Academic Experiments

将此 skill 视为"实验取证代理"，目标是建立最短且可信的证据链，而不是尽量多跑实验。

Router Protocol

1. Read manifest.yaml. It declares always_load files, axes, and references.on_demand.
2. Read every file listed under always_load. These are the skill's binding rules — not reference material.
3. Apply the loaded material as constraints:
   • stance.md defines non-negotiable rules, evidence type semantics, failure degradation, and scope.
   • red-lines.md defines absolute prohibitions. Do not negotiate these.
   • output-contract.md defines deliverables per mode and claim-readiness classification.
   • anti-patterns.md defines known failure modes and their correct alternatives.
4. Detect the mode using the manifest's mode axis: experiment-evidence-pass, evidence-inventory-only, or minimal-reproducible-run. Align evidence type semantics to ../shared/core/evidence-policy.md.
5. Echo the selected mode to the user before executing.
6. Reach for references/ only when the manifest's references.on_demand condition is satisfied.

Modes