Joao Moura bc99c4b98a docs: trim comments and docstrings on tool-failure signalling ...

Prose only -- no behavior change. Cut the module docstring, the longer
class and method docstrings, the multi-line inline comments, and the
verbose Field descriptions down to what actually earns its place. Net 87
lines lighter.

Kept the "why" in every case where the reason is non-obvious (why the
event fires before a raise, why the policy reads through the tool wrapper,
why the bus needs draining in tests) and dropped the restatements of what
the code already says.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ETacm2dMASfpMAYUiDu5YG

2026-07-29 08:58:21 -07:00

..

a2a

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

agents

fix(skills): resolve registry skills through the runtime's CrewAI+ client (#6658)

2026-07-26 13:27:29 -03:00

cassettes

Lorenze/feat/conversational flows (#5896)

2026-06-03 11:53:16 -07:00

cli

Add organization ID param to PlusAPI client (#6561)

2026-07-16 12:12:29 -03:00

config

…

crew

…

events

Lorenze/imp/skills progressive disclosure (#6675)

2026-07-28 09:33:43 -07:00

experimental

feat(skills)!: promote Skills Repository out of experimental (#6579)

2026-07-17 14:21:15 +00:00

hooks

fix: dispatch execution_end hook on failed crew and flow executions (#6607)

2026-07-21 15:25:06 -04:00

knowledge

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

llms

fix(openai): recover from the GPT-5.6 tools + reasoning_effort 400 (#6660)

2026-07-26 12:48:17 -03:00

mcp

feat(tools): surface tool failures instead of reporting them as success

2026-07-28 23:02:59 -07:00

memory

JSON crew fixes (#6217)

2026-06-18 14:14:54 -03:00

pipeline

…

project

Add repository agents to flow definitions (#6437)

2026-07-02 14:28:01 -07:00

rag

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

security

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

skills

Lorenze/imp/skills progressive disclosure (#6675)

2026-07-28 09:33:43 -07:00

storage

…

task

fix(task): use acall for output conversion in async paths

2026-05-04 18:42:12 +08:00

telemetry

ensure we are writing version for flows (#6467)

2026-07-06 18:47:27 -07:00

tools

docs: trim comments and docstrings on tool-failure signalling

2026-07-29 08:58:21 -07:00

tracing

Lorenze/feat/conversational flows (#5896)

2026-06-03 11:53:16 -07:00

utilities

fix(skills): resolve registry skills through the runtime's CrewAI+ client (#6658)

2026-07-26 13:27:29 -03:00

__init__.py

…

test_agent_multimodal.py

…

test_async_human_feedback.py

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

test_callback.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_checkpoint_cli.py

refactor: extract CLI into standalone crewai-cli package

2026-05-06 20:46:46 +08:00

test_checkpoint.py

Validate flow CEL expressions at definition load time (#6224)

2026-06-18 12:18:22 -07:00

test_context.py

…

test_crew_multimodal.py

Fix structured output leaks in tool-calling loops (#5897)

2026-05-27 13:20:53 -07:00

test_crew_thread_safety.py

…

test_crew.py

fix(tools)!: make tool-result caching opt-in instead of on by default (#6509)

2026-07-10 17:37:36 -07:00

test_custom_llm.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_event_record.py

feat(events): add reset_runtime_state to release accumulated bus state

2026-06-10 16:12:28 -07:00

test_flow_ask.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_flow_conversation.py

fix(flow): don't double-append the turn reply when a handler trims history (#6510)

2026-07-10 20:01:07 -07:00

test_flow_default_override.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_flow_definition.py

Remove redundant CEL text helper (#6528)

2026-07-13 14:29:36 -04:00

test_flow_from_definition.py

Remove redundant CEL text helper (#6528)

2026-07-13 14:29:36 -04:00

test_flow_human_input_integration.py

Implement message setup and feedback handling in AgentExecutor (#6465)

2026-07-06 15:28:37 -07:00

test_flow_multimodal.py

…

test_flow_persistence_factory.py

feat(storage): pluggable default backends for memory, knowledge, rag, flow (#6079)

2026-06-08 21:14:13 -05:00

test_flow_persistence.py

Remove StateProxy from flow state access (#6327)

2026-06-24 16:37:51 -07:00

test_flow_resumability_regression.py

…

test_flow_usage_metrics.py

fix: aggregate token usage across all LLM calls (#6122)

2026-06-12 12:55:22 -04:00

test_flow_visualization.py

Require explicit CrewAI project definitions (#6358)

2026-06-26 12:07:03 -07:00

test_flow.py

Drain memory writes before kickoff and flow completion events (#6497)

2026-07-09 15:01:14 -04:00

test_guardrail_serialization.py

fix: serialize guardrail callables as null for JSON checkpointing

2026-04-28 14:57:49 +08:00

test_hallucination_guardrail.py

…

test_human_feedback_decorator.py

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

test_human_feedback_integration.py

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

test_imports.py

…

test_llm_streaming_finish_reason.py

feat(otel): surface real finish_reason + sampling params + response.id on LLM events (#5945)

2026-06-05 07:23:38 -04:00

test_llm.py

JSON first crews (#6131)

2026-06-14 04:19:48 -03:00

test_markdown_task.py

…

test_multimodal_validation.py

…

test_project.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_stream_frames.py

Define stream frame protocol for flows (#6391)

2026-06-30 10:53:48 -07:00

test_streaming_integration.py

Define stream frame protocol for flows (#6391)

2026-06-30 10:53:48 -07:00

test_streaming.py

Define stream frame protocol for flows (#6391)

2026-06-30 10:53:48 -07:00

test_task_guardrails.py

chore(crewai): drop self-explanatory comments

2026-05-26 10:23:33 -07:00

test_task.py

feat(tools): surface tool failures instead of reporting them as success

2026-07-28 23:02:59 -07:00

test_tool_cache_default.py

fix(tools)!: make tool-result caching opt-in instead of on by default (#6509)

2026-07-10 17:37:36 -07:00

test_usage_shape_parity.py

fix(output): expose token usage under both names on agent and crew results (#6507)

2026-07-10 20:29:34 -03:00

utils.py

fix: add GPT-5 and o-series to multimodal vision prefixes (#5183)

2026-04-01 18:08:37 -03:00