agentic-sop-to-work
Loop Engineering — make an agent's loop produce verifiable progress, stay honest, and stay bounded, by deterministic mechanism rather than vibes.

Loop Engineering — make an agent's loop produce verifiable progress, stay honest, and stay bounded, by deterministic mechanism rather than vibes.
Use as a terminal node that emits accepted@1 only when an upstream verdict@1 says pass, and fails loudly on a rejected draft…
Use when turning a human SOP or manual process into an agentic workflow, building or adding an agent tool, or starting a new…
Use when reviewing or auditing an existing agent / LLM-pipeline architecture — e.g. 'is my workflow actually decomposed or…
Use when checking a record / dataset / GMP document for ALCOA+ data integrity — attribution, contemporaneity (backdating),…
Use to compute summary statistics (count/sum/mean/min/max) from a readings artifact, preserving the upstream source trace. Single…
Use to extract numeric readings (key: value lines) from a plain-text input into a structured readings artifact with…
Lint a record / dataset / kit run for ALCOA+ data integrity (attribution, contemporaneity, completeness, accuracy, consistency).…
Lint a Claude Code plugin / marketplace against house invariants, or scaffold a new grammar-conformant plugin skeleton.
Get an independent adversarial SECOND OPINION on a finished DRAFT — check its claims against its evidence (no fabrication, no…
Run the agentic-sop-kit workflow (extract→compute→report, or a declared topology) and report the DRAFT result. Works…
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