task-to-prd

name	task-to-prd
description	Convert a raw task (tracker ticket, email, or text) into a fully characterized PRD. User-facing entry point that dispatches to the task-to-prd babysitter process via /babysitter:call (interactive) or /babysitter:yolo (auto). Stack-agnostic.
author	Yehuda Yungstein

Task to PRD Generator

User-facing entry point for the task → PRD pipeline. The user runs /task-to-prd and this skill dispatches to the companion babysitter process via /babysitter:call (interactive — Five Whys, clarification loop, scope-lock, per-finding gates, final approval) or /babysitter:yolo (non-interactive, auto-approve every gate).

Usage

/task-to-prd <tracker-id | file-path | inline-text>

Examples:

• /task-to-prd JIRA-1234
• /task-to-prd path/to/email.txt
• /task-to-prd "Eden asked to change the donut to show lessons" (inline)

Companion process

• Library path: library/specializations/product-management/task-to-prd.js
• Locally installed: ~/.a5c/processes/task-to-prd.js

The process file is the source of truth for the pipeline. This skill intentionally stays thin so users only need to remember /task-to-prd.

What this skill does when invoked

1. Parse input — detect whether it's a tracker ticket ID, a file path, or inline text.

2. Infer featureBranch — read the current git branch via git branch --show-current. If unsuitable (e.g., main), ask the user to provide a feature-branch name.

3. Detect optional inputs from the project context:

   • contextDoc — project conventions doc (default CLAUDE.md)
   • archiveDir — past PRD archive directory (default empty)
   • trackerHint — hint like jira, linear, gh-issues (default empty)
   • secondaryReviewer — hint like codex, gemini, peer (default empty)

4. Ask the user to pick the run mode:

   Run mode for the babysitter task-to-prd process:

   1. Interactive (/babysitter:call) — recommended. The Five Whys + clarification loop is intrinsically interactive — every question goes through the user. Verification findings each get a per-finding approval gate.
   2. Auto / yolo (/babysitter:yolo) — non-interactive. Skips the clarification loop (uses defaults from Five Whys), auto- approves every gate, applies all proposed PRD changes automatically. Use only when the input is already well-defined and you want a fast first draft.

   Default to option 1 if the user does not respond.

5. Dispatch by invoking the chosen babysitter command via the Skill tool:

   For interactive:

   Skill('babysitter:call', 'Run the product-management/task-to-prd process with inputs: input=<resolved>, featureBranch=<resolved>, contextDoc=<resolved>, archiveDir=<resolved>, trackerHint=<resolved>, secondaryReviewer=<resolved>')
   

   For auto / yolo:

   Skill('babysitter:yolo', '<same instruction as above>')
   

6. Return the PRD path, the Decision Log, and the follow-up /prd-to-spec prompt produced by the process to the user.

Fallback (no babysitter runtime)

If neither /babysitter:call nor /babysitter:yolo is available:

1. Read the process source at the location above.
2. Execute each task's agent prompt manually, in phase order.
3. Pause at every ctx.breakpoint(...) for explicit user approval (interactive equivalent) or skip every breakpoint (yolo equivalent), matching the mode the user picked in step 4.
4. Return the same outputs the process would have returned.

Optional Integration Hooks

All flow through the process inputs (none required):

• Tracker integration — trackerHint input. Examples: Jira (/jira skill or acli jira workitem view), Linear (CLI / MCP), GitHub Issues (gh issue view).
• Secondary reviewer — secondaryReviewer input. Examples: Codex (/codex:review), Gemini (/gemini-review), deep-verify-plan (/deep-verify-plan), peer (notify a teammate).
• Stakeholder attribution — the Decision Log records each Q&A with attribution to user or a named stakeholder (e.g., product owner, tech lead, designer).

The process works end-to-end without any of them.

Pipeline shape (executed by the process)

Phase	What happens	Interactive in /babysitter:call?
1a. Load source	Detect tracker / file / inline	no
1b. Five Whys	Root-cause analysis	no
1c. Clarification loop	Q&A one at a time	YES
1d. Scope Lock	Approve scope before drafting	YES
2. Draft (parallel)	Codebase scan + draft PRD via embedded skill instructions	no
3a. Verification (5 parallel)	what-could-go-wrong + consistency + conventions + adversarial + quality checklist	no
3b. Per-finding gate	Approve each proposed PRD change	YES
4a. Final review	Approve final PRD	YES
4b. Tracker update	Push reference to tracker (if applicable)	no
4c. Follow-up prompt	Output /prd-to-spec <path>	no

In /babysitter:yolo mode, every gate marked YES is auto-approved.

Rules

• The skill itself does not produce the PRD. It only sets up inputs and dispatches to the process via /babysitter:call or /babysitter:yolo.
• Default to /babysitter:call (interactive) when in doubt.
• Phase 1 (clarification) is the most user-intensive — yolo mode effectively turns it into a shallow first-draft using only Five-Whys defaults. Recommend interactive mode for any non-trivial task.
• The PRD must be proportional to the task size (the process honors this).