v4.4.0 — Memory Organization, Dynamic Project Taxonomy & Warmup Lifecycle

Release v4.4.0 — Memory organization, dynamic project taxonomy, qualitative importance levels, atomic batch classification, and memory warmup verification status badges & unsure feed importance precedence.

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Transparent Release Correction Notice

• Initial Tag & CI Failure: The initial release publication (8f23c5b) contained un-restamped skill metadata (version: "4.3.1" instead of "4.4.0"), which triggered CI test failure in StampedCorpusTest.test_all_36_skills_stamped across both Ubuntu and Windows runners (Run ID 34203911713).
• Tag Movement & Scope of Fix: The v4.4.0 tag was subsequently moved to commit 9a5d9acfe078ddc46961cd7b4caa916a9abe53dd (chore(release): restamp 36 skills to 4.4.0), updating metadata.version across all 36 skills and their canonical mirrors, along with checksum updates in integrity-manifest.json (73 files changed, +108 -108).
• Asset Replacement: The release tarball asset was rebuilt and replaced under the moved tag:
  • File: coding-kit-4.4.0.tar.gz
  • SHA-256: cad5b8c4a89c3c42a7349b3657ba9cbc45600f39fe324e505316ee85978bd8f6
  • Size: 753,173 bytes (515 members rooted under coding-kit-4.4.0/)
  • Action for Early Downloaders: If your archive has previous SHA-256 43d1b8a121b0190c5ef1d960ea901c117b8fc16e737f994dc944c388d7d79c09, please re-download the corrected asset.
• Verification Proof:
  • Remote CI Matrix: GREEN on both Windows and Ubuntu runners (Run ID 34204343975).
  • Local Test Suite: 738 passed, 2 skipped, 87 subtests passed in 82.96s on Windows Python 3.11.16.