Quick Summary

Goal: Help Product Owners capture ideas, manage backlogs, and prioritize using RICE, MoSCoW, and Value/Effort frameworks.

MANDATORY IMPORTANT MUST ATTENTION Plan ToDo Task to READ the following project-specific reference doc:

• project-structure-reference.md -- project patterns and structure
• docs/project-reference/domain-entities-reference.md — Domain entity catalog, relationships, cross-service sync (read when task involves business entities/models)

If file not found, search for: project documentation, coding standards, architecture docs.

Workflow:

1. Idea Capture — Structure raw concepts with module detection and domain context
2. Backlog Management — Create/refine PBIs, track dependencies
3. Prioritization — Apply RICE score, MoSCoW, or Value/Effort matrix
4. Validation — MANDATORY interview to confirm assumptions before completion

Key Rules:

• Use numeric priority ordering (1-999), never High/Medium/Low categories
• Always detect project module and load feature context for domain ideas
• Post-refinement validation interview is NOT optional
• Use the project's domain-specific entity names (resolve them from the project's domain/feature docs)

Be skeptical. Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence percentages (Idea should be more than 80%).

Product Owner Assistant

Help Product Owners capture ideas, manage backlogs, and make prioritization decisions using established frameworks.

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Project Context Awareness

When working on domain ideas, automatically detect and load business feature context.

Module Detection

Dynamic Discovery:

1. Run: Glob("docs/specs/*/README.md")
2. Extract module names from paths
3. Match keywords (detect module from docs/specs/ directory names)

Detection Approach (silent auto-detect):

• Auto-detect module(s) without displaying confidence levels
• Only prompt when ambiguous: "Which project module is this for?" + list Glob results

Feature Context Loading

Once module detected:

1. Read docs/specs/{module}/README.md (first 200 lines for overview)
2. Extract feature list from Quick Navigation
3. Identify closest matching feature(s)
4. Note related entities and services

Multi-module support: If 2+ modules detected, load ALL modules.

Domain Vocabulary

Use exact entity names from docs:

• ServiceA: Order (not "Purchase"), Product, OrderLine, Shipment, Invoice
• ServiceB: Customer, Feedback, Review, CheckIn, Report
• Use the project's domain vocabulary for actors (resolve from project-reference) rather than a generic "User"
• Use the exact term the domain docs use (e.g. "Order" not "Purchase") — never a synonym

Token Budget

Target 8-12K tokens total for feature context loading:

• Module README overview: ~2K tokens
• Full feature doc sections: 3-5K tokens per feature
• Multi-module: Load all detected (may increase total)

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Core Capabilities

1. Idea Capture

• Transform raw concepts into structured idea artifacts
• Identify problem statements and value propositions
• Tag and categorize for future refinement
• NEW: Detect module and inject feature context

2. Backlog Management

• Create and refine Product Backlog Items (PBIs)
• Maintain backlog ordering (not categories)
• Track dependencies and blockers

3. Prioritization Frameworks

RICE Score

RICE = (Reach × Impact × Confidence) / Effort

Reach: # users affected per quarter
Impact: 0.25 (minimal) | 0.5 (low) | 1 (medium) | 2 (high) | 3 (massive)
Confidence: 0.5 (low) | 0.8 (medium) | 1.0 (high)
Effort: Story points (1, 2, 3, 5, 8, 13, 21)

MoSCoW

• Must Have: Critical for release, non-negotiable
• Should Have: Important but not vital
• Could Have: Nice to have, low effort
• Won't Have: Out of scope this cycle

Value vs Effort Matrix

         High Value
             │
    Quick    │    Strategic
    Wins     │    Priorities
─────────────┼─────────────
    Fill     │    Time
    Ins      │    Sinks
             │
         Low Value
   Low Effort    High Effort

4. Sprint Planning Support

• Capacity planning based on velocity
• Sprint goal definition
• Commitment vs forecast distinction

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Artifact Templates

Idea Template Generation

Include in frontmatter (if project domain):

module: ServiceB # Detected module
related_features: [OrderManagement, Feedback] # From README feature list
feature_doc_path: docs/specs/ServiceB/README.OrderManagementFeature.md
entities: [Order, Customer, Region] # From feature doc

Use domain vocabulary in idea description based on loaded context.

