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OSS2026-08-20 · source-backed
The argument is that agent discovery answers which agents exist but not who should work with whom once execution has begun. It evaluates three routes in one auditable objective: SELF when existing capability and context suffice, COLLABORATE when a small complementary team covers missing requirements, and HANDOFF when specialist advantage exceeds context-transfer loss. MIT, Python 3.10+, research preview, 677 stars in two days. (GitHub) "Specialist advantage exceeds context-transfer loss" is the right way to frame the handoff decision and I haven't seen it stated that cleanly before.
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virgiliojr94/book-to-skill leads GitHub weekly Python trending for 16,749 total (1,781 forks, MIT, created May 1). It converts a technical book PDF into a Claude Code skill directory agents reference while working. Nobody in the repo addresses the copyright surface of bulk-con...
Three separate Anthropic changes over about two weeks point the same direction, and none of them announced themselves as a strategy. Claude Code 2.1.238 added claude self-hosted-runner --defer-shutdown-max-min, which keeps serving attached sessions on SIGTERM, parks whatever's...
Triple-stream retrieval (BM25 keyword, vector embeddings, knowledge-graph traversal) fused via Reciprocal Rank Fusion on the iii engine, with SQLite for state and an in-memory vector index, no external database. The economic claim: ~170K tokens/year (~$10) versus ~650K tokens...
ShawnPana/phone-harness (created August 7, MIT, Python, 170 forks) lets an agent drive a real device (GitHub). Star velocity is roughly 200 per day, well above the 50/day threshold that usually precedes press coverage. It arrives alongside browser-use at 109,380 stars as the s...
Three passes: scrape the Amazon notebook DOM, read exact character positions from the Mac Kindle app's SQLite store to locate fully hidden highlights, then capture Cloud Reader pages to canvas for local OCR through Apple Vision to reconstruct text truncated at those known posi...
- Source: GitHub (ykdojo/claude-code-tips) The most comprehensive single resource for power-user tips. Highlights: (1) proactive context compaction via HANDOFF.md documents; (2) Gemini CLI as fallback when WebFetch fails on blocked sites; (3) skills vs. CLAUDE.md optimization...
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