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Guides Next.js Cache Components and Partial Prerendering (PPR) with cacheComponents enabled. Implements 'use cache', cacheLife(), cacheTag(), revalidateTag(), static/dynamic optimization, and cache debugging.
Migrates code, prompts, and API calls from Claude Sonnet 4.0/4.5 or Opus 4.1 to Opus 4.5, updating model strings on Anthropic, AWS, GCP, Azure platforms.
Facilitates interactive brainstorming sessions using diverse creative techniques and ideation methods. Activates when users say 'help me brainstorm' or 'help me ideate'.
Generate well-structured, outcome-focused OKRs (Objectives and Key Results) for product teams — aligned with company strategy and grounded in what the team can actually influence.
Most OKRs fail because they're either disguised task lists ("launch feature X") or unmeasurable aspirations ("delight customers"). This skill produces OKRs that are outcome-focused, measurable, and achievable — following Christina Wodtke's Radical Focus framework.
Good: "Make onboarding so smooth that new users reach value in their first session" Bad: "Increase retention" (too vague), "Launch onboarding v2" (output, not outcome)
Good: "Reduce time-to-first-value from 14 days to 3 days" Bad: "Ship 5 features" (output), "Improve NPS" (no target), "Increase everything" (unfocused)
These are complementary, not competing:
| Concept | Scope | Purpose |
|---|---|---|
| North Star Metric | Company | Single metric that captures core value delivery |
| OKRs | Team / Quarter | Focus areas and measurable targets for the period |
| KPIs | Ongoing | Health metrics monitored continuously |
OKRs tell you what to improve this quarter. KPIs tell you what to monitor always.
Review the company's strategy, annual goals, or North Star Metric. Identify:
For the team's scope, brainstorm areas where improvement would most impact the company goal.
Example impact areas for a product team:
Produce 3 distinct OKR sets, each taking a different strategic angle. This prevents anchoring on the first idea.
For each set, provide:
Show all 3 sets side by side with trade-offs:
## OKR Option A: [Strategic Theme]
**Objective 1:** [Qualitative, inspirational objective]
- KR1: [Metric] from [baseline] to [target]
- KR2: [Metric] from [baseline] to [target]
- KR3: [Metric] from [baseline] to [target]
**Rationale:** [Why this matters]
**Risk:** [What could go wrong]
**Confidence:** [60–70% recommended]
---
## OKR Option B: [Different Strategic Theme]
...
## OKR Option C: [Yet Another Angle]
...
Once the team selects a direction:
# Team OKRs — Q[N] [Year]
**Team:** [team name]
**Aligned to:** [company objective or strategy]
**Quarter:** [Q1/Q2/Q3/Q4 Year]
---
## Objective 1: [Qualitative objective]
| Key Result | Baseline | Target | Confidence |
| --- | --- | --- | --- |
| [KR1 description] | [current] | [target] | 65% |
| [KR2 description] | [current] | [target] | 70% |
| [KR3 description] | [current] | [target] | 60% |
**Leading indicators (weekly check):**
- [metric to watch]
- [metric to watch]
---
## Objective 2: [Qualitative objective]
| Key Result | Baseline | Target | Confidence |
| --- | --- | --- | --- |
| [KR1 description] | [current] | [target] | 65% |
| [KR2 description] | [current] | [target] | 70% |
---
## Health Metrics (Monitor, Don't Optimize)
| Metric | Current | Guardrail |
| --- | --- | --- |
| [metric you must not degrade] | [current] | [minimum acceptable] |
| Avoid | Why | Instead |
|---|---|---|
| Output-based KRs ("launch X") | Measures activity, not impact | Reframe: "Users who [behavior] increases from X to Y" |
| Too many OKRs (>3 objectives) | Diffuses focus | Pick 1–2 objectives, 2–3 KRs each |
| 100% confidence targets | Sandbagging — no stretch | Aim for 60–70% confidence |
| Individual OKRs | Creates perverse incentives | OKRs are for teams |
| Binary KRs ("ship/don't ship") | No gradient of success | Use continuous metrics |
| Changing OKRs mid-quarter | Destroys accountability | Lock OKRs, adjust tactics |