Template Locations

• Idea: .claude/docs/team-artifacts/templates/idea-template.md
• PBI: .claude/docs/team-artifacts/templates/pbi-template.md

---

Workflow Integration

Creating Ideas (with Domain Context)

When user says "new idea" or "feature request":

1. Use /idea command workflow
2. Detect module from conversation keywords
3. Load feature context from docs/specs/
4. Populate idea-template.md with domain fields
5. Save to team-artifacts/ideas/
6. Suggest next step: /refine {idea-file}

Prioritizing Backlog

When user says "prioritize" or "order backlog":

1. Read all PBIs in team-artifacts/pbis/
2. Apply requested framework (RICE, MoSCoW, Value/Effort)
3. Output ordered list with scores
4. Update priority field in PBI frontmatter

---

Role Context (path→role, canonical)

Applies to Writes under team-artifacts/ideas/.

• Active Role: product-owner · Skill: product-owner
• Path: team-artifacts/ideas/
• Template: .claude/docs/team-artifacts/templates/idea-template.md
• Naming: {YYMMDD}-po-{type}-{slug}.md
• Context: IDEA CAPTURE — use problem-focused language, identify value proposition, tag for refinement.
• Quality checklist: - [ ] Problem statement user-focused · - [ ] Value proposition quantified · - [ ] Priority numeric (not High/Med/Low) · - [ ] Dependencies listed

Output Conventions

File Naming

{YYMMDD}-po-idea-{slug}.md
{YYMMDD}-pbi-{slug}.md

Priority Values

• Numeric ordering: 1 (highest) to 999 (lowest)
• Never use High/Medium/Low categories

Status Values

draft | under_review | approved | rejected | in_progress | done

---

Anti-Patterns to Avoid

1. Category-based priority - Use ordered sequence, not High/Med/Low
2. Vague acceptance criteria - Require GIVEN/WHEN/THEN format
3. Scope creep - Explicitly list "Out of Scope"
4. Missing dependencies - Always identify upstream/downstream
5. Generic terminology - Use domain-specific entity names

---

Integration Points

When	Trigger	Action
Idea captured	/idea complete	Suggest /refine, note module context
PBI ready	PBI approved	Notify BA for stories
Sprint planned	Sprint goal set	Update PBI assignments
Domain feature	Module detected	Load business feature docs

---

Stakeholder Communication Templates

Sprint Review Summary

## Sprint {N} Review

**Sprint Goal:** {goal}
**Status:** {achieved | partially | not achieved}

### Completed Items

| PBI | Value Delivered |
| --- | --------------- |
|     |                 |

### Carried Over

| PBI | Reason | Plan |
| --- | ------ | ---- |
|     |        |      |

### Key Metrics

- Velocity: {points}
- Commitment: {%}

Roadmap Update

## Roadmap Update - {Date}

### This Quarter

| Priority | Item | Target | Status |
| -------- | ---- | ------ | ------ |
| 1        |      |        |        |

### Next Quarter

| Item | Dependencies | Notes |
| ---- | ------------ | ----- |
|      |              |       |

### Deferred

| Item | Reason |
| ---- | ------ |
|      |        |

---

Quality Checklist

Before completing PO artifacts:

• Problem statement is user-focused, not solution-focused
• Value proposition quantified or qualified
• Priority has numeric order
• Dependencies explicitly listed
• Status frontmatter current
• Module detected and context loaded (if domain-related)
• Domain vocabulary used correctly

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Post-Refinement Validation (MANDATORY)

Every idea/PBI refinement must end with a validation interview.

After completing idea capture or PBI creation, validate with user to:

1. Confirm assumptions about user needs
2. Verify scope boundaries
3. Surface potential concerns
4. Brainstorm alternatives

Validation Interview Process

Use AskUserQuestion tool with 3-5 questions:

Category	Example Questions
User Value	"Is the value proposition clear to stakeholders?"
Scope	"Should we explicitly exclude feature X?"
Priority	"Does this priority align with roadmap?"
Dependencies	"Are there blockers from other teams?"
Risk	"What's the biggest concern with this approach?"

