chore(main): release 0.36.0

[appsprout-release-please]

🤖 I have created a release beep boop

0.36.0 (2026-04-18)

Features

• abstraction: archive escape hatch for chronically-demoted abstractions (18ec2c5)
• abstraction: archive escape hatch for chronically-demoted abstractions (45b61a9)
• abstraction: gate synthesis on substrate-change fingerprint (2b92ead)
• abstraction: gate synthesis on substrate-change fingerprint (209020b)
• abstraction: streak-based archive supersedes age-based decay exit (917edb3)
• abstraction: streak-based archive supersedes age-based decay exit (083d0c1)
• add Gemma 4 E2B spoke inference server (6a3c409)
• consolidation: resurrect archived patterns on re-emergence (24c9943)
• consolidation: resurrect archived patterns on re-emergence (0c27890)
• continuous learning Phase B — curriculum generation (#391) (e5a5d59)
• continuous learning Phase C — training trigger & orchestration (#391) (5bb0094)
• continuous learning Phases B+C — curriculum generation & training trigger (#391) (28860cf)
• dreaming: INFO logs for four silent-drop gates (865a71d)
• dreaming: INFO logs for four silent-drop gates (c9f40bd)
• dreaming: rotate replay sample via recent-ID ring buffer (1a97250)
• dreaming: rotate replay sample via recent-ID ring buffer (b8ae0a7)
• enable continuous learning by default (#391) (ac2bf1b)
• Gemma 4 E2B spoke training — 25/25 schema compliance (ab6ba40)
• SetSpokeTensorF32 — push F32 weights with auto-quantization to native type (780808f)
• SPLICE API for CRISPR-LM (edit/status/tensor/complete) + Gemma 4 template fix (c77f749)
• SPLICE API for CRISPR-LM + Gemma 4 chat template fix (79289a6)
• training data assembly for continuous learning (#391) (99d3c28)

Bug Fixes

• abstraction: bump MaxTokens 200 -> 500 for principle/axiom synthesis (252d14c)
• abstraction: bump MaxTokens 200→500 for principle/axiom synthesis (ef0ffd4)
• abstraction: concept-overlap gate on findSimilarAbstraction (604bf33)
• abstraction: concept-overlap gate on findSimilarAbstraction (cbabbbd)
• abstraction: lower MinStrength default 0.7 → 0.5 to unblock principle synthesis (d89fa4a)
• abstraction: lower MinStrength default 0.7 → 0.5 to unblock principle synthesis (98a8408)
• add GBNF grammar for episode synthesis (588f802)
• add GBNF grammar for episode synthesis to fix "Untitled session" failures (151296c)
• address all PR #397 review items from Caleb (e52ee2a)
• agents: axiom grounding, pattern dedup, forum transition reporting (1b7ba03)
• agents: axiom grounding, pattern dedup, forum transition reporting (0cff8b5)
• consolidation: bound salience with a 1.0 ceiling in decay (d80e297)
• consolidation: bound salience with a 1.0 ceiling in decay (daff51e)
• consolidation: break pattern-dedup super-attractor via concept-overlap gate (c1a3a39)
• consolidation: break pattern-dedup super-attractor via concept-overlap gate (d50c860)
• consolidation: concept-overlap gate on second-stage dedup (3372dc9)
• consolidation: concept-overlap gate on second-stage dedup (f9135fd)
• consolidation: sample large clusters + raise MaxTokens for identifyPattern (cfae847)
• consolidation: sample large clusters + raise MaxTokens for identifyPattern (cbb5434)
• correct bool array type in Gemma GGUF export + update EXP-30 verdict (45515b2)
• curriculum_runs stored time.Time.String() output, unparseable on read (1266e46)
• curriculum_runs stored time.Time.String() output, unparseable on read (f1eec70)
• Gemma 4 spoke training produces garbage due to use_cache=False (b1eaa8e)
• llm: drop misleading "busy" prefix on embedded provider cancel (48b3b19)
• llm: drop misleading "busy" prefix on embedded provider cancel (450c886)
• move advisory board personas from local memory to .claude/skills/ (2dd06b0), closes #398
• move advisory board personas into repo (5c4e5bb)
• prevent MCP processes from loading GPU models into VRAM (8bd86a8)
• prevent MCP processes from loading GPU models into VRAM (a575622)
• store: age-bound training breaker so stale failures expire (0198153)
• store: age-bound training circuit breaker so stale failures expire (6e76dc2)
• Task Scheduler is logon-only, manual start uses PID-file daemon (07a605f)
• training crash loop safety + episode synthesis quality (f0a8a95)
• training crash loop safety + episode synthesis quality (#391) (75dc713)
• type-filtered recall surfaces recent memories first (86673ea)
• type-filtered recall surfaces recent memories first (#394) (5af04de)
• use gemma-4-E2B-it (not base) in stress test, add EXP-31 results (845c9cb)
• Windows daemon survives reboots, add dashboard update button (b73424f)
• Windows daemon survives reboots, add dashboard update button (356c570)

Performance Improvements

• BetaQ all-RQ4 101 tok/s, embedded Gemma 4 deployment (578313a)

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[appsprout-release-please]

🤖 Created releases:

• v0.36.0

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