# NVlabs/SoL-Pi > An extension for Pi that cuts token usage and redundant turns of coding agents via four mechanisms: action fusion, observation packing, log reduction, and context compaction. - Magnitude: 1.2 out of 10 — Cooling - Stars: 3,433 total · Not enough measurements today - Star trust: star growth looks organic - Category: AI agents · Language: TypeScript · License: MIT · Created: 2026-09-02 · Last push: 2026-10-11 - GitHub: https://github.com/NVlabs/SoL-Pi · Homepage: https://nvlabs.github.io/SoL-Pi/ · Page: https://gitnova.dev/en/r/NVlabs/SoL-Pi ## Useful for - Enable actionFusion so validation runs in the same tool call as the file edit - Configure ObservationPack to keep large tool results as handles with paged recall - Reduce long diagnostic logs into compact receipts via the Evidence-Preserving Reducer ## Why it’s here - There are not enough fresh counter measurements for today's UTC day. The gain is unknown. - The repository is 40 days old and already has 3,433 stars. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 273 - Issues and pull requests: 104 - Watchers: 9 - Average over the last week: 14 per day - Usual pace: 61 per day ## Stars per day, last 30 days (oldest → newest, today is partial) 2026-09-30 … 2026-10-29: 14, 29, 22, 19, 37, 20, 14, 17, 26, 15, 15, 7, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None ## Magnitude by day, last 14 days 09-29 2.2, 09-30 2.0, 10-01 1.8, 10-02 2.0, 10-03 1.9, 10-04 1.9, 10-05 2.1, 10-06 1.9, 10-07 1.7, 10-08 1.8, 10-09 2.0, 10-10 1.7, 10-11 1.6, 10-12 1.2 --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-12 00:23 UTC, updated every 30 minutes.