Author skills as routing rules: lean SKILL.md, detail in companion files, one job each.

Shared entities / Shared topic / What happened next

Progressive disclosure in skills: one level, and stop

Both cover Keep, SKILL; overlapping topics (file, routing, skill); picks up the Keep thread on 2026-07-24.

Shared entities / Shared topic / Earlier coverage / Tension

10 actionable skills from today's findings:

Both cover Keep, Skill; overlapping topics (each, skill); earlier Keep coverage from 2026-03-22.

Shared entities / Shared topic / What happened next

Matt Pocock's skills collection hit v1.0 with a 63% token-cost cut from progressive disclosure.

Both cover Keep, SKILL; overlapping topics (description, skill); picks up the Keep thread on 2026-06-20.

Shared entity: Developers Digest / Same source / Earlier coverage

Claude Code skills can now reflect on a session and self-update with confidence levels.

Both cover Developers Digest; cite the same source (Developers Digest); earlier Developers Digest coverage from 2026-06-15.

Shared entity: Skill / Shared topic / What happened next / Downstream implication

Score every skill edit by rolling the task back and re-running it.

Both cover Skill; overlapping topics (each, skill); picks up the Skill thread on 2026-08-09.

Shared entity: Skill / Shared topic / What happened next / Tension

Deep agentic search loses to a plain vector index on repo code QA. 46.2% vs 65.2%, at double the cost

Both cover Skill; overlapping topics (failure, skill); picks up the Skill thread on 2026-08-06.

Skill Self-Play: Qwen uses agent skills as the middle ground between verifiable environments and open-ended generation.

Both cover Skill; overlapping topics (each, skill); picks up the Skill thread on 2026-07-28.

Shared entity: SKILL / Shared topic / What happened next

Budget a picture at ~1,000 tokens, and cite Anthropic's own skill file when someone argues.

Both cover SKILL; overlapping topics (each, file, skill); picks up the SKILL thread on 2026-08-10.