* fix: dispatch execution_end hook on failed crew and flow executions
The `execution_end` interception point only fired after a successful
kickoff, so consumers never learned about failed runs. Crew kickoff
paths (`kickoff`/`akickoff`) and the flow runtime (`kickoff_async`,
`resume_async`) now dispatch it on the failure path too, with new
additive `status` ("completed"/"failed") and `error` fields on
`ExecutionEndContext`. Pairing flags guarantee exactly-once dispatch,
keep the start/end pairing invariant, and the original exception
propagates unchanged.
* fix: track execution_end pairing per invocation for reentrant flows
Reentrant kickoffs on the same Flow instance are supported (usage
aggregation already accommodates them), but the instance-level pairing
booleans let an inner kickoff's completion mark the outer execution as
ended, skipping the outer failure's `execution_end`. The pairing state
now lives in each `kickoff_async` invocation's locals, and the resume
path passes a per-invocation holder into `_resume_async_body`. Crew
keeps its instance flags since crew kickoffs are not reentrant on the
same instance (`kickoff_for_each` copies the crew).
* feat(skills)!: promote Skills Repository out of experimental
The registry-backed Skills Repository (crewai skill create/publish/
install/list, @org/name refs, global cache) is now mainline:
- CLI: `crewai skill ...` is a top-level group; the CREWAI_EXPERIMENTAL
gate and the now-empty `crewai experimental` group are removed.
- Runtime: registry.py, cache.py, and events.py move from
crewai.experimental.skills into crewai.skills next to the loader;
the require_experimental_skills() gate is gone.
crewai.experimental.skills remains as a deprecated re-export shim.
- Docs: concepts/skills now leads with the CLI workflow and documents
the create -> publish -> install lifecycle.
Linear: n/a (requested promotion)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* feat(skills): org-scoped publish only + docs in all languages
Skills are always scoped to the publishing organization, like tools:
drop the --public/--private flags from `crewai skill publish` and
always send is_public=False to the registry. CLI tests assert the flag
is rejected and the API never receives a public publish.
Translate the new CLI-first Quick Start and the create -> publish ->
install lifecycle section into ar, pt-BR, and ko concepts/skills docs.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* fix(skills): address review comments on the promotion PR
- Back-compat shim now aliases the old submodules in sys.modules so
`crewai.experimental.skills.registry/cache/events` imports (and patch
targets) resolve to the real crewai.skills modules, not just the
package-root re-exports.
- `crewai skill publish` actually enforces the git-state check that
--force claims to skip: unsynced repos block publishing (mirroring
tool publish); standalone skill dirs outside any git repo publish
without a check.
- Explicit UTF-8 encoding on SKILL.md and cache-metadata reads/writes.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* fix(skills): fail closed when git state cannot be validated on publish
Follow deploy's pattern: construct git.Repository(fetch=False) and only
treat "not a Git repository" as skippable — any other git error
(fetch/auth/misconfiguration) now blocks publish with a --force escape
hatch instead of silently bypassing the sync check.
Also single-style imports in the shim test (CodeQL) with the dotted
shim import covered via importlib.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* fix(skills): fetch before sync check on publish; bump mcp past advisories
Publish now refreshes remote-tracking refs (repository.fetch()) before
is_synced(), so ahead/behind is judged against the actual remote rather
than stale local refs; a failing fetch blocks publish with the --force
escape hatch. Adds a fail-closed test for fetch errors.
Raise mcp to >=1.28.1,<2 (locks 1.28.1): the ~=1.26.0 pin blocked
GHSA-hvrp-rf83-w775 / GHSA-jpw9-pfvf-9f58 (fixed 1.27.2) and
GHSA-vj7q-gjh5-988w (fixed 1.28.1), which were failing pip-audit on
this PR.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
Co-authored-by: Vinicius Brasil <vini@hey.com>
* docs: add Flows in Studio documentation
Documents the new Flows build mode in Studio: why deterministic
workflows with agentic steps matter, the three core node types
(Single Agent, Crews, Router), and Agent Repository publish/pull
sync across organizations.
