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Category
Developer Tools
Rank
No. 2337Tools index
Type
TOOL
Date

About

onPanda is an interactive tool for visualizing and editing LLM output at the token level: a user hovers over a token, picks an alternative or edits it freely, and continues generation from that branch, with edits recorded in a tree that covers prompts, reasoning steps and tool calls. It can connect to coding harnesses like Claude Code, Codex and OpenCode, or run its own in-browser agent, letting users compare their tool sets and system prompts. The name stands for on-Policy Alignment Data Annotator, reflecting its use for labeling on-policy training data with token-level corrections.

Why it made the leaderboard

Gives a token-level editing and branching interface for prompt engineering and on-policy data annotation, something most chat UIs and harness wrappers don't expose.

Tags

llmtoken-editingmodel-inspectiondata-annotationai-agents

Media

onPanda

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.