Developer Tools / AI/LLM Developer Tooling

MuscleMemory

Open-source procedural memory for coding agents that learns from successful and failed sessions, then reuses that knowledge to reduce repeated work.

Clear25/30
Useful27/30
Specific16/20
Complete16/20
MuscleMemory screenshot

Why it was accepted

The page clearly describes an AI developer tool with a concrete job: capturing coding-agent work, turning successful runs into reusable procedural memory, and surfacing that memory back to agents. The README shows real usage, install commands, supported agent integrations, and benchmark results, which gives enough evidence for a public listing.

Weakness

The snapshot does not show the full project maturity at a glance: there’s no quick demo video, no screenshots of the dashboard, and the benchmark claims are not fully expanded in the visible text.

Review status

9 hours ago #1038 ↓ -6

Last evaluated 9 hours ago. Current rank #1038. Down 6 spots in the rankings.

Score history

84

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