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Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped.
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基于 SOC 职业分类
Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split test data, or deciding whether to ship a variant.
Analyze and prioritize a list of feature requests by theme, strategic alignment, impact, effort, and risk. Use when reviewing customer feature requests, triaging a backlog, or making prioritization decisions.
Generate an Ansoff Matrix analysis mapping growth strategies across market penetration, market development, product development, and diversification. Use when considering growth options, planning market expansion, or evaluating strategic growth paths.
Identify the first beachhead market segment for a product launch. Evaluates segments against burning pain, willingness to pay, winnable market share, and referral potential. Use when choosing a first market, targeting an initial customer segment, or planning market entry strategy.
Brainstorm product/feature ideas with multi-perspective ideation (PM, Designer, Engineer), then prioritize the best five. Works for an existing product (continuous discovery) or a new product (initial discovery). Use when generating feature ideas, ideating solutions for an opportunity, or running a product-trio ideation session.
Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.
| name | release-notes |
| description | Generate user-facing release notes from tickets, PRDs, or changelogs. Creates clear, engaging summaries organized by category (new features, improvements, fixes). Use when writing release notes, creating changelogs, announcing product updates, or summarizing what shipped. |
Transform technical tickets, PRDs, or internal changelogs into polished, user-facing release notes.
You are writing release notes for the product or feature in focus.
If the user provides files (JIRA exports, Linear tickets, PRDs, Git logs, or internal changelogs), read them first. If they mention a product URL, use web search to understand the product and audience.
Gather raw material: Read all provided tickets, changelogs, or descriptions. Extract:
Categorize changes:
Write each entry following these principles:
Example transformations:
Technical: "Implemented Redis caching layer for dashboard API endpoints"
User-facing: "Dashboards now load up to 3× faster, so you spend less time waiting and more time analyzing."
Technical: "Fixed race condition in concurrent checkout flow"
User-facing: "Fixed an issue where some orders could fail during high-traffic periods."
Structure the release notes:
# [Product Name] — [Version / Date]
## New Features
- **[Feature name]**: [1-2 sentence description of what it does and why it matters]
## Improvements
- **[Area]**: [What got better and how it helps]
## Bug Fixes
- Fixed [issue description in user terms]
## Breaking Changes (if any)
- **Action required**: [What users need to do]
Adjust tone to match the product's voice — professional for B2B, friendly for consumer, developer-focused for APIs.
Save as a markdown document. If the user wants HTML or another format, convert accordingly.