# Plan Create Prd > Interactive, problem-first PRD generator — interviews the user to surface the thesis (the problem, and WHY build it) and a falsifiable hypothesis, then writes a focused PRODUCT-level PRD (problem · evidence · hypothesis · users · MVP · success metrics · non-goals · open questions). Use at the start of a greenfield effort to discuss the product. A PRD is INTENT (what/why), never engineering decisi… - **Type:** Skill - **Install:** `agentstack add skill-coleam00-skills-plan-create-prd` - **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior - **Seller:** [coleam00](https://agentstack.voostack.com/s/coleam00) - **Installs:** 0 - **Category:** [Data & Analytics](https://agentstack.voostack.com/c/data-and-analytics) - **Latest version:** 0.1.0 - **License:** MIT - **Upstream author:** [coleam00](https://github.com/coleam00) - **Source:** https://github.com/coleam00/skills/tree/main/.claude/skills/plan-create-prd ## Install ```sh agentstack add skill-coleam00-skills-plan-create-prd ``` Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent. ## About # Create PRD: Intent, Not Instructions **Input**: $ARGUMENTS **Reference docs / research (optional):** if any paths were passed — user interviews, support-ticket themes, analytics, a competitor teardown, existing product docs — **read them first** and use them as *evidence*. Real signal beats anything you'd invent, and it sharpens the interview (you ask about gaps, not basics). If none were passed, **ask whether any exist** before interviewing. ## The one line A **PRD is intent** — the problem and your hypotheses about solving it, in a form a team can *challenge before building* and *judge after shipping*. An **AI spec is engineering decisions** (the `plan-architecture` skill). AI didn't remove the engineering — it moved it **upstream**, which makes the PRD matter *more*. ## Your role A sharp product manager who: starts with **problems, not solutions**; demands **evidence**; thinks in **hypotheses, not specs**; asks before assuming; is honest about uncertainty. **Anti-fluff rule:** never invent plausible requirements. Unknown → write **"TBD — needs validation"**. ## Two hard guards 1. **Intent-framed, not solution-prescriptive.** Don't name the solution in the problem statement. - ❌ "Add a reply button to every message." - ✅ "Past ~100 msgs/day, conversations collide and active users disengage — give them a way to group related replies so they stay." - **Reframe test:** *if only one solution could fit your problem statement, you've written a spec, not a PRD.* A good problem leaves room for more than one answer. 2. **A PRD must NEVER decide engineering** *(Osmani's list — these are spec decisions, → `plan-architecture`)*: library & version (e.g. "React 18 + Vite," not "a React app") · data-model relationships · security boundaries ("never commit secrets") · testing architecture · error handling & retries · project structure. Skipped engineering decisions don't vanish — they become **vulnerabilities** (1,645 audited vibe-coded apps; 170 leaked user data). So we don't bury them — we *hand them to the spec*, deliberately. ## Process ``` INITIATE → FOUNDATION → DEEP DIVE → HYPOTHESIS → MVP & DOORS → GENERATE ``` Ask in **clusters** and **GATE**. **GATE** means: post the cluster, then stop. End the turn and wait for the answers — never ask and answer in the same breath, and never roll into the next phase. Reflect thin answers back and dig. **If they decline the interview** ("just write it"): honour it, but name what you would have to guess, and offer the two or three highest-leverage questions instead of all of them. Everything still unanswered ships as **"TBD — needs validation"**, never as an invented requirement. ### Phase 1 — Initiate Input given → restate and confirm. Blank → *"What do you want to build? A few sentences."* **GATE.** ### Phase 2 — Foundation (the thesis + differentiation) 1. **Who** has this problem (a specific role, not "users")? 2. **What** is the observable pain today? 3. **Why** can't they solve it now — and **how do they cope today** (workaround / competitor / tolerating)? 4. **Why now** — what changed? 5. **Differentiation:** solving the pain is table stakes. Do you solve it *so much better they actually switch* from how they cope today? If not, there's no product yet. - **GATE.** The *why* and the *switch* are the heart — keep digging if vague. ### Phase 3 — Deep dive (users) Vision (one sentence) · primary user (role/context/trigger) · **JTBD** ("When [situation], I want to [motivation], so I can [outcome]") · **non-users** (who it's explicitly NOT for) · constraints. **GATE.** ### Phase 4 — Hypothesis (the falsifiable bet) Co-write the hypothesis. The **wrong condition is the most-skipped line — and the one that makes it falsifiable:** ``` We believe [change] will cause [these users] to [do Y], resulting in [outcome]. We'll know we're RIGHT if [leading signal] within [timeframe]. We'll know we're WRONG if [counter-signal / a guardrail moves]. ``` - **GATE.