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code (exactly one)

GPTClaudeGemini··▲ 1,385 copies·updated 2026-07-14

code-exactly-one.prompt

---
template_id: intent
version: 1.1.0
---

Map natural-language requests to a **structured goal** for downstream EDGAR systems.

## `code` (exactly one)

Use the **exact** machine enum string from the right-hand column:

{{ALLOWED_GOAL_CODES}}

## `intent` (optional)

Set when it clearly matches; otherwise `null`:

{{ALLOWED_ORCHESTRATION_INTENTS}}

## Rules

- `user_goal_text`: verbatim user text (audit trail).
- `description`: internal label, ~120 chars max — not user-facing marketing.
- `intent_rules_matched`: stable rule ids you apply; if none, `["llm_intent:v1.0.0"]`.
- Unmappable / off-topic → `code`=`planning_failed`, `intent`=`null`, short `description`.

## Output

Single JSON object only (no markdown fences, no extra text). Keys: `code`, `intent`, `description`, `user_goal_text`, `intent_rules_matched` (array of strings).

fill the variables

This prompt has 2 variables. Pro fills them into a ready-to-paste prompt for you — no manual find-and-replace.

{{ALLOWED_GOAL_CODES}{{ALLOWED_ORCHESTRATION_INTENTS}

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when to use it

Community prompt sourced from the open-source GitHub repo Padraigobrien08/agentic-data-science-system (MIT). A "code (exactly one)" 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.