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SquachWatch 是一款用於 Cheap Yellow Display 的軟體，將偵測 Flock 攝影機、追蹤器、Meta 眼鏡等功能遊戲化，還有更多！
AI 翻譯
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一分鐘完成驗證Code-enforced capabilities for local AI agents — wallets, servers, payments inside walls the model can't override. scutbench grades which models can use them safely.
翻譯準備中
取自儲存庫 README
正在載入完整 README。 以下為已儲存的摘錄。
Real-world skills. Hard limits.
scutl packages real-world capabilities for local AI agents — wallets,
servers, paid services, monitoring, backups — as code-enforced
recipes: the spending caps, allowlists, and teardown guarantees are
enforced by the installed CLI before any API call leaves the box,
not by prompt text the model can talk its way around.檢視完整 README ↗Real-world skills. Hard limits.
scutl packages real-world capabilities for local AI agents — wallets, servers, paid services, monitoring, backups — as code-enforced recipes: the spending caps, allowlists, and teardown guarantees are enforced by the installed CLI before any API call leaves the box, not by prompt text the model can talk its way around.
scutbench is the evidence layer: which local models can actually use those capabilities safely, graded on real tool-calling against mock providers that lie, time out, and try the tricks real counterparties try — before money, infrastructure, or identity is at risk.
ADAPT.md and it installs itselfgit clone https://github.com/murdarch/scutl
cd scutl
./tools/first-proof.sh http://localhost:8080 # your local OpenAI-compatible server
20 mocked scenarios, no model spend, no accounts — proves your harness + model can drive a recipe's tools before anything real is attached.
Each recipe is a molecule, and every part is in this repo:
| Part | What it is |
|---|---|
recipes/<id>/recipe.yaml | The manifest: decision tree, code-enforced walls, provider contracts, acceptance tests. The manifest is the recipe page on scutl.org. |
recipes/<id>/<cli>/ | The typed CLI component that enforces the walls (exit-code taxonomy is the protocol) |
recipes/<id>/ADAPT.md | Agent-facing installer, proven by fresh-agent acceptance runs (the pattern) |
scutbench/ | The mocked-twin benchmark deriving scenarios from each manifest's failure modes |
ladder/ | The live-rail run harness and receipts behind every Shipped badge |
site/ | The static site generator — pages render from manifests, so the site cannot drift from the recipes |
Recipes are grouped by exposure, and the intended path is to climb: disposable/testnet first, then read-only, then act-with-approval, then hard-capped unattended action, and only then real money and persistent infrastructure. Every claim on the site links its evidence: graded reports, on-chain transactions, signed checksums.
The site never claims more than the artifacts support: a shipped recipe without an installer says so, cells without a pinned environment record wear a visible partial-provenance marker, and the held-out benchmark rounds that keep the public numbers honest stay private.