chore: renaming inject_trigger_input to allow_crewai_trigger_context (#3353)

* chore: renaming inject_trigger_input to allow_crewai_trigger_context

* test: add missing cassetes

src/crewai/crew.py

@@ -642,7 +642,7 @@ class Crew(FlowTrackable, BaseModel):
                 self._inputs = inputs
                 self._interpolate_inputs(inputs)
             self._set_tasks_callbacks()
-            self._set_inject_trigger_input_for_first_task()
+            self._set_allow_crewai_trigger_context_for_first_task()
 
             i18n = I18N(prompt_file=self.prompt_file)
 
@@ -1513,9 +1513,9 @@ class Crew(FlowTrackable, BaseModel):
         for ks in knowledges:
             ks.reset()
 
-    def _set_inject_trigger_input_for_first_task(self):
+    def _set_allow_crewai_trigger_context_for_first_task(self):
         crewai_trigger_payload = self._inputs and self._inputs.get("crewai_trigger_payload")
-        able_to_inject = self.tasks and self.tasks[0].inject_trigger_input is None
+        able_to_inject = self.tasks and self.tasks[0].allow_crewai_trigger_context is None
 
         if self.process == Process.sequential and crewai_trigger_payload and able_to_inject:
-            self.tasks[0].inject_trigger_input = True
+            self.tasks[0].allow_crewai_trigger_context = True

src/crewai/task.py

@@ -72,7 +72,7 @@ class Task(BaseModel):
         output_pydantic: Pydantic model for task output.
         security_config: Security configuration including fingerprinting.
         tools: List of tools/resources limited for task execution.
-        inject_trigger_input: Optional flag to control crewai_trigger_payload injection.
+        allow_crewai_trigger_context: Optional flag to control crewai_trigger_payload injection.
                               None (default): Auto-inject for first task only.
                               True: Always inject trigger payload for this task.
                               False: Never inject trigger payload, even for first task.
@@ -167,7 +167,7 @@ class Task(BaseModel):
     end_time: Optional[datetime.datetime] = Field(
         default=None, description="End time of the task execution"
     )
-    inject_trigger_input: Optional[bool] = Field(
+    allow_crewai_trigger_context: Optional[bool] = Field(
         default=None,
         description="Whether this task should append 'Trigger Payload: {crewai_trigger_payload}' to the task description when crewai_trigger_payload exists in crew inputs.",
     )
@@ -558,7 +558,7 @@ class Task(BaseModel):
         """
         description = self.description
 
-        should_inject = self.inject_trigger_input
+        should_inject = self.allow_crewai_trigger_context
 
         if should_inject and self.agent:
             crew = getattr(self.agent, 'crew', None)

tests/agent_test.py

@@ -1210,7 +1210,7 @@ Thought:<|eot_id|>
 
 
 @pytest.mark.vcr(filter_headers=["authorization"])
-def test_task_inject_trigger_input():
+def test_task_allow_crewai_trigger_context():
     from crewai import Crew
 
     agent = Agent(
@@ -1223,7 +1223,7 @@ def test_task_inject_trigger_input():
         description="Analyze the data",
         expected_output="Analysis report",
         agent=agent,
-        inject_trigger_input=True
+        allow_crewai_trigger_context=True
     )
     crew = Crew(agents=[agent], tasks=[task])
     crew.kickoff({"crewai_trigger_payload": "Important context data"})
@@ -1235,7 +1235,7 @@ def test_task_inject_trigger_input():
 
 
 @pytest.mark.vcr(filter_headers=["authorization"])
-def test_task_without_inject_trigger_input():
+def test_task_without_allow_crewai_trigger_context():
     from crewai import Crew
 
     agent = Agent(
@@ -1248,7 +1248,7 @@ def test_task_without_inject_trigger_input():
         description="Analyze the data",
         expected_output="Analysis report",
         agent=agent,
-        inject_trigger_input=False
+        allow_crewai_trigger_context=False
     )
 
     crew = Crew(agents=[agent], tasks=[task])
@@ -1262,7 +1262,7 @@ def test_task_without_inject_trigger_input():
 
 
 @pytest.mark.vcr(filter_headers=["authorization"])
-def test_task_inject_trigger_input_no_payload():
+def test_task_allow_crewai_trigger_context_no_payload():
     from crewai import Crew
 
     agent = Agent(
@@ -1275,7 +1275,7 @@ def test_task_inject_trigger_input_no_payload():
         description="Analyze the data",
         expected_output="Analysis report",
         agent=agent,
-        inject_trigger_input=True
+        allow_crewai_trigger_context=True
     )
 
     crew = Crew(agents=[agent], tasks=[task])
@@ -1289,7 +1289,7 @@ def test_task_inject_trigger_input_no_payload():
 
