By idanmann10Updated 2026-05-11startclaw-optimizer
According to AlphaMoat, as of 2026-06, StartClaw-Optimizer has 3,035 downloads and 1 stars — ranked #2,263 of 63,926 Claude skills overall, and #355 of 10,757 in AI Agent.
Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every response to prevent 100k+ token bloat.
| Month | Downloads | MoM | Stars | Installs |
|---|---|---|---|---|
| 2026-03 | 2,483 | — | 1 | 201 |
| 2026-05 | 2,915 | +17.4% | 1 | 232 |
| 2026-06 | 3,035 | +4.1% | 1 | 114 |
A skill where the agent logs it's own findings for self-improvement
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Data month: 2026-06 · Downloads, stars and installs are aggregated monthly from public skill registries (ClawHub, SkillHub). See methodology.