Read text files with the encoding utf-8-sig so a BOM at the start of a
file does not cause a Unicode decode error (Windows editors add BOMs).
Reconstructed from ethie/pm commits 48a32b135b + 013219e814 onto the
current upstream/main base: only the utf-8 -> utf-8-sig transforms were
carried (370 exact line pairs across 205 files); pm-rename hunks that
rode in the original commit were left to the pm-store commit, and
utf8sig hunks entangled with content changes ride their owning commit.
Rebuilt on ethie/pm-clean off ac6c8028e0 (upstream/main).
tool_search now takes queries: string[] (searched independently against
the same catalog, limit applies per query, default 5 / max 25) and
returns the split shape: per-query groups carry tool names only, one
shared tools map holds each matched tool's source, description (400-char
cap) and required parameter names once. When some queries miss, a single
top-level available_sources + hint block replaces the old per-response
fallback.
tool_describe now takes names: string[] and returns a map keyed by name;
unknown names collect in not_found (with the refresh hint) and
non-deferrable names keep their per-name spelling-check error in errors,
so one bad name no longer fails the whole call. Duplicates dedupe
silently.
The shared tokenizer now applies Snowball stemming (english, exact-pinned
snowballstemmer) at both index and query time, closing the measured
plural/singular miss where 'issues' failed to return create_issue. The
inline BM25 is unchanged. Stemmer instances are thread-local (they carry
mutable parse state and bridge dispatch can run on parallel tool-call
threads).
New config knobs under tools.tool_search: max_queries / max_describe_names
(default 10 each, floor 1, no upper clamp) bound the per-call array
inputs; over-cap calls error so the model repairs in one round-trip.
No backward compatibility with the single query/name shapes, by decision.
scripts/analyze_livetest.py renders both shapes since transcripts on disk
may predate this change.
ruff check --fix --select F541 . on current main. Pure prefix removals;
adjacent-string concatenations keep the f only on interpolating fragments.
No string content or live placeholder altered.
Brings in the tool_search live-test harness from the original PR but leaves
out the 11 checked-in scripts/out/*.json transcript files — those are
non-deterministic model output that goes stale the moment the model changes
and were the bulk of the diff. scripts/out/ is now gitignored so a harness
run never re-commits them.
Fixes on top:
- API-key loading goes through hermes_cli.env_loader.load_hermes_dotenv
instead of hand-parsing ~/.hermes/.env and assigning the value to a local.
The canonical loader never materializes the secret in a local variable in
this module, which clears the four CodeQL high alerts
(py/clear-text-storage / py/clear-text-logging-sensitive-data at the
transcript write/print sites — they were tracing the key from the
hand-rolled parser into the records) and removes a hand-rolled parser.
- encoding='utf-8' on every write_text/read_text in both harness scripts
(Windows-footgun hygiene).
Co-authored-by: teknium1 <127238744+teknium1@users.noreply.github.com>
