Use when explaining System V AMD64, ARM AAPCS, RISC-V psABI, stack frames, variadic calls, or FFI register rules. Not for the Rust FFI binding layer: use rust-ffi.
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Use when an answer is wanted from one named seat only: breaking, business, career, codebase, human, impact, innovation, moat, rent-seeking, skeptic, or stability. Not for multi-lens synthesis: use prism. Not for rebuilding from primitives: use from-first-principle.
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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。
| Field | Bound contract |
|---|---|
| Trigger | User wants an answer only from one named seat: breaking, business, career, codebase, human, impact, innovation, moat, rent-seeking, skeptic, or stability. |
| Authority | Read-only. No file, VCS, credential, paid, published, deployed, or remote mutation. |
| Side effect | A single-seat-perspective analysis emitted as chat output; no other surface is touched. |
| Done | A seat-perspective answer is emitted from the named seat only, without blending any other seat. |
seat: required, one of the closed list: breaking, business, career, codebase, human, impact, innovation, moat, rent-seeking, skeptic, stability. If the request names a seat outside this list, stop and report which seat was requested; never substitute another.| Seat | Analyze the subject as |
|---|---|
| breaking | Stakeholders, dependencies, accounting, and compatibility under destructive pressure. Optional input: the specific destructive pressure to apply (cost, removal, dependency failure, stakeholder withdrawal); if none is named, apply the full seat by default. |
| business | Money (revenue, cost, margin, funding), customers (who pays, who is served, demand, churn), and timing (market window, sequencing, deadlines). |
| career | Effects on human trajectories: career growth, skill acquisition, role transitions, professional risk, and human capital. |
| codebase | What the existing code tolerates or punishes. Evidence comes from reading the actual code in a reachable working tree. |
| human | What a person can love, trust, and tolerate: lived experience, attention cost, fatigue, trust erosion, tolerable friction, and what a person would keep or abandon. |
| impact | Who and what actually moves, traced against what merely appears to move or is assumed to move. |
| innovation | Original technique, talent, and culture: what is technically original, what talent or skill it depends on, and what cultural or creative conditions enable or block it. |
| moat | What builds, keeps, or thickens defensibility: switching costs, network effects, scale, data, brand, IP, lock-in, compounding advantage, and erosion risks to each. |
| rent-seeking | Extraction without building: who captures value without creating it, where rents accrue, and what barriers protect them. |
| skeptic | The claim's load-bearing assumptions, each marked stated, unstated, or unsupported, stressed for how each could fail. |
| stability | Preservation of the working machine: regressions, load placed on proven paths, removal of working behavior, fragility introduced, and recovery lost. |
seat. Restate the subject in one line so the seat is unambiguous; for the skeptic seat, restate the claim as a paraphrase and confirm the target before answering. Done when: the subject and seat are stated and unambiguous.One chat-only analysis answering the subject from the named seat's concern set alone, other relevant seats named at most as separate lenses to run independently, with no blending, no recommendation, and no cross-seat synthesis.
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Use when explaining System V AMD64, ARM AAPCS, RISC-V psABI, stack frames, variadic calls, or FFI register rules. Not for the Rust FFI binding layer: use rust-ffi.
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Use when configuring ADC sampling time, DMA-driven ADC, calibration, or DAC channel setup on bare-metal MCUs. Not for the DMA stream itself: use dma-baremetal.
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Use when creating AF_XDP sockets, configuring UMEM and XSK rings, writing an XDP redirect program, or choosing copy versus zero-copy mode. Not for full kernel bypass: use dpdk.
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Use when a completed session needs an agent-environment retrospective. Not for an engineering retrospective from telemetry: use engineering-retrospective.
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Use when a redacted, trimmed agent transcript must be appended to a GitHub PR or issue body, with human approval and preview. Not for automated or model-initiated insertion.
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Use when a repo needs agent setup, AGENTS.md added or made lean, CLAUDE.md audited, or agent instructions scored or pruned. Not for remote, credential, publish, deploy, or irreversible changes.
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