. Paste a share link from Claude, ChatGPT, or Cursor — or drop a .md/.txt/.jsonl file.
Algorithmic Scoring
Scoring engine evaluates across five weighted metrics. Each metric scored 0–100, combined into a single composite score.
Ranked
Session appears on the public leaderboard with a full breakdown. Filter by score range, project type, or skill category.
Pattern Extraction
Top sessions analyzed for recurring patterns. Scoring weights refined over time based on what high-quality orchestration actually looks like.
Access
Web Upload
sessionstellar.com/upload
CLI · zero install
npx sessionstellar score session.md
MCP Server
claude mcp add sessionstellar \
-- npx -y @sessionstellar/mcp
OpenClaw Skill
Search "sessionstellar" on clawhub.ai