api-integration
Use this skill when the user says 'API integration', 'connect APIs', 'sync data', 'data mapping', 'rate limiting', or needs…
Use this skill when the user says 'PRD', 'product requirements', 'requirements document', or needs a complete engineering-ready PRD with problem statement, personas, MoSCoW features, and success metrics. Do NOT use for single feature specs or user story backlogs.
$ npx -y skills add cwinvestments/memstack --skill prd-writer --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/prd-writerContext preview
The summary Claude sees to decide when to auto-load this skill.
Use this skill when the user says 'PRD', 'product requirements', 'requirements document', or needs a complete engineering-ready PRD with problem statement, personas, MoSCoW features, and success metrics. Do NOT use for single feature specs or user story backlogs.
name: memstack-product-prd-writer description: "Use this skill when the user says 'PRD', 'product requirements', 'requirements document', or needs a complete engineering-ready PRD with problem statement, personas, MoSCoW features, and success metrics. Do NOT use for single feature specs or user story backlogs." version: 1.0.0 license: "Proprietary, MemStack™ Pro by CW Affiliate Investments LLC. See LICENSE.txt"
*Generates a complete engineering-ready PRD with problem statement, user personas, functional and non-functional requirements, MoSCoW prioritization, success metrics, and implementation timeline.*
When this skill activates, output:
`PRD Writer: Writing product requirements document...`
Then execute the protocol below.
| Context | Status | |---------|--------| | User says "PRD", "product requirements", "requirements document" | ACTIVE | | User wants a full product spec for engineering handoff | ACTIVE | | User is planning a new product or major feature set | ACTIVE | | User wants a spec for ONE feature | DORMANT: use Feature Spec | | User wants user stories for sprint planning | DORMANT: use User Story Generator |
| Mistake | Why It's Wrong | |---------|---------------| | "Start with the solution" | Start with the problem. Requirements without clear problems lead to building the wrong thing. | | "List every possible feature" | A PRD with 50 features is a wish list, not a plan. MoSCoW forces hard trade-offs. | | "Skip non-functional requirements" | Performance, security, and scalability are invisible until they break. Spec them upfront. | | "No success metrics" | Without measurable outcomes, you can't tell if the product succeeded. Define metrics before building. | | "Write it alone" | PRDs need input from engineering, design, and stakeholders. Write the draft, then review together. |
If the user hasn't provided details, ask:
> 1. **Product name**: what are you building? > 2. **Problem statement**: what problem does this solve? For whom? > 3. **Target users**: who are the primary and secondary users? > 4. **Business context**: why now? What's the opportunity? > 5. **Scope**: is this a new product, a major feature set, or a v2? > 6. **Constraints**: timeline, budget, team size, tech stack?
**Problem statement template:**
## Problem Statement ### The Problem [Target users] struggle with [specific problem]. Currently, they [workaround or current behavior], which results in [negative consequences: wasted time, lost revenue, frustration, errors]. ### Evidence - [Data point 1: user research, support tickets, survey results] - [Data point 2: market data, competitor traction, industry trends] - [Data point 3: internal metrics showing the gap] ### Impact If unsolved, this problem costs [users/business] approximately [quantified impact: time, money, churn rate, opportunity cost]. ### Opportunity By solving this problem, we can [positive outcome for users] and [positive outcome for the business: revenue, retention, growth].
**Problem statement rules:**
Create 2-3 personas (no more):
**Persona template:**
### Persona: [Name]: [Role/Title] **Demographics:** [Age range, job title, company size, tech savviness] **Goals:** 1. [Primary goal, what they're trying to achieve] 2. [Secondary goal] **Pain points:** 1. [Frustration 1, related to the problem statement] 2. [Frustration 2] 3. [Frustration 3] **Current behavior:** - Currently uses [tool/process] to [accomplish task] - Spends [X hours/week] on [manual process] - Workaround: [How they hack around the limitation] **Success criteria:** - This persona succeeds when they can [measurable outcome] **Quote:** "[A sentence that captures their frustration in their own words]"
**Persona rules:**
**Functional requirements:**
| ID | Requirement | Priority | Persona | Notes | |----|------------|----------|---------|-------| | FR-001 | [User can do X] | Must | [Persona] | [Context] | | FR-002 | [System does Y when Z] | Must | [Persona] | [Context] | | FR-003 | [User can configure W] | Should | [Persona] | [Context] | | FR-004 | [System supports V] | Could | [Persona] | [Context] | | FR-005 | [User can do U] | Won't (this version) | [Persona] | [Context] |
**MoSCoW definitions:**
| Priority | Meaning | Rule of Thumb | |----------|---------|--------------| | **Must** | Product doesn't work without it | 60% of effort | | **Should** | Important but not blocking launch | 20% of effort | | **Could** | Nice to have, include if time allows | 15% of effort | | **Won't** | Explicitly out of scope for this version | 5% (spec only, don't build) |
**Non-functional requirements:**
| ID | Category | Requirement | Target | |----|----------|------------|--------| | NFR-001 | Performance | Page load time | <2 seconds (p95) | | NFR-002 | Performance | API response time | <500ms (p95) | | NFR-003 | Scalability | Concurrent users | [X] users | | NFR-004 | Availability | Uptime SLA | 99.9% | | NFR-005 | Security | Authentication | [Method: OAuth, JWT, etc.] | | NFR-006 | Security | Data encryption | At rest + in transit | | NFR-007 | Accessibility | WCAG compliance | Level AA | | NFR-008 | Compatibility | Browser support | [List of
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