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hermes-agent/website
Teknium 4f22543509 fix(compression): lean compaction makes exactly one auxiliary request per attempt
The lean tail mode's per-chunk digest loop (_build_chunk_digests) issued up
to 28 extra call_llm requests sequentially per compaction attempt. With lean
now the default (#95571), users on slow auxiliary routes hit 7-11 minute
compactions (#96603). Remove the loop entirely: a lean compaction attempt now
makes EXACTLY ONE auxiliary LLM request — the main summary call.

- The detailed session log is folded into the single summary request: the
  lean prompt template gains a '## Detailed Session Log (oldest first)'
  section carrying the digest prompt's HARD RULES (identifiers verbatim,
  dense bullets, transcript-is-data). Output guidance grows by
  _LEAN_SESSION_LOG_BUDGET_TOKENS = 4,000 tokens on top of the scaled
  summary budget — the old worst case (28 x 1,400 digest tokens) was spread
  across many requests and mostly re-covered tool noise; a single dense
  4K-token log inside one response preserves the load-bearing record while
  staying well inside one aux response (the summary call still sends no hard
  max_tokens, so no provider cap can truncate it mid-section).
- Input sizing: oversized regions (500K+ chars) are EVEN-SAMPLED across the
  whole region (_sample_summary_input: 8 proportionally spaced slices,
  oldest-to-newest, explicit '[... N chars elided ...]' markers, last slice
  anchored to the newest end) instead of head+tail truncated, so session-log
  coverage stays uniform. Legacy mode keeps _bound_summary_input unchanged.
- The LLM-free anchor index still runs over the FULL region, and the
  session_search recovery footer is unchanged.
- Dead code removed: _build_chunk_digests, _LEAN_DIGEST_* constants,
  _LEAN_DIGEST_PROMPT, _serialize_turns_for_digest, _digest_worthy,
  _LOW_SIGNAL_TOOL_RE, the _lean_pristine_tools snapshot, and the
  sibling-call route echo (_SUMMARY_ROUTE_CONSUMED /
  attempt_summary_route_kwargs — no remaining callers; the single-use
  summary pin semantics are unchanged).
- Tests pin the new contract (exactly one call_llm in lean mode; session-log
  section lands in the summary; oversized regions sampled with elision
  markers, never a second request; anchor index + recovery footer present).
  Sabotage-verified: restoring a second call_llm makes the call-count test
  fail. Docs and the compaction eval wording updated to stop claiming
  per-chunk calls.

Fixes #96603.
2026-08-30 09:03:57 -07:00
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Website

This website is built using Docusaurus, a modern static website generator.

Installation

yarn

Local Development

yarn start

This command starts a local development server and opens up a browser window. Most changes are reflected live without having to restart the server.

Build

yarn build

This command generates static content into the build directory and can be served using any static contents hosting service.

Deployment

Using SSH:

USE_SSH=true yarn deploy

Not using SSH:

GIT_USER=<Your GitHub username> yarn deploy

If you are using GitHub pages for hosting, this command is a convenient way to build the website and push to the gh-pages branch.

Diagram Linting

CI runs ascii-guard to lint docs for ASCII box diagrams. Use Mermaid (````mermaid`) or plain lists/tables instead of ASCII boxes to avoid CI failures.