 
 @pytest.mark.vcr(filter_headers=["authorization"])
-def test_do_not_inject_trigger_input_for_first_task_hierarchical():
+def test_do_not_allow_crewai_trigger_context_for_first_task_hierarchical():
     from crewai import Crew
 
     agent1 = Agent(role="First Agent", goal="First goal", backstory="First backstory")
@@ -1350,7 +1350,7 @@ def test_first_task_auto_inject_trigger():
     assert "Trigger Payload:" not in second_prompt
 
 @pytest.mark.vcr(filter_headers=["authorization"])
-def test_ensure_first_task_inject_trigger_input_is_false_does_not_inject():
+def test_ensure_first_task_allow_crewai_trigger_context_is_false_does_not_inject():
     from crewai import Crew
 
     agent1 = Agent(role="First Agent", goal="First goal", backstory="First backstory")
@@ -1360,14 +1360,14 @@ def test_ensure_first_task_inject_trigger_input_is_false_does_not_inject():
         description="Process initial data",
         expected_output="Initial analysis",
         agent=agent1,
-        inject_trigger_input=False
+        allow_crewai_trigger_context=False
     )
 
     second_task = Task(
         description="Process secondary data",
         expected_output="Secondary analysis",
         agent=agent2,
-        inject_trigger_input=True
+        allow_crewai_trigger_context=True
     )
 
     crew = Crew(

tests/cassettes/test_do_not_allow_crewai_trigger_context_for_first_task_hierarchical.yaml

