Document FSP lifecycle, SHM publication, backfill ordering,
causal signal-processing semantics, and deterministic tests.
Record research directions separately from implementation and
expose the package through the relative Claude skill symlink.
(this commit msg was generated in some part by `codex` using
`gpt-6` (`openai`))