Includes a rollout banner for the week of July 20th, English source
plus pt-BR, Korean, and Arabic translations, and nav entries for
both edge and v1.15.2 (Crew Studio group renamed to Studio).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
* docs: limit Flows in Studio docs to edge version
Versioned snapshots are updated by a separate script, so remove the
v1.15.2 copies and revert its nav changes; the page now lives only
under edge.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
---------
Co-authored-by: Claude Fable 5 <noreply@anthropic.com>
* docs: group execution hooks and document all hook contexts
The hooks pages sat flat in the learn nav and only documented the LLM
and tool call contexts, with examples built on the legacy decorators.
Groups them under a collapsible "Execution Hooks" section, adds
`step-hooks` and `execution-boundary-hooks` pages covering every hook
context from source, reworks the LLM and tool pages to lead with `@on`
while keeping the decorators, and links the orphaned
`before-and-after-kickoff-hooks` page into the group.
* docs: prefix hook cross-links with /en so they resolve in edge
The new edge-only hooks pages linked each other with versionless paths
like `/learn/step-hooks`, which mintlify resolves against the frozen
default version where those pages do not exist, breaking the CI link
check. Uses the `/en/learn/...` form the other edge pages already use.
* docs: use /edge prefix for links to edge-only hooks pages
The `/en/learn/...` form still resolves against the default frozen
version, where `step-hooks` and `execution-boundary-hooks` do not exist
yet, so the link checker kept failing. Links now use the explicit
`/edge/en/learn/...` form, matching how `consuming-streams.mdx` linked
to edge-only streaming pages before they were frozen.
* feat: add pre_step and post_step interception points on task execution
Introduces `StepContext` and the two step points in the dispatcher, and
wires them around agent execution in `task.py` (sync and async paths):
`pre_step` fires after `TaskStartedEvent` with the task context as
payload, `post_step` fires before `TaskCompletedEvent` with the
`TaskOutput`, and hook replacements are rebound in both directions.
* feat: wire pre_step and post_step on flow method execution
Dispatches the step points around each flow method with
kind="flow_method": `pre_step` receives the dumped call params and maps
returned edits back onto args/kwargs, `post_step` can rewrite the method
result before it is recorded. Conformance tests cover per-method firing
and output rewriting.
* docs: rework execution hooks page around the @on api
Replaces the standalone interception hooks catalog with a single
`execution-hooks.mdx` page that teaches `@on` as the primary way to
write hooks, covering the full ten-point catalog across task, flow, and
LLM execution. The legacy per-point decorators stay documented in a
closing section, and the `docs.json` navigation drops the removed page.
* Support legacy OpenAI base URL env var
* Add custom OpenAI-compatible endpoint support
* Refactor OpenAI completion module test to restore original module state
- Added logic to save and restore the original OpenAI completion module during the test to prevent issues with class re-imports affecting subsequent tests.
- Ensured that the test checks for the presence of the module and its attributes only after the module is properly reloaded.
- Improved test reliability by avoiding potential failures due to module state changes across tests.
* addressing comments
* docs: rename ACP rules to policies across edge and v1.15.1 locales with redirects
* docs: point ACP policies pages at the new policy screenshots
* docs: address review — revert frozen v1.15.1 edits and fix redirect ordering
* docs: prefix edge policies cross-links so they resolve until the next version cut
* docs: move policies redirects above all wildcard redirects
JSON-formatted stdout is now the only supported log shape in CrewAI
Enterprise — the `CREWAI_LOG_FORMAT=json` opt-in env var is gone and
no longer needs to be configured in AMP. Removes the "Enabling JSON
output" section, the env-var setup step, the troubleshooting check,
and the `legacy text mode` comparison across the four locale copies
(`en`, `ko`, `pt-BR`, `ar`) of `docs/edge/<lang>/enterprise/guides/datadog.mdx`.
The page itself already landed on main via #6247. This rebases onto main
and applies the two remaining changes:
- Nest crew-studio + merged-step-card into a collapsible "Crew Studio"
nav group (pencil icon), across edge and v1.14.7 in en, pt-BR, ko, ar.
- Remove the temporary "Rolling out" Note banner (feature ships today).
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Currently, tools have a strong input contract through `args_schema`, but no
output contract. This means that anything a tool outputs is converted to
string.
Not only the contract is weak, but the "invisible" conversion to string can
have unexpected effects when the tool returns complex objects like dicts and
arrays.
