analyze
免费Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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Build throwaway code to validate an uncertain approach before committing to a plan. Two branches — Logic (terminal state machine) or UI (multiple designs on one route with URL-param switcher). No persistence, no tests, single-command start. Use between analyze and plan when the approach itself is uncertain.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Throwaway code to validate approach. Explore fast, decide, then delete or integrate.
Announce: "🧪 /supergraph:prototype — building throwaway prototype..."
/supergraph:analyze and /supergraph:plan when approach is uncertainAsk user (or infer from task):
Logic branch — validate state, algorithm, or data model
UI branch — validate layout, interaction, or multiple designs
Goal: validate core logic in a minimal terminal program.
Rules:
prototype-<slug>.ts / .py / etc.)npx ts-node prototype-<slug>.ts or equivalentStructure (TypeScript example):
// prototype-<slug>.ts — THROWAWAY, do not review
type State = "idle" | "processing" | "done" | "error"
type Event = { type: "start" } | { type: "finish" } | { type: "fail" }
function transition(state: State, event: Event): State {
// ...
}
// Run through sample cases
const cases = [ ... ]
cases.forEach(({ from, event, expected }) => {
const result = transition(from, event)
console.log(result === expected ? "✅" : "❌", { from, event, result, expected })
})
Run and observe:
npx ts-node prototype-<slug>.ts
Goal: compare multiple visual/interaction designs without committing.
Rules:
/prototype/<slug>?design=A|B|C switches between designsnpm run dev (or project equivalent)Structure:
app/prototype/<slug>/page.tsx (router + floating switcher)
app/prototype/<slug>/DesignA.tsx
app/prototype/<slug>/DesignB.tsx
app/prototype/<slug>/DesignC.tsx
Floating switcher (inline):
<div style={{position:'fixed',bottom:16,right:16,zIndex:9999,background:'#fff',padding:8,borderRadius:8,boxShadow:'0 2px 8px rgba(0,0,0,.2)'}}>
{["A","B","C"].map(d => (
<button key={d} onClick={() => router.push(`?design=${d}`)}
style={{margin:4, fontWeight: design===d ? 'bold' : 'normal'}}>
{d}
</button>
))}
</div>
Present findings to user:
Prototype: [slug]
Branch: Logic | UI
Findings:
- [What was validated]
- [What was ruled out]
- [Surprises / unexpected behavior]
Recommendation:
- Approach: [chosen approach]
- Confidence: high | medium | low
- Reason: [evidence from prototype]
Ask: "Ready to proceed to /supergraph:plan with this approach?"
After approach is decided:
# Delete prototype file(s)
rm prototype-<slug>.ts
# or git stash if user wants to keep for reference
Never commit prototype code to main branch.
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Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams and candidate improvements, then grill the findings. Use when planning a large refactor, onboarding to an unfamiliar codebase, or before a major architectural change.
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Autonomous human-like browser control and professional QA/QC testing. Powered by agent-browser (Rust native CDP, zero Playwright) with ISTQB test matrix generation, automated testcase execution, console/network error tracing, and defect reporting.
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Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.
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Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
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Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.
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