@@ -0,0 +1,501 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are Crew Manager. You
+      are a seasoned manager with a knack for getting the best out of your team.\nYou
+      are also known for your ability to delegate work to the right people, and to
+      ask the right questions to get the best out of your team.\nEven though you don''t
+      perform tasks by yourself, you have a lot of experience in the field, which
+      allows you to properly evaluate the work of your team members.\nYour personal
+      goal is: Manage the team to complete the task in the best way possible.\nYou
+      ONLY have access to the following tools, and should NEVER make up tools that
+      are not listed here:\n\nTool Name: Delegate work to coworker\nTool Arguments:
+      {''task'': {''description'': ''The task to delegate'', ''type'': ''str''}, ''context'':
+      {''description'': ''The context for the task'', ''type'': ''str''}, ''coworker'':
+      {''description'': ''The role/name of the coworker to delegate to'', ''type'':
+      ''str''}}\nTool Description: Delegate a specific task to one of the following
+      coworkers: First Agent\nThe input to this tool should be the coworker, the task
+      you want them to do, and ALL necessary context to execute the task, they know
+      nothing about the task, so share absolutely everything you know, don''t reference
+      things but instead explain them.\nTool Name: Ask question to coworker\nTool
+      Arguments: {''question'': {''description'': ''The question to ask'', ''type'':
+      ''str''}, ''context'': {''description'': ''The context for the question'', ''type'':
+      ''str''}, ''coworker'': {''description'': ''The role/name of the coworker to
+      ask'', ''type'': ''str''}}\nTool Description: Ask a specific question to one
+      of the following coworkers: First Agent\nThe input to this tool should be the
+      coworker, the question you have for them, and ALL necessary context to ask the
+      question properly, they know nothing about the question, so share absolutely
+      everything you know, don''t reference things but instead explain them.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [Delegate
+      work to coworker, Ask question to coworker], just the name, exactly as it''s
+      written.\nAction Input: the input to the action, just a simple JSON object,
+      enclosed in curly braces, using \" to wrap keys and values.\nObservation: the
+      result of the action\n```\n\nOnce all necessary information is gathered, return
+      the following format:\n\n```\nThought: I now know the final answer\nFinal Answer:
+      the final answer to the original input question\n```"}, {"role": "user", "content":
+      "\nCurrent Task: Process initial data\n\nThis is the expected criteria for your
+      final answer: Initial analysis\nyou MUST return the actual complete content
+      as the final answer, not a summary.\n\nBegin! This is VERY important to you,
+      use the tools available and give your best Final Answer, your job depends on
+      it!\n\nThought:"}], "model": "gpt-4o", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '2921'
+      content-type:
+      - application/json
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFTJbtswEL37KwY824aT2E7qWxcUSE9Fa6CHujDG5EiahhoK5MiOG+Tf
+        C0re0qZAL4LAN2+WN8vTAMCwMwswtkK1deNH7+dXd5+0lTl/mZYPzd1mOvHNuzhffvt6szTDzAib
+        n2T1yBrbUDeelIP0sI2EStnr1e1sNptNbmZvOqAOjnymlY2OpmF0PbmejiZ3o8n8QKwCW0pmAd8H
+        AABP3TenKI4ezQImw+NLTSlhSWZxMgIwMfj8YjAlToqiZngGbRAl6bJeVqEtK13APQiRAw3gyFOJ
+        SqAVgWJ6gFBAE4OllFjK7pmFldGDQ8XMyW8fOSaFtyWJ5ieS1EaCHUGFWwIErULMwQDFAVrbxhwE
+        Bf0+cRrDPezY+xxpy66LXsOOtQL0vgsglFPAuAdHiuxTDnNQPNtz6tOloiCrvCW/H69kJW9tbsgC
+        PhwL24X40HPzH8WjCdxL0+oCnlYmO1qZBazM577yFyWvzBBWvYyP2pstj2KxbIPfUuor+/WqYon0
