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Task to prd

Skill a5c-ai/babysitter/library/specializations/product-management/skills/task-to-prd

Babysitter enforces obedience on agentic workforces and enables them to manage extremely complex tasks and workflows through deterministic, hallucination-free self-orchestration

Install
npx -y skills add a5c-ai/babysitter --skill task-to-prd

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What its author says it does

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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.

SKILL.md

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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 integrationtrackerHint input. Examples: Jira (/jira skill or acli jira workitem view), Linear (CLI / MCP), GitHub Issues (gh issue view).
  • Secondary reviewersecondaryReviewer 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)

PhaseWhat happensInteractive in /babysitter:call?
1a. Load sourceDetect tracker / file / inlineno
1b. Five WhysRoot-cause analysisno
1c. Clarification loopQ&A one at a timeYES
1d. Scope LockApprove scope before draftingYES
2. Draft (parallel)Codebase scan + draft PRD via embedded skill instructionsno
3a. Verification (5 parallel)what-could-go-wrong + consistency + conventions + adversarial + quality checklistno
3b. Per-finding gateApprove each proposed PRD changeYES
4a. Final reviewApprove final PRDYES
4b. Tracker updatePush reference to tracker (if applicable)no
4c. Follow-up promptOutput /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).

Keep looking

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