With this PR, a tool can _optionally_ define an output contract with
`output_schema`. CrewAI validates the raw result and sends the agent JSON.
```python
class ProductResult(BaseModel):
sku: str
name: str
in_stock: bool
class ProductLookupTool(BaseTool):
name: str = "Product Lookup"
description: str = "Look up product availability by SKU."
def _run(self, sku: str) -> ProductResult:
return ProductResult(sku=sku, name="USB-C dock", in_stock=True)
```
If the result does not match the schema, CrewAI warns and falls back to
`str(raw_result)` instead of failing the run:
```python
@tool("Product Lookup", output_schema=ProductResult)
def product_lookup(sku: str) -> dict[str, object]:
return {"sku": sku, "name": "USB-C dock", "in_stock": True}
#=> RuntimeWarning: Failed to validate or serialize output from tool 'Bad Product Lookup' using output_schema 'ProductResult'... Falling back to str(raw_result).
```
This is additive and non-breaking. Existing tools do not need to change. Tools
without `output_schema` keep the old string behavior. Invalid typed outputs
warn and fall back to the old formatting path.
* docs: add "One Card per Step" Studio page (AGE-107)
Document the merge of the task and agent nodes into a single step card on
the Studio canvas. Written as evergreen present-tense feature docs with a
dated rollout banner (June 24th) for the pre-launch customer announcement;
the banner is the only time-bound content and is flagged for removal after
ship. Added in edge + v1.14.7 across en, pt-BR, ko, and ar, with nav entries
in docs.json and three canvas/editor/swap screenshots.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
* fix: bump bedrock agentcore dependencies
---------
Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Co-authored-by: alex-clawd <alex@crewai.com>
Adds a consolidated `datadog.mdx` under `docs/edge/{en,pt-BR,ko,ar}/enterprise/guides/`
covering both the Datadog Agent path (stdout JSON logs via `CREWAI_LOG_FORMAT=json`)
and the Datadog OTLP intake, with a JSON log schema reference and a ready-to-import
operations dashboard (`datadog_dashboard.json`). Reframes `capture_telemetry_logs.mdx`
to lead with OpenTelemetry as the vendor-neutral path and point readers to the new
Datadog page for that ecosystem's setup.
* feat: update pyproject.toml to specify wheel targets
Added a new section to the pyproject.toml file to include only specific files in the wheel build, enhancing the packaging process. Updated tests to verify the inclusion of these targets.
* feat: add memory save event handling to activity log
Implemented event handlers for MemorySaveStartedEvent, MemorySaveCompletedEvent, and MemorySaveFailedEvent in the crew_run_tui module. This allows the application to log memory save operations, capturing their status and details in the activity log. Added corresponding tests to verify the correct logging behavior for successful and failed memory saves.
* feat: enhance memory save event handling in activity log
Added functionality to suppress nested memory save events and updated the handling of MemorySaveStartedEvent, MemorySaveCompletedEvent, and MemorySaveFailedEvent to improve logging accuracy. Introduced new tests to verify the correct behavior of memory save events, including scenarios for nested events and completion updates for timed-out entries.
* Fix memory save activity log handling
* Normalize alpha package versions
* Update scaffolded crew dependency
* feat: add button to copy setup instructions for CrewAI coding agents
Introduced a button in the documentation that allows users to easily copy setup instructions for CrewAI coding agents. The instructions include installation steps, environment setup, and best practices for using the CrewAI CLI. This enhancement aims to streamline the onboarding process for new users.
* Improve missing CrewAI install guidance
* fix: address pr review feedback
* fix: avoid mismatched memory save rows
* fix: wait for queued memory save events
* fix: avoid matching memory saves on missing ids
* chore: normalize prerelease version to 1.14.8a1
* feat: adopt directory-based docs versioning with Edge channel
Switch docs.crewai.com from navigation-only versioning (every version
selector entry rendered the same docs/<lang>/* source files) to
Mintlify's directory-based versioning so each version selector entry
renders its own snapshot. Add an "Edge" channel under docs/edge/<lang>/*
that always reflects main HEAD for unreleased work, eliminating
pre-release leakage onto frozen release labels. External links to
canonical /<lang>/* URLs are preserved via wildcard redirects that
always land on the current default version.
