Design for the directive hot-swap harness (Campaign A) + scope for the
4-video analysis campaign (Campaign B). Two parallel campaigns sharing a
theme (encoding information densely for LLMs) but tracked independently.
Campaign A (Track A-1): directive harvest + conductor/directives/ scaffold
+ preset markdown system + role-prompt 'warm with:' bootstrap. No scripts,
no TOML — markdown-only, LLM-native. Duplicates current directives as v1
variants; alternative encodings (v2+) added over time as experiments.
Campaign B: 4 new videos (entropy/compression, LeCun world models, LeCun
vs LLMs, recursive self-improvement). Follows the established 3-pass
pattern from the previous 12-video campaign. Separate track spec.
Cross-campaign: video insights may surface alternative encoding strategies;
the harness design mirrors the video campaign's deobfuscation pattern
(same content, different encoding).
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