fleet-memory/hindsight-api-slim/hindsight_api
Kagura 585ac76f39
fix(claude-code): implement tool_choice support for forced tool calls (#733)
* fix(claude-code): implement tool_choice support for forced tool calls

The call_with_tools() method now properly handles the tool_choice parameter
to force specific tool calls. Previously, the parameter was accepted but ignored,
causing the reflect agent to fail when trying to force specific tools on each
iteration.

Fixes #732

Changes:
- When tool_choice forces a specific function: filter allowed_tools to only
  that tool (with mcp prefix) and add a strong system prompt instruction
- When tool_choice is 'required': add instruction that model must call at
  least one tool
- When tool_choice is 'none': clear allowed_tools and mcp_servers to disable
  all tools
- When tool_choice is 'auto' (default): no change (existing behavior)

This matches the approach used in the OpenAI provider while adapting to the
Claude Agent SDK's lack of native tool_choice parameter by using allowed_tools
filtering and system prompt instructions.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* style: fix ruff formatting in alembic migration

---------

Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-30 10:30:53 +02:00
..
admin fix(migrations): bypass PgBouncer for advisory locks via MIGRATION_DATABASE_URL (#726) 2026-03-27 16:01:38 +01:00
alembic fix(claude-code): implement tool_choice support for forced tool calls (#733) 2026-03-30 10:30:53 +02:00
api feat: add audit log for feature usage tracking (#717) 2026-03-27 09:52:03 +01:00
engine fix(claude-code): implement tool_choice support for forced tool calls (#733) 2026-03-30 10:30:53 +02:00
extensions fix(migrations): bypass PgBouncer for advisory locks via MIGRATION_DATABASE_URL (#726) 2026-03-27 16:01:38 +01:00
webhooks feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
worker Fix orphaned batch_retain parents when child fails via unhandled exception (#618) 2026-03-19 14:55:26 +01:00
__init__.py Release v0.4.20 2026-03-24 09:19:14 +01:00
banner.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
config.py feat: add max_observations_per_scope bank config (#729) 2026-03-30 10:29:56 +02:00
config_resolver.py feat(retain): verbatim, chunks modes and named retain strategies (#593) 2026-03-17 18:08:25 +01:00
daemon.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
main.py docs: add supported platforms and Windows installation guide (#700) 2026-03-26 12:01:30 +01:00
mcp_local.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
mcp_tools.py feat: add audit log for feature usage tracking (#717) 2026-03-27 09:52:03 +01:00
metrics.py feat(retain): delta retain — skip LLM for unchanged chunks on upsert (#701) 2026-03-26 13:50:55 +01:00
migrations.py fix(migrations): bypass PgBouncer for advisory locks via MIGRATION_DATABASE_URL (#726) 2026-03-27 16:01:38 +01:00
models.py fix: MCP tool calls fail when MCP_AUTH_TOKEN and TENANT_API_KEY differ (#635) 2026-03-20 18:36:05 +01:00
pg0.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
server.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
tracing.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00
utils.py feat: introduce hindsight-api-slim and hindsight-all-slim packages (#560) 2026-03-13 13:50:03 +01:00