Layout:
- docs/edge/<lang>/* rolling source (you edit here)
- docs/edge/enterprise-api.*.yaml
- docs/v<X.Y.Z>/<lang>/* frozen, immutable snapshots
- docs/v<X.Y.Z>/enterprise-api.*.yaml
- docs/images/ shared, append-only
- docs/docs.json nav + redirects
URLs follow the Mintlify-idiomatic shape: /edge/<lang>/<page> for
Edge, /v<X.Y.Z>/<lang>/<page> for every frozen snapshot. The wildcard
redirects /<lang>/:slug* -> /<default>/<lang>/:slug* keep stale links
working, and every freeze rewrites them (plus all per-section/per-page
redirects) so destinations always resolve to the current default
without depending on a second redirect hop.
Release flow integration (devtools release):
- New module crewai_devtools.docs_versioning.freeze() materialises
docs/v<X.Y.Z>/ from docs/edge/, rewrites openapi: refs inside the
snapshot, inserts the version into every language block in
docs.json, and refreshes all redirect destinations.
- _update_docs_and_create_pr() in cli.py now calls that freeze during
Phase 2 of devtools release. Edge changelogs are updated first (so
the snapshot freeze picks them up), then the snapshot is staged
alongside docs.json, branched as docs/freeze-v<X.Y.Z>, and the PR
is titled [docs-freeze] docs: snapshot and changelog for v<X.Y.Z>
— the title prefix the new CI guard reads.
- The PR still gates tag, GitHub release, PyPI publish, and the
enterprise release as before; no new PRs are added.
- Pre-releases (1.X.YaN, 1.X.YbN, ...) skip the snapshot — they ride
Edge — and the docs PR title omits the [docs-freeze] prefix.
- docs_check (AI-generated docs scaffolding) writes to
docs/edge/<lang>/* so newly-generated unreleased docs land in Edge
and never accidentally touch a frozen snapshot.
Migration scripts (one-shot):
- scripts/docs/freeze_historical_versions.py reconstructs all 16
historical snapshots (v1.10.0 .. v1.14.7) from git tags via
git archive | tar, rewriting openapi: MDX refs so each snapshot
reads its own enterprise-api YAML rather than the live one.
- scripts/docs/prefix_version_paths.py one-shot-migrates docs.json:
rewrites every page path in 16 versioned blocks to point under
docs/v<X.Y.Z>/, inserts a new Edge entry per language, tags
v1.14.7 as Latest (default), prunes pages whose target file
doesn't exist in the snapshot (e.g. docs/ar/ didn't exist before
v1.12.0), and writes the wildcard + per-section redirects.
- scripts/docs/freeze_current_edge.py is now a thin CLI wrapper
around docs_versioning.freeze for manual one-off freezes (e.g.
retroactively snapshotting a forgotten release).
CI guards (.github/workflows/docs-snapshots.yml):
- Frozen snapshots under docs/v[0-9]*/ are immutable; only PRs whose
title contains [docs-freeze] (i.e. release-cut PRs generated by
devtools release or the manual wrapper) may modify them.
- Images under docs/images/ are append-only since snapshots share a
single image directory. Deleting or renaming an image breaks every
historical snapshot that still references it.
Restored docs/images/crewai-otel-export.png from PR #3673; it was
deleted in PR #4908 but v1.10.0 / v1.10.1 snapshots still reference
it. Restoring instead of editing the snapshots preserves historical
rendering fidelity and validates the new append-only rule
retroactively.
Tests:
- lib/devtools/tests/test_docs_versioning.py covers the freeze: file
copy, openapi rewrite, version insertion, default demotion, redirect
upserts, per-section redirect rewriting, idempotency, and invalid
inputs.
Verified locally with mintlify broken-links: 0 broken links across
the full site (Edge + 16 frozen versions, 4 locales).
AGENTS.md (repo root) is the contributor guide for the new model;
RELEASING.md is the release-cut runbook; README's Contribution
section links to both.
Co-authored-by: Cursor <cursoragent@cursor.com>
* style: resolve linter issues
---------
Co-authored-by: Cursor <cursoragent@cursor.com>