+        JEwkS7wlN4ZlroDF+tZRAusJ5cjOrCFYVCpD5M4pKxQhnvQbAjsS5WKfQZQ9aCRxCUKEBlUpShp2
+        0qe2rvHgJPsuWBxLmXICBGVAD9xJe+hbTiRCK45inqRsmydiV6GecoPsI6eX+u7K/lQwS+Ky0gSa
+        CRYFNgQu4k6giKEG1vFRzkM3Oj0vpmllni+nN1LRJszLI633FwCKBMXcyG5vfhyQ59Om+FA2MWzS
+        H1RTsHCq1pEwBclbkTQ0pkOfBwA/uo1sXyyZaWKoG11reKAu3PzquvdnzjfgjF7dTA+oBkV/Bm6n
+        8+ErDteHCb9YamPRVuTO1PMFwNZxuAAGF2X/nc5rvvvSWcr/cX8GrKVGya2bSI7ty5LPZpHyjfyX
+        2UnmLmGTKG7Z0lqZYm6FowJb358vk/ZJqV4XLCXFJnJ/w4pmPZ1vimJCE3tnBs+D3wAAAP//AwBY
+        9uEVzAUAAA==
+    headers:
+      CF-RAY:
+      - 97144bd22eb41abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:52:42 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=dCMuu_IT8i5kyJB9_ugQhudGYphCvJlfXMZwJgOuB8Y-1755550362-1.0.1.1-VyrRrYT2JzvUYUjT9T5uCe31rJR0Q_FicsTyAJZYdj0j8anm6ZdVD7QhtUW0OjVK_8F82E4cVt8Uf5shMfmUm3Gf.EMuBA1AgSAUrzsHEy4;
+        path=/; expires=Mon, 18-Aug-25 21:22:42 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=YeODa6MF5ug3OZUV6ob1dSrBKCM8BXbKkS77TIihYoE-1755550362828-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '3236'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '3253'
+      x-ratelimit-limit-project-tokens:
+      - '30000000'
+      x-ratelimit-limit-requests:
+      - '10000'
+      x-ratelimit-limit-tokens:
+      - '30000000'
+      x-ratelimit-remaining-project-tokens:
+      - '29999308'
+      x-ratelimit-remaining-requests:
+      - '9999'
+      x-ratelimit-remaining-tokens:
+      - '29999308'
+      x-ratelimit-reset-project-tokens:
+      - 1ms
+      x-ratelimit-reset-requests:
+      - 6ms
+      x-ratelimit-reset-tokens:
+      - 1ms
+      x-request-id:
+      - req_08aa9de2797d4fee93003bdc7fc19156
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are First Agent. First
+      backstory\nYour personal goal is: First goal\nTo give my best complete final
+      answer to the task respond using the exact following format:\n\nThought: I now
+      can give a great answer\nFinal Answer: Your final answer must be the great and
+      the most complete as possible, it must be outcome described.\n\nI MUST use these
+      formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task:
+      Process initial data\n\nThis is the expected criteria for your final answer:
+      Your best answer to your coworker asking you this, accounting for the context
+      shared.\nyou MUST return the actual complete content as the final answer, not
+      a summary.\n\nThis is the context you''re working with:\nThe task involves analyzing
+      the initial data set we have received. This includes cleaning the data, categorizing
+      it for analysis, identifying any trends or patterns, and summarizing the findings.
+      The goal is to have a clear understanding of what the data indicates and any
+      initial insights that can be drawn from it.\n\nBegin! This is VERY important
+      to you, use the tools available and give your best Final Answer, your job depends
+      on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '1262'
+      content-type:
+      - application/json
+      cookie:
+      - __cf_bm=dCMuu_IT8i5kyJB9_ugQhudGYphCvJlfXMZwJgOuB8Y-1755550362-1.0.1.1-VyrRrYT2JzvUYUjT9T5uCe31rJR0Q_FicsTyAJZYdj0j8anm6ZdVD7QhtUW0OjVK_8F82E4cVt8Uf5shMfmUm3Gf.EMuBA1AgSAUrzsHEy4;
+        _cfuvid=YeODa6MF5ug3OZUV6ob1dSrBKCM8BXbKkS77TIihYoE-1755550362828-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFbfbxRHDH7PX+HuE6DLKSEkQN6AChUhoUpFULVBkTPj3XUzO96MZ+9y
+        RfzvlWfubi+USn3Jj/HaY3+f/Y2/HgE07JtLaFyP2Q1jOH5zcfriwx+v36RP3affN+9buetUT27o
+        4uMvp5+bhXnIzV/k8s5r6WQYA2WWWM0uEWayqKfPz8/Pz0/OLs6KYRBPwdy6MR8/k+OBIx8/PXn6
+        7Pjk+fHpi613L+xIm0v48wgA4Gv5aXlGT/fNJZwsdicDqWJHzeX+I4AmSbCTBlVZM8bcLGajk5gp
+        ltTfQZQ1OIzQ8YoAobO0AaOuKQFcxbccMcCr8v8lfBQYkzhShdwTcOTMGMBjRlDKQG1LLvOKwmYB
+        a4I1hwCthCBrUFpRwgC3tAHNNCpkAYo6JbJPXSCMC3CYqZPEf9MCMGLY1D886DQMaOcgU4KWo+fY
