Prompt Spec

GPTClaudeDeepSeek··▲ 1,380 copies·updated 2026-07-14

prompt-spec.prompt

# Prompt Spec: <name>

> One spec per prompt artifact. Update on every iteration; keep history in the log.

## Intent
- **Task**: <one sentence>
- **Consumer**: <human | parser/code | downstream LLM>
- **Success criteria**: <measurable target, e.g., >=95% exact match>
- **Hard constraints**: <length / format / forbidden content>
- **Known failure modes**: <what went wrong before>

## Pattern & params
- **Pattern**: <extraction | classification | generation | transformation | decomposition | agentic | judge>
- **Temperature**: <value>  **top_p**: <value>  **max_tokens**: <value>  **stop**: <seq>
- **Reasoning scaffold**: <none | scratchpad | steps | ReAct>

## Prompt (current version: vX)

when to use it

Community prompt sourced from the open-source GitHub repo JayRHa/AgentSkills (MIT). A "Prompt Spec" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.