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HACS has the option to download a specific version or release. img width= 559 height= 329 alt= Image src= https://github.com/user-attachments/assets/586e3f8d-6cea-48d8-b1d6-d6370bbbc6c7 / img width= ...

Same technique as the /design sibling, applied to skills/implement/SKILL.md (784 lines): line-level Strunk White prose density of the always-loaded body, not relocation. Hard guards (must hold) - Preserve ...

Reduce the always-loaded line/token count of skills/design/SKILL.md (790 lines) by line-level prose compression, not relocation. Rounds V–VIII already mined relocation; that well is thinning. This child ...

The main issue is that the message_categorizer function does not properly categorize user messages. Some related messages are being classified as unrelated topics, which should instead be forwarded to ...
invalid

In-place prose density on the three @-imported files that CLAUDE.md pulls into every conversation. Goal Tighten prose in AGENTS.md (113 lines), KARPATHY_CLAUDE.md (65), and BASH_AUTHORING.md (111) — ...

Tighten the Tier-1 autoload that rounds V–VIII never touched: the skill description: fields render into the skill registry every conversation, regardless of which skill runs. Goal - Compress the 28 ...

Round-IX enabler. Build the measurement + ratchet so the A/B compression children have a trustworthy before/after and the surface cannot silently regrow. Goal - A report (make target and/or python/cli.py ...

Phase 4 (6-12 months): Scale and differentiation. - Design multi-school tenancy and isolation model. - Add real-time updates for grades/announcements/assignments. - Add ecosystem integrations (LMS/video/storage/payments ...

Subcategory Code structure / API hygiene (export discoverability) Score Current 9/10 → target 10/10 Problem src/cvx/linalg/__init__.py re-exports 35 public names via the redundant from .module import ...
code-quality
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