+        KRjsiXqKWm5dXsWreLqEJ09+tpzeWFCO3ZMnl3AVAeAY3nLSPCeXaMW0LtVYFVZEKwkGVuXYLYCj
+        k2gYUswLkASUkkSSSYFiTky63EX+vA3ZY/SBdiFghWEihZsNEOeeEvAwTtksuacBblDJg0TQKSWZ
+        SlkVUEmQaJCVHSRykrzCuqdEEMkowGTllqtfec/WehgOgTfiPSZvoO1wdRhghYnxJtAhA/sq3QYe
+        0bJbLqrFLscQIIhDuwEiDqSAiUBHCoF8wU5xIFjj5nEh4OlMwI7O4nxAwwe6P2BhZn3PBHDMAokC
+        rTBmUOoGitn6DnN1QvalF0qbKM9EfOxZgeNKwooUuiTTuAd1FLYoe9SdDIP96jGhy5RYMztdgE6u
+        B1TwNEiXcOzLaeaBYKTE4rV0A8ZNaeiRUitpwOhsKjw7zJIUHr3/9Z0+tjINsFbcVFpCYoHpzGD6
+        mCj60uG/Ys6UIrzzFDO37L7H7DPnvuBTZoWq1wydLxXOoG5zAgRPGTkUhwqVEc/1mg1ky0BLsLGm
+        oMtDJEuwLZxQC9CMuSCFAbJIqN4r1gnDlutyxxSdrMj6ONTDnkcLmHuOe6aX+8kJIreAucKsZNO1
+        T3kBTtIuDjihtmXH1hJVH4wJ5S4W4GIGmXJgStuGGXADie4mNhqmVOcwrkgzdyViIeSZEfLbVmis
+        zrdbmXmgH99NmSkQB9POKlEbkPahRq17dv0ORhcmT3AjuYc7Q8uQXFnTKHd9rkDeTRjzzjJQTuwe
+        UrK7SXuZggeKDkedAuY6P9aRW1a3LDP5RYEoSrbR3zNdweNhDNt+U0s/96S0L2D5ncBhUAEvbrKJ
+        LFEDDyXd2b1OWxXuriPNNgGoRVx3BCRSwuR64PaBpF3F1xvYvadVJ5XqmzHDHiWDxLCBHsvDZTOR
+        YIqeUtG9MmctrI39A00po2lyPOVax5hkxZ4AXRFQw2bPRWmd8jhO9omRGuk+11SWlYoHD9A8YFWA
+        KdmZWm9IYA+tCXzt4HarHriXbqD7MUiqZkngybGyxOMBb62a+tpaT2gdKNNeKVmNSWwZMQW8iu9a
+        2Mi0xSVu4G6yNi/UWP7k9wS4gGkvNKaG9vmIKVcSWXev/QLGQKgEgTIMBLdR1j8drhSJ2knR1po4
+        hXBgwGgdV663ZebL1vJtv74E6cYkN/qda9NyZO2vrWkk2qqiWcamWL8dAXwpa9L0YPNpxiTDmK+z
+        3FK57unZ8xqvmbez2Xr2cmfNkjHMhouzZ4sfBLyuMqoHm1bj0PXkZ9d5LcPJsxwYjg7K/nc6P4pd
+        S+fY/Z/ws8E5GjP56zGRZ/ew5PmzRNYw//XZHuaScGN9zI6uM1MyKjy1OIW6Uza60UzDdcuxozQm
+        rotlO16fX5xge0Hn5y+bo29H/wAAAP//AwCE+a2iZgsAAA==
+    headers:
+      CF-RAY:
+      - 97144be7eaa81abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:52:47 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '4424'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '4473'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999717'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999717'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_5bf23819c1214732aa87a90207bc0d31
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are Crew Manager. You
+      are a seasoned manager with a knack for getting the best out of your team.\nYou
+      are also known for your ability to delegate work to the right people, and to
+      ask the right questions to get the best out of your team.\nEven though you don''t
+      perform tasks by yourself, you have a lot of experience in the field, which
+      allows you to properly evaluate the work of your team members.\nYour personal
+      goal is: Manage the team to complete the task in the best way possible.\nYou
+      ONLY have access to the following tools, and should NEVER make up tools that
+      are not listed here:\n\nTool Name: Delegate work to coworker\nTool Arguments:
+      {''task'': {''description'': ''The task to delegate'', ''type'': ''str''}, ''context'':
+      {''description'': ''The context for the task'', ''type'': ''str''}, ''coworker'':
+      {''description'': ''The role/name of the coworker to delegate to'', ''type'':
+      ''str''}}\nTool Description: Delegate a specific task to one of the following
+      coworkers: First Agent\nThe input to this tool should be the coworker, the task
+      you want them to do, and ALL necessary context to execute the task, they know
+      nothing about the task, so share absolutely everything you know, don''t reference
+      things but instead explain them.\nTool Name: Ask question to coworker\nTool
+      Arguments: {''question'': {''description'': ''The question to ask'', ''type'':
+      ''str''}, ''context'': {''description'': ''The context for the question'', ''type'':
+      ''str''}, ''coworker'': {''description'': ''The role/name of the coworker to
+      ask'', ''type'': ''str''}}\nTool Description: Ask a specific question to one
