Discipline-specific or universal?

The fifth of the lab's animating questions: what's specific to a discipline and what's universal when designing reflection tools for a particular profession?

The question came out of a real moment. The Career Design Lab's six tools worked at Dartmouth with liberal-arts undergraduates. Threshold's job was to take the same underlying methods and rebuild them for architecture students at Kent State.

Some things ported cleanly:

• Compression (paragraph → sentence → word still works).
• Card sorts (the format is general; only the content changes).
• Peer conversation (small-group reflection works in any cohort that already trusts each other a little).
• The basic structure of a deliberation sequence (wide → narrow → name → defend).

Some things didn't:

• The vocabulary. Architecture students don't think in "values"; they think in "decisions about practice." Translating one to the other isn't just a relabel; it's a different conceptual frame.
• The output. Architecture students need to evaluate firm types, practice models, and licensure paths, not job titles.
• The reflection ritual. Architecture students already have studio crit (see the earlier note). Layering a second formal reflection on top is redundant; it has to plug into the existing crit muscle, not compete with it.
• The pacing. A 12-week semester in architecture has different rhythms than a typical liberal-arts term, studio deadlines dictate the cycle.

What this pattern suggests: reflection methods are largely universal; reflection content is mostly discipline-specific. Build methods modular enough to swap content. Do not build the content into the tool. The lab's working hypothesis is that any new discipline-port can succeed if you keep the underlying methods (compression, sorting, mirroring, peer talk) and rebuild the surface (vocabulary, examples, rituals, outputs) from scratch with people from the field.

Open thread. Until the lab tries a third discipline, the universal-vs-specific split is half-evidence. The question that's actually blocking the next port: what's the equivalent of "the studio crit" in a profession that doesn't have one? Until we can name that for a specific field (landscape architecture? urban design? a medical residency?), the rebuild work is going to be slow.