Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay

Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/good-to-go-the-loop-skill-engine-that-hits-99-success-and-slashes-token-usage-by-99-via-one-shot-recording-and-determini

stale

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-15
Score updated: 2026-05-15
Score fresh until: 2026-06-14
References: 0
Source count: 0
Coverage: 0%

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Agent Handoff

Canonical ID good-to-go-the-loop-skill-engine-that-hits-99-success-and-slashes-token-usage-by-99-via-one-shot-recording-and-determini | Route /signal-canvas/good-to-go-the-loop-skill-engine-that-hits-99-success-and-slashes-token-usage-by-99-via-one-shot-recording-and-determini

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/good-to-go-the-loop-skill-engine-that-hits-99-success-and-slashes-token-usage-by-99-via-one-shot-recording-and-determini

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay

PDF: https://arxiv.org/pdf/2605.14237v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-15T20:12:56.418Z

Signal Canvas receipt window

Watch and verify: Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay

/buildability/good-to-go-the-loop-skill-engine-that-hits-99-success-and-slashes-token-usage-by-99-via-one-shot-recording-and-determini

Watchwatch

Subject: Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay

Verdict

Good to Go: The LOOP Skill Engine That Hits 99% Success and Slashes Token Usage by 99% via One-Shot Recording and Deterministic Replay

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