+      of the following coworkers: First Agent\nThe input to this tool should be the
+      coworker, the question you have for them, and ALL necessary context to ask the
+      question properly, they know nothing about the question, so share absolutely
+      everything you know, don''t reference things but instead explain them.\n\nIMPORTANT:
+      Use the following format in your response:\n\n```\nThought: you should always
+      think about what to do\nAction: the action to take, only one name of [Delegate
+      work to coworker, Ask question to coworker], just the name, exactly as it''s
+      written.\nAction Input: the input to the action, just a simple JSON object,
+      enclosed in curly braces, using \" to wrap keys and values.\nObservation: the
+      result of the action\n```\n\nOnce all necessary information is gathered, return
+      the following format:\n\n```\nThought: I now know the final answer\nFinal Answer:
+      the final answer to the original input question\n```"}, {"role": "user", "content":
+      "\nCurrent Task: Process initial data\n\nThis is the expected criteria for your
+      final answer: Initial analysis\nyou MUST return the actual complete content
+      as the final answer, not a summary.\n\nBegin! This is VERY important to you,
+      use the tools available and give your best Final Answer, your job depends on
+      it!\n\nThought:"}, {"role": "assistant", "content": "Thought: I need to delegate
+      the task of processing the initial data to the First Agent to ensure we have
+      a thorough and accurate analysis. I will provide them with all the necessary
+      details to complete this task effectively.\n\nAction: Delegate work to coworker\nAction
+      Input: {\"task\": \"Process initial data\", \"context\": \"The task involves
+      analyzing the initial data set we have received. This includes cleaning the
+      data, categorizing it for analysis, identifying any trends or patterns, and
+      summarizing the findings. The goal is to have a clear understanding of what
+      the data indicates and any initial insights that can be drawn from it.\", \"coworker\":
+      \"First Agent\"}\nObservation: To process the initial data set effectively,
+      we will follow several key steps to ensure we clean, categorize, analyze, and
+      summarize our findings comprehensively.\n\n1. **Data Cleaning**: \n   - First,
+      we will review the dataset for missing, inconsistent, or erroneous entries.
+      \n   - We will handle missing values by either imputing them based on surrounding
+      data or removing records where necessary.\n   - Additionally, we will standardize
+      categorical variables to ensure consistency (e.g., ensuring all location names
+      are spelled the same way).\n\n2. **Data Categorization**: \n   - Next, we will
+      categorize the data into relevant segments that will aid our analysis. \n   -
+      This involves grouping data points based on common characteristics, such as
+      demographics, time periods, or any key performance indicators (KPIs) we are
+      focusing on.\n\n3. **Trend and Pattern Identification**: \n   - With the cleaned
+      and categorized data, we will perform a detailed analysis to identify trends
+      and patterns.\n   - This will involve using statistical tools and visualizations
+      to uncover relationships within the data. We will look at time series analysis,
+      correlation coefficients, and any significant outliers that may require further
+      investigation.\n\n4. **Summarizing Findings**: \n   - Finally, we will compile
+      a summary of our findings which will include both qualitative insights and quantitative
+      metrics.\n   - This summary should encapsulate the key trends identified, any
+      notable patterns, and implications of these findings.\n   - We will also document
