C5. `bundlemap.build_map` lists a bundle in its own words: one line per
source document -- its name, then the titles of its concepts in document
order -- and documents whose names differ only in their numbers (a changelog
per release, a note per week) as ONE line: the name with every number as `#`,
the count, the first and last by natural order, and the titles across the
series that are words. `SERIES_MIN` = 5, at most `TITLES_PER_LINE` = 24 titles
a line, the lines capped at `MAP_MAX_BYTES` = 48 000 together with
`lines_truncated` counting the rest. Derived on every call, never stored.
The card (`okf card`, `okf_describe`) carries it as `map` and no longer
carries `source_files`: that list named every document a second time with no
series collapsed, a quarter of the reply on a large bundle, for names the map
already carries. Chose removal over keeping both because the describe reply
has to fit a client's tool-reply limit and the map says more.
The working method now reads: take the map first (`okf card`, or
`okf_describe`), write two to four sub-questions in its words, and send them
in ONE call (`--question` repeated, or `okf_ask` `questions`). Changed in the
skill template, the generated `skills/okf-consume`, and the server
instructions (held under the 2 KB a client keeps). The regeneration recipe for
`skills/okf-consume` gains `--for-bundle`: since v1.1 the generator writes the
generic skill by default, so the recipe as published produced the other file.
A test holds a four-sub-question `okf_ask` over concepts far over the passage
size under 50 000 bytes of reply text (25 000 tokens at a pessimistic two
bytes a token). The real-collection measurements are kept in local state.
Suite on a clean tree after `git add`: 2429 passed, 2 skipped, 4 xfailed.
ruff, ruff format, mypy --strict clean.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Kjell Tore Guttormsen
da6faf8776