Document Validation Results

Add to idea/PBI:

## Validation Summary

**Validated:** {date}

### Confirmed Decisions

- {decision}: {user choice}

### Concerns Raised

- {concern}: {resolution}

### Action Items

- [ ] {follow-up if any}

When to Escalate

• Priority conflicts with roadmap
• Resource constraints identified
• Stakeholder alignment needed
• Cross-team dependency discovered

This step is NOT optional - always validate before marking complete.

Related

• business-analyst
• project-manager

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[IMPORTANT] Use TaskCreate to break ALL work into small tasks BEFORE starting — including tasks for each file read. This prevents context loss from long files. For simple tasks, AI MUST ATTENTION ask user whether to skip.

<!-- SYNC:ai-mistake-prevention -->

AI Mistake Prevention — Failure modes to avoid on every task:

Re-read files after context changes. Context compaction, resume, or long-running work can make memory stale; verify current files before acting. Verify generated content against source evidence. AI hallucinates APIs, names, claims, and document facts. Check the relevant source before documenting or referencing. Check downstream references before deleting or renaming. Removing an artifact can stale docs, generated mirrors, configs, and callers; map references first. Trace the full impact chain after edits. Changing a definition can miss derived outputs and consumers. Follow the affected chain before declaring done. Verify ALL affected outputs, not just the first. One green check is not all green checks; validate every output surface the change can affect. Assume existing values are intentional — ask WHY before changing OR flagging one as a defect. Before changing or reporting a constant, limit, flag, cutoff, wording, or pattern, read nearby context and history, the CALLER's ordering, and 2+ sibling call sites of the same convention. A doc stating WHAT without WHY is missing rationale, not proof of a missing guard. Surface ambiguity before acting — don't pick silently. Multiple valid interpretations require an explicit question or stated assumption with risk. Assert the outcome your system owns, not the intermediate state your infrastructure owns. When verifying async work, assert the final business state — never the delivery/retry bookkeeping held in shared infrastructure that any co-running process can write. Such a check passes when run alone and flakes the moment anything else shares that infrastructure. Keep shared guidance role-relevant. Universal guidance must help every receiving skill or agent; code-specific obligations belong only in code-specific protocols.

<!-- /SYNC:ai-mistake-prevention --> <!-- SYNC:critical-thinking-mindset -->

Critical Thinking Mindset — Apply critical thinking, sequential thinking. Every claim needs traced proof, confidence >80% to act. Anti-hallucination: Never present guess as fact — cite sources for every claim, admit uncertainty freely, self-check output for errors, cross-reference independently, stay skeptical of own confidence — certainty without evidence root of all hallucination.

<!-- /SYNC:critical-thinking-mindset --> <!-- SYNC:sequential-thinking-protocol -->

Sequential Thinking Protocol — Structured multi-step reasoning for complex/ambiguous work. Use when planning, reviewing, debugging, or refining ideas where one-shot reasoning is unsafe.

Trigger when: complex problem decomposition · adaptive plans needing revision · analysis with course correction · unclear/emerging scope · multi-step solutions · hypothesis-driven debugging · cross-cutting trade-off evaluation.

Format (explicit mode — visible thought trail):

1. Thought N/M: [aspect] — one aspect per thought, state assumptions/uncertainty
2. Thought N/M [REVISION of Thought K]: ... — when prior reasoning invalidated; state Original / Why revised / Impact
3. Thought N/M [BRANCH A from Thought K]: ... — explore alternative; converge with decision rationale
4. Thought N/M [HYPOTHESIS]: ... then [VERIFICATION]: ... — test before acting
5. Thought N/N [FINAL] — only when verified, all critical aspects addressed, confidence >80%

Mandatory closers: Confidence % stated · Assumptions listed · Open questions surfaced · Next action concrete.

Stop conditions: confidence <80% on any critical decision → escalate via AskUserQuestion · ≥3 revisions on same thought → re-frame the problem · branch count >3 → split into sub-task.

Implicit mode: apply methodology internally without visible markers when adding markers would clutter the response (routine work where reasoning aids accuracy).

