hermes-agent/website/docs
teknium1 e869accc1a feat(tools): skills-style catalog listing for tool_search progressive disclosure
Deferred MCP/plugin tools become invisible once the tool_search bridge
activates — live benchmarking (48 runs, Claude Haiku 4.5) showed models
substituting visible core tools (terminal/web_search/browser) for deferred
capabilities or declaring them nonexistent instead of searching: 16/24
task success vs 24/24 with eager loading.

Skills never had this failure mode because every skill keeps a ~21-token
name+description listing line in the system prompt. This ports that exact
pattern to the tool bridge: when tool_search activates, a grouped manifest
of every deferred tool (name + first sentence of description, clipped to
60 chars, grouped per MCP server / toolset) is embedded in the tool_search
bridge description.

- tools/tool_search.py: build_catalog_listing() with deterministic
  ordering (byte-stable across assemblies -> prompt prefix stays
  cacheable); token-budget fallbacks full -> names-only -> legacy bare
  count; bridge_tool_schemas(listing=...) embeds it and instructs the
  model to skip tool_search when the exact name is visible (one fewer
  round-trip per use)
- config: tools.tool_search.listing auto|on|off (default auto),
  listing_max_tokens (default 4000, clamped 200..20000); legacy bool
  shapes keep working
- tests: 8 new tests (config parsing/clamps, short-desc clipping,
  deterministic rendering, budget fallbacks, bridge embedding, assembly
  on/off paths); full file green (47 passed)
- docs: tool-search.md config table + rationale
- scripts/tool_search_livetest2.py: benchmark harness v2 with real
  per-call token accounting (normalize_usage spy) and a third 'listing'
  mode for A/B/C comparison
2026-07-26 08:26:09 -07:00
..
developer-guide fix(api-server): expose model options inventory 2026-07-24 11:20:07 -07:00
getting-started Reapply "Merge pull request #30179 from NousResearch/feat/iron-proxy" 2026-07-24 09:49:00 -07:00
guides rip out brew + pip/PyPI wheel support (#68217) 2026-07-22 16:51:01 -04:00
integrations rip out brew + pip/PyPI wheel support (#68217) 2026-07-22 16:51:01 -04:00
reference docs(acp): document HERMES_ACP_SKIP_CONFIGURED_MCP for ACP hosts 2026-07-24 15:51:20 -07:00
user-guide feat(tools): skills-style catalog listing for tool_search progressive disclosure 2026-07-26 08:26:09 -07:00
index.mdx feat(docs): clarify platform support 2026-06-26 11:37:56 -07:00
user-stories.mdx docs(website): add User Stories and Use Cases collage page (#18282) 2026-04-30 23:56:59 -07:00