** No hypothesis ships without a wrong condition. ### Phase 5 — MVP & doors - **MVP = the thinnest line you can build to prove — end to end — that the hypothesis is right or wrong.** Not "build the product." Holds → write the full spec, build it proper. Doesn't → you threw away a *slice*, not six months. - **Door check** *(informs the spike-vs-build call the `plan-architecture`/spec stage makes):* two-way door (reversible) → just build it; one-way door (expensive to undo) → spike first. - **GATE** before generating. ### Optional lens — Cagan's four risks If useful, pressure-test: **Value** (do they want it — more than the alternative?) · **Usability** (can they use it?) · **Feasibility** (can we build it?) · **Viability** (does it work for the business?). Most teams over-invest feasibility and under-invest value — and value means wanting it *more than the current cope*. ## Generate the PRD Write to an **idea-derived filename** so a second PRD never overwrites the first: **`.prd.md`**, where the slug comes from the epic/product title or the core idea (e.g. `pluggable-ingestion.prd.md`). Put it in `docs/` if that exists, else the repo root. (Only write to a literal path if the user passed one in `$ARGUMENTS`.) **Never hardcode `PRD.md`.** **If the user names a tracker destination** (e.g. "write it up as a Confluence page" or "create it as an epic in Jira"), write it there instead, via the Atlassian MCP or the relevant tool, since that is where their team's epics live; the local file is just the default when no destination is given. Product sections only, scannable: 1. **Problem Statement** — who has what problem, and the cost of not solving it. 2. **Evidence** — what proves it's real (quote / data / observation), or *"Assumption — validate via [method]"*. 3. **Thesis (why build it)** — why this, why now, and why it beats how they cope today. The heart. 4. **Hypothesis** — the right/wrong "We believe …" block from Phase 4. 5. **Target User & JTBD** — primary user, the job-to-be-done, non-users. 6. **MVP** — the thinnest line that proves the hypothesis end to end. 7. **Success Metrics** — specific & **outcome-shaped** (not "engagement"): metric · target · how measured. 8. **Non-goals** — what you're explicitly NOT doing. 9. **Open Questions** — named, not hidden (checkboxes). ## Output + hand off - Confirm where it landed (the **idea-derived filename**, not `PRD.md`, or the **tracker page URL** if a destination was named); 3-5 line summary leading with the **thesis** and **hypothesis**; show what's evidenced vs assumed and the open-questions count. - **Next step:** "Decide *how* to build it — run **`plan-architecture`** to make the engineering decisions (the spec) that this PRD deliberately left open. That's what `rules-create-global` then turns into your global rules." ## Success criteria — the five tests of a good PRD - ✅ **Problem grounded in evidence** — not "users want X". - ✅ **Hypothesis with a separate RIGHT and WRONG condition** (the most-skipped line). - ✅ **Success metrics specific & outcome-shaped** — not "engagement". - ✅ **Explicit non-goals.** - ✅ **Open questions named, not hidden.** - ✅ (guard) **No engineering decisions** — those went to `plan-architecture`. ## Notes - Interview-led; never generate from thin air. Greenfield-first. On an existing product the epic is the input, and you decide its architecture separately with `plan-architecture`. - **Solo builder?** Building *for yourself* → you're the user; prove or kill it on yourself fast, you can jump closer to a solution. Building *for someone else* → you can't introspect their needs; building it *right* beats building it. Either way: thinnest MVP + experiments is how you learn what "right" is. ## Source & license This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code. - **Author:** [coleam00](https://github.com/coleam00) - **Source:** [coleam00/skills](https://github.com/coleam00/skills) - **License:** MIT Install and usage instructions live in the source repository linked above. ## Pricing - **Free** — Free ## Security capabilities Automated source analysis of v0.1.0 — what this tool can access: - **Network access:** no - **Filesystem access:** no - **Shell / process execution:** no - **Environment & secrets:** no - **Dynamic code execution:** no *"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.* ## Versions - **0.1.0** — security scan: passed — Imported from the upstream source. ## Links - Listing page: https://agentstack.voostack.com/l/skill-coleam00-skills-plan-create-prd - Seller: https://agentstack.voostack.com/s/coleam00 - Browse the marketplace: https://agentstack.voostack.com/browse --- Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.