+      any limitations of the data and suggest areas for further research if necessary.\n\nBy
+      completing these steps, we will not only have a clear understanding of what
+      the data indicates but also provide actionable insights that can guide our next
+      steps. This comprehensive analysis will serve as a solid foundation for any
+      additional exploration or decision-making initiatives related to our project.
+      \n\nIf you have any questions or need further clarification on any part of this
+      process, please let me know!"}], "model": "gpt-4o", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '5714'
+      content-type:
+      - application/json
+      cookie:
+      - __cf_bm=dCMuu_IT8i5kyJB9_ugQhudGYphCvJlfXMZwJgOuB8Y-1755550362-1.0.1.1-VyrRrYT2JzvUYUjT9T5uCe31rJR0Q_FicsTyAJZYdj0j8anm6ZdVD7QhtUW0OjVK_8F82E4cVt8Uf5shMfmUm3Gf.EMuBA1AgSAUrzsHEy4;
+        _cfuvid=YeODa6MF5ug3OZUV6ob1dSrBKCM8BXbKkS77TIihYoE-1755550362828-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFbbbhw3DH33VxDzlATrxTq+pX5LUwQJChRBayRA68ChJc4Ma404ETW7
+        3gT594LS3pymQF/2IooUeQ55pK9HAA375goa12N2wxiOX12cvPj9t/dv4sOf79z1m8vFKvbdl+fy
+        YfXlvTQz85C7v8nlrdfcyTAGyiyxml0izGRRTy7Pz8/PF6cXl8UwiKdgbt2Yj8/k+Pni+dnx4sXx
+        4mLj2As70uYK/joCAPhaPi3F6OmhuYLFbLsykCp21FztNgE0SYKtNKjKmjHmZrY3OomZYsn606dP
+        N/G6l6nr8xW8hSgruLeP3BO0HDEARl1Ruomvy7+X5d8VXAuMSRyplq0cOTMG8JgRlDJQ25LLvKSw
+        nsGKYMUhQCshyAqUlpQwwD2tQTONClmAok6JbKsLhHEGDjN1kvgLzQAjhnX94UGnYUBbB5mSJek5
+        dgqGfaKeopZT5zfxJp7M4dmzXyynVxaUY/fs2RXcRAA4htecNO+TS7RkqoVbFVZEKwkGVuXYzYCj
+        k2hoUswzkASUkkSSSYFiTkw630b+sAnZY/SBtiFgiWEihbs1EOeeEvAwTtksuacB7lDJg0TQKSWZ
+        SlkVUEmQaJClLSRykrzCqqdEEMkowGTllqNfes/WfxgOgbcW8Ji8gbbF1WGAJSbGu0CHDOyqdGt4
+        QvNuPqsWOxxDgCAO7QSIOJACJgIdKQTyBTvFgWCF66eFgOd7ArZ0FucDGn6jhwMW9qzvmACOWSBR
+        oCXGDErdQDFb32GuTsi+9EJpE+U9Edc9K3BcSliSQpdkGnegjsIWZYe6k2Gwrx4TukyJNbPTGejk
+        ekAFT4N0Cce+rGYeCEZKLF5LN2Bcl4YeKbWSBozOpsKzwyxJ4cmv797qUyvTAGvFTaUlJBaYTg2m
+        60TRlw5/hzlTivDWU8zcsvsesw+c+4JPmRWqXnvofKlwD+omJ0DwlJFDcahQGfFcj1lDtgy0BBtr
+        Cjo/RLIE28AJtQDNmAtSGCCLhOq9ZJ0wbLguZ0zRyZKsj0Nd7Hm0gLnnuGN6vpucIHIPmCvMSjZd
+        u5Rn4CRt44ATalt2bC2x0QfuYgEtZpApB6a0aZYB15Do88RGwZTqDMYlaeauRCtknBkZf2xExmp8
+        vZGYR9rx3YSZ+nAgwI08rUHaR/pUBCRMZajvJPfw2RAy9JbWKMpdnyt4nyeMeWsZKCd2j2nYnqC9
+        TMEDRYejTgFznRnrwg2TG2aZ/Kw0aJRs475jtwLGwxg2PaaWdu5JaZf4/DtRw6ACXtxkU1iiBh5K
+        unv3OmFVrLuONFvXoxZB3QKfSAmT64HbRzJ2E39ew/YirdqoVO+JPdxRMkgMa+hxaaDbHCSYoqdU
+        tK7MVgsrY/1AR8o4mgRPudYxJlmyJ0BXRNOw2XFRWsZhhG6yLUZmpIdcU5lXKh5dOvuhqqJLydbU
+        ekICe2hN1GvXthvFwJ1cAz2MQVI1SwJPjpUlHg94b9XUG9Z6QusQmd5KyWpMYq8QU71ynx/e9Yna
+        SdGeGnEK4cCA0ZqhkGavjI8by7fduyJINya50+9cm5Yja39rfEq0N4RmGZti/XYE8LG8X6ZHT5Jm
+        TDKM+TbLPZXjTk5OX9SAzf7JtDefXv60sWbJGA78zk8uZz8IeVt1TQ8eQY1D15Pf++5fTDh5lgPD
+        0UHh/87nR7Fr8Ry7/xN+b3COxkz+dkzk2T2ueb8tkbH5X9t2QJeEG2sydnSbmZKR4anFKdTnXqNr
+        zTTcthw7SmPi+uZrx9uzi7u2XdDCvWiOvh39AwAA//8DAIF0yI38CgAA
+    headers:
+      CF-RAY:
+      - 97144c04e89a1abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:52:50 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '2974'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '2999'
+      x-ratelimit-limit-project-tokens:
+      - '30000000'
+      x-ratelimit-limit-requests:
+      - '10000'
+      x-ratelimit-limit-tokens:
+      - '30000000'
+      x-ratelimit-remaining-project-tokens:
+      - '29998628'
+      x-ratelimit-remaining-requests:
+      - '9999'
+      x-ratelimit-remaining-tokens:
+      - '29998627'
+      x-ratelimit-reset-project-tokens:
+      - 2ms
+      x-ratelimit-reset-requests:
+      - 6ms
+      x-ratelimit-reset-tokens:
+      - 2ms
+      x-request-id:
+      - req_c0cd67fc9b9342a7bd649b1458724745
+    status:
+      code: 200
+      message: OK
+version: 1