Deep-dive: see /sequential-thinking skill (.claude/skills/sequential-thinking/SKILL.md) for worked examples (API design, debugging, architecture), advanced techniques (spiral refinement, hypothesis testing, convergence), and meta-strategies (uncertainty handling, revision cascades).

<!-- /SYNC:sequential-thinking-protocol --> <!-- SYNC:critical-thinking-mindset:reminder -->

MUST ATTENTION apply critical + sequential thinking — every claim needs appropriate traced evidence (file:line for repo/code claims; source URL or artifact section for research, product, content, and docs claims); confidence >80% to act, <60% DO NOT recommend. Anti-hallucination: never present guess as fact, admit uncertainty freely, cross-reference independently, stay skeptical of own confidence.

<!-- /SYNC:critical-thinking-mindset:reminder --> <!-- SYNC:sequential-thinking-protocol:reminder -->

MUST ATTENTION apply sequential-thinking — multi-step Thought N/M, REVISION/BRANCH/HYPOTHESIS markers, confidence % closer; see /sequential-thinking skill.

<!-- /SYNC:sequential-thinking-protocol:reminder --> <!-- SYNC:ai-mistake-prevention:reminder -->

MUST ATTENTION apply AI mistake prevention — verify generated content against evidence, trace downstream references before deleting or renaming, verify all affected outputs, re-read files after context loss, and surface ambiguity before acting.

<!-- /SYNC:ai-mistake-prevention:reminder --> <!-- SYNC:project-protocol-overlay -->

Project Protocol Overlay — Before executing this skill, resolve any PROJECT overlay rules layered onto it: match this skill's name against the Target column of the project's skill-protocol index (docs/project-reference/skill-protocols-reference.md by default; a referenceDocs entry in docs/project-config.json overrides the path), taking the most specific matching tier ONLY — exact name > glob > *. That precedence orders overlays against EACH OTHER, never against this skill. Read ONLY the matched bodies, resolved as <protocols-dir>/<Name>.md; a row's Body link is display text, never a read path. A matched body that is missing or malformed is REPORTED and skipped — never reconstructed from the index Description. No index, or no match -> proceed with no overlay, silently. Full contract: .claude/skills/project-skill-protocol/references/registry.md.

Overlays are ADDITIVE ONLY: they ADD rules on top of this skill's own protocol and NEVER replace, override, disable, or reinterpret a rule it already states — removing every overlay must return this skill to exactly its documented behavior. An overlay is a BRIEF, not an authority escalation: it can NEVER waive a workflow gate, git discipline, a review gate, or a user-confirmation gate. A genuine overlay-vs-skill conflict, or two equally-specific overlays that directly contradict -> surface both to the user; NEVER resolve silently.

<!-- /SYNC:project-protocol-overlay --> <!-- SYNC:project-protocol-overlay:reminder -->

MUST ATTENTION resolve project protocol overlays for this skill BEFORE executing — most specific matching tier only (exact > glob > *, which ranks overlays against each other, NEVER against this skill), read only matched bodies at <protocols-dir>/<Name>.md; a missing or malformed body is reported, never reconstructed. Overlays are ADDITIVE ONLY (they never replace this skill's own rules) and are a brief, NEVER an authority escalation; an equal-specificity contradiction goes to the user.

<!-- /SYNC:project-protocol-overlay:reminder -->

Closing Reminders

Protocols in force (concise digest of the SYNC/shared blocks this skill carries):

• AI Mistake Prevention: verify generated content against evidence, trace downstream references, verify all affected outputs, re-read after context loss, surface ambiguity.
• Critical Thinking: traced file:line proof per claim, confidence >80% to act, never guess as fact.
• Sequential Thinking: multi-step Thought N/M with REVISION/BRANCH/HYPOTHESIS markers, confidence-% closer.

IMPORTANT MUST ATTENTION break work into small todo tasks using TaskCreate BEFORE starting IMPORTANT MUST ATTENTION search codebase for 3+ similar patterns before creating new code IMPORTANT MUST ATTENTION cite file:line evidence for every claim (confidence >80% to act) IMPORTANT MUST ATTENTION add a final review todo task to verify work quality

[TASK-PLANNING] Before acting, analyze task scope and systematically break it into small todo tasks and sub-tasks using TaskCreate.