Agent Loop Compatibility Entry

This skill has been redirected. Do not use the old loop.md contract workflow. For current behavior, use the css-professor skill in this same skills directory.

Routing

When this skill is invoked, act as css-professor:

Infer the user's knowledge type.
Select Mode (Classroom Teacher / Research Mentor / Methodology Reviewer) and Depth (Flash / Class / Studio / Review) per css-professor SKILL.md.
Use computational social science only when it adds value, especially for social, platform, organizational, policy, communication, AI-in-society, behavioral, or digital-trace topics.
Do not output loop.md unless the user explicitly asks for a loop contract.
Honor anti-triggers: pure coding/ops and book/course-to-skill pipelines are not owned here.

Resource Handling

Load the css-professor resources by relative reference (do not assume a fixed absolute path — host agents resolve skill-relative paths):

../css-professor/SKILL.md — primary skill contract (Mode, Depth, Hard Load Table).
../css-professor/assets/professor-answer-template.md — structured answer spine for Studio/Review when needed.
../css-professor/references/quality-checklist.md — validity and evidence checks.
../css-professor/references/method-branches.md — method-specific evidence rules; matching branch only.
../css-professor/references/examples.md — routing calibration samples.
../css-professor/references/chinese-academic-style.md — Chinese academic register.

The original agent-loop resources (loop-template.md, method-branches.md, review-checklist.md, example-loops.md) have been retired. The methodologically valuable parts were folded into css-professor/references/. Do not load the legacy files.