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Summary
In offline EAGLE-3 training, the teacher distribution is built by materializing the full-vocabulary target logits and
casting them to fp32. In specforge/core/eagle3.py::_compute_target_p, target_head ...
Context
The Fleet Manager repo-provisioning chain (deriveAgentRepoPath → inspectAgentRepo → provisionAgentRepo →
ensureAgentRepo, #13145 / #13148 / #13155 / #13162) is unit-tested via the injectable cloneRepo ...
ai
enhancement
testing
バグ報告
発生環境
- OS: macOS (darwin)
- ツール: Zed 1.6.3 (Agent パネル, openai_compatible プロバイダー)
- 対象: Sakura AI (api.ai.sakura.ad.jp)
事象
Zed の Agent パネルで Sakura AI を使うと Invalid API Key が表示される。 Zed ログ: ...
What
Extend the ClawHub watcher (#20) to also track download counts per skill/plugin, so the portfolio cards (#64) can show
downloads — not just version.
How
- Switch the watcher from og:image HTML ...
The AI sidecar (tools/ai_sidecar/server.py) is a pure WebSocket server with no health or metrics surface. Add /health
(instant JSON) + /metrics (Prometheus text) served over the existing websockets process_request ...
Bug Description
STT._recognize_impl accepts a per-call language parameter but mutates self._language when it is provided, permanently
changing the instance s language for all future calls:
async def ...
enhancement
The v1.6.0 release exposed two release-pipeline bugs (1.6.0 published to PyPI only after a manual recovery — tag +
Release cut by hand).
1. Overwriting the release-please bot PR body blocks tagging
The ...
area:devops
Motivation
GitHub login appeared unresponsive when no OAuth Client ID was configured. The local account panel is not needed yet and
should be archived from the visible UI.
Scope
- Hide/archive the ...
Problem
markdown_kb.app.indexer.tokenize emits junk tokens that create spurious BM25 hits, letting clearly out-of-scope queries
clear the Cannot Confirm threshold and get answered. Surfaced by the negative-case ...
ready-for-agent

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