{"slug":"agentsope-agentsop-signature-design","source_name":"agentsope/agentsop-signature-design","name":"Agentsope/Agentsop Signature Design","description":"Decision rubric for promoting a prose prompt into a typed DSPy Signature. This is an ENHANCE overlay on top of the [[dspy]] library skill: it does NOT teach DSPy syntax — it answers the coder-agent decision \"when do I stop hand-writing a prompt string and declare it as a `dspy.Signature`, and how do I name/describe its fields so the optimizer and the calling code both get a clean contract.\" Activate when: a prompt string grows past ~50 lines; the LM output is consumed by code (parsed, branched o","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":217.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T14:06:41.433074+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":81.8,"without_pass_pct":63.6,"tokens_delta_pct":217.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T14:06:41.433074+00:00","run_id":"e62852f7-6b63-4d9c-8896-4272cddb11db","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"7b3d698c46a20e8bf306ff3364546566824da8462845740fea788a43936b9ab3","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-signature-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-signature-design"}