KeiSeiKit-1.0/_blocks/mode-first-principles.md
Parfii-bot 0be354a920 KeiSeiKit-public — clean state
Single-commit clean baseline after security scrub of niche-tells,
project codenames, internal jargon, and contributor-email leaks.

Contents:
- 100 Rust crates (_primitives/_rust/)
- 37 agent manifests (_manifests/) + generated specs (_generated/)
- 67 user-invocable skills (skills/)
- 33 hooks (hooks/)
- Composition blocks (_blocks/)
- Documentation (docs/, README.md)
- TS adapter packages (_ts_packages/)
- Assembler (_assembler/)
- Roles (_roles/)
- Templates (_templates/)
- Forgejo CI (.forgejo/)

Author: Denis Parfionovich <info@greendragon.info>

License: see LICENSE.
2026-05-01 12:09:03 +08:00

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# MODE — First Principles
Before reasoning by analogy or consensus, derive from invariants.
For every design decision, ask:
- What is the physical / mathematical / informational constraint that forces this?
- Why does it have to work this way, not another?
- What would change if the constraint were relaxed or removed?
Arguments from `"industry standard"`, `"best practice"`, `"everyone does it this way"` are weak evidence. Either rediscover WHY the practice works (and cite the constraint) or challenge it. Accepting a pattern because it is common is not reasoning — it is mimicry.
Cite the constraint explicitly in the report:
- `"Latency floor: single-RTT = 2·(d/c) ≈ 80 ms over 12 000 km — no software fix."`
- `"Memory-hierarchy: L1 = 32 KB, working set exceeds → cache miss unavoidable."`
- `"CAP: partition + consistency → availability must yield."`
Not `"it is usually done this way"`. That is not a constraint, that is a habit.
**Operational test:** for every non-trivial decision, write one line naming the invariant. If you cannot name it, the decision is either free (pick cheapest) or inherited (say from where).