tests/cassettes/test_ensure_first_task_allow_crewai_trigger_context_is_false_does_not_inject.yaml

@@ -0,0 +1,296 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are First Agent. First
+      backstory\nYour personal goal is: First goal\nTo give my best complete final
+      answer to the task respond using the exact following format:\n\nThought: I now
+      can give a great answer\nFinal Answer: Your final answer must be the great and
+      the most complete as possible, it must be outcome described.\n\nI MUST use these
+      formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task:
+      Process initial data\n\nThis is the expected criteria for your final answer:
+      Initial analysis\nyou MUST return the actual complete content as the final answer,
+      not a summary.\n\nBegin! This is VERY important to you, use the tools available
+      and give your best Final Answer, your job depends on it!\n\nThought:"}], "model":
+      "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '831'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=PslIVDqXn7jd_NXBGdSU5kVFvzwCchKPRVe9LpQVdQA-1736351415895-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFVNbxw3DL37VxBzyWV3YTtZ2/EtLerCQNH2kCAFmmDBlTgzjDXURKR2
+        vQny3wtpNp7Nx6EXr0eUqPceH6nPZwAN++YWGtejuWEMy1+vLm6Gi93rF9f4x+/h7V26/zi8fPv3
+        xT/34c1vzaKciNsP5OzrqZWLwxjIOMoUdonQqGS9uF6v1+vz5zc3NTBET6Ec60ZbvojLgYWXl+eX
+        L5bn18uLm+PpPrIjbW7h3zMAgM/1b8Epnh6bWzhffF0ZSBU7am6fNgE0KYay0qAqq6FYs5iDLoqR
+        VOj3IHEPDgU63hEgdAU2oOieEsA7uWPBAK/q9y287glY2BgDoGA4KCvEFqwn8GgILLsYdqSgtKOE
+        AVxiY4cB1GjUFdxxUlvAnmDIasCexLg91Awac3L0TcIFkGhOLB1Yj1bWD4CJIFFg3AYCFF8+aIdi
+        YLGenErDuznXmGJZWsFf4ugEroKLIZAz8hXUSKmNaQCEsdwwsGA6AD1i+a8Ut1zhenIP0MYE6FxO
+        6A4VxdEBJKS6gBDjQ4Fdt8kBBlYt3zsMueBK4FldohHFMenqnbyTP+lx0sahURcTfzrFKhZhIBSW
+        rs0BlLqBxHQBOI7hUHJvUdmBGhrrpPpA1kevBbXmYcCa8oEO0BJaTqVQ2fWAWjMvYCDP5bfwKUZd
+        weuetci3Y08KLMpdbzqhqdhYLfE2V3GqDCRWKm8kniq304JWnq+857IfQzgsYMeaMfCnqu8MqGe1
+        2CUcdAHb+AhjiIVsTKAOzShNK9UNx2YrNLdUY1k8peL86o4pdc+jVohjPS8Ke7aeZQZXDK50RATI
+        XqGnMALLk1OrFROJL1iyBaakk15jLF1VWyMRVtYuiqMklfRdTtZTGmKiWmNUJdW5vsUobApZccuB
+        7VBuRe8TTcapHTKS45YdfMykk1xo0KP47xuFDTBwd+R42gPPFLqIQVfwy9R2JH6qEOsPzV2R7jkE
+        6LHOBxcIE8QdpR3T/rSyzxS0CNNZP6m8J3wovUC6gC6zL9hyseIek1coQgDL0tNofRkchVF3NEFp
+        Gv8hq1WLgxB58lWiNhffTpIde5ejrOBNMB7QqDiqUmljFo+TzeZhpWST5mrY0WnGumXqmjFFV4FX
+        Hp4cK0dZDlg7etKojpfV6VhN1GbFMtolh3ASQJFoE7Ey0N8fI1+eRniI3ZjiVr872rQsrP2muClK
+        GddqcWxq9MsZwPv6VORvpn8zpjiMtrH4QPW6i/V6ytfML9QcvXx+fYxaNAxz4PnLy8VPEm48GXLQ
+        k9emceh68vPR+WnC7DmeBM5OaP8I52e5J+os3f9JPweco9HIb8ZEnt23lOdtiT7Uyf/zbU8yV8CN
+        Fsc72hhTKqXw1GIO07va6EGNhk3L0lEaE0+Paztu1lfn2F7Rev2yOfty9h8AAAD//wMAaw+BEmoI
+        AAA=
+    headers:
+      CF-RAY:
+      - 97144c8758cd1abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:53:12 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=VDTNVbhdzLyVi3fpAyOvoFppI0NEm6YkT9eWIm1wnrs-1755550392-1.0.1.1-vfYBbcAz.yp6ATfVycTWX6tFDJ.1yb_ghwed7t5GOMhNlsFeYYNGz4uupfWMnhc4QLK4UNXIeZGeGKJ.me4S240xKk6FUEu3F5tEAvhPnCM;
+        path=/; expires=Mon, 18-Aug-25 21:23:12 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=FFe5KuJ6P4BUXOoz57aqNdKwRoz64NOw_EhuSGirJWc-1755550392539-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '4008'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '4027'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999825'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999825'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_f287350aa2ac4662b9a5e01e85cc221f
+    status:
+      code: 200
+      message: OK
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are Second Agent. Second
+      backstory\nYour personal goal is: Second goal\nTo give my best complete final
+      answer to the task respond using the exact following format:\n\nThought: I now
+      can give a great answer\nFinal Answer: Your final answer must be the great and
+      the most complete as possible, it must be outcome described.\n\nI MUST use these
+      formats, my job depends on it!"}, {"role": "user", "content": "\nCurrent Task:
+      Process secondary data\n\nTrigger Payload: Context data\n\nThis is the expected
+      criteria for your final answer: Secondary analysis\nyou MUST return the actual
+      complete content as the final answer, not a summary.\n\nThis is the context
+      you''re working with:\nThe initial analysis of the data involves several critical
+      steps. First, we must identify the sources of the data, ensuring that they are
+      reliable and relevant to the objectives of the project. Once the data is collected,
+      we perform a preliminary examination to check for accuracy and completeness,
+      looking for any missing values or discrepancies.\n\nNext, we categorize the
+      data into meaningful segments, applying basic statistical methods to summarize
+      key features such as mean, median, and mode. This provides insights into the
+      distribution and central tendencies of the data.\n\nAdditionally, visualizations
+      such as histograms, box plots, or scatter plots are created to better understand
+      relationships and patterns within the data. These visual aids help in identifying
+      trends, outliers, and potential areas of concern.\n\nFurthermore, we assess
+      the data for its usability in addressing the specific questions at hand, ensuring
+      that it aligns with the project''s goals. By the end of this initial analysis,
+      we will have a clear overview of the data''s strengths and weaknesses, guiding
+      us towards more in-depth investigations or adjustments needed for future data
+      collection. Ultimately, this foundational analysis sets the stage for future
+      analytical processes and decision-making initiatives.\n\nBegin! This is VERY
+      important to you, use the tools available and give your best Final Answer, your
+      job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '2214'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=FFe5KuJ6P4BUXOoz57aqNdKwRoz64NOw_EhuSGirJWc-1755550392539-0.0.1.1-604800000;
+        __cf_bm=VDTNVbhdzLyVi3fpAyOvoFppI0NEm6YkT9eWIm1wnrs-1755550392-1.0.1.1-vfYBbcAz.yp6ATfVycTWX6tFDJ.1yb_ghwed7t5GOMhNlsFeYYNGz4uupfWMnhc4QLK4UNXIeZGeGKJ.me4S240xKk6FUEu3F5tEAvhPnCM
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFZNbxw5Dr37VxB9yaVt2JlpO/EtM0Awe5hd7GIWGGAzMGiJVcVYJSmk
+        1O3OIP99QKn6w94c5lLoFiWKfHx84p8XACv2q3tYuQmLm3O4/Pn25t2XX/9T7z7+evP77vdNdP++
+        peH6brz95W1ere1EevxMrhxOXbk050CFU+xmJ4SFzOvN3Waz2Vz/8P5tM8zJU7BjYy6XP6bLmSNf
+        vr1+++Pl9d3lzbvl9JTYka7u4X8XAAB/tq/FGT09r+7hen1YmUkVR1rdHzcBrCQFW1mhKmvBWFbr
+        k9GlWCi20P8BMe3AYYSRtwQIo4UNGHVHAvApfuSIAT60//fw20TAkQtjAIwY9soKaYAyEXgsCBy3
+        KWxJQWlLggGccGGHAbRQ1iv4yKJlDTuCuWoB9hQLD/vmQVMVRy8croGiVuE4Qpmw2PoeUAiEAuNj
+        IMDo7Q9tMRYoqZ3speHtyVeWZEtX8NvEehalk