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beacon-memory-distill
Asymptote-Labs/agent-beaconSkill
Turn recorded agent sessions (Beacon traces from Claude Code, Cursor, Codex, OpenCode, and other harnesses) into reviewed, reusable project memory. Scores selected traces, reads the source trace behind each high-signal candidate, drafts a grounded lesson, and approves it only after the user confirms. Use when the user asks to "learn from", "remember", "save the lesson from", or "turn into memory" a recent session, fix, or debugging effort, or asks to review Beacon memory candidates.
Why this score
This repo hosts 10 skills, so its 1,844 stars are split between them (about 184 each) for scoring.
Popularity score: 71/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 21, 2026 at commit e647966cb95f, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onebeacon-memory-distill Asymptote-Labs/agent-beacon · Skill | 71 | ★ 1.8k | ≈127 always | 16d ago |
| distill-skill UniM0cha/self-improving-skills · Skill Both about distill | 54 | ★ 47 | ≈40 always | 2mo ago |
| beacon simota/agent-skills · Skill Both about beacon | 59 | ★ 94 | ≈52 always | 16d ago |
| distill-protocol agenmod/immortal-skill · Skill Both about distill | 53 | ★ 1.1k | ≈18 always | 7mo ago |
| memory-to-skill zilliztech/memsearch · Skill Same job: recruiting & job search | 73 | ★ 2.8k | ≈97 always | 16d ago |
| advai-distill advai-x/advai-skills · Skill Both about distill and reusable | 49 | ★ 78 | ≈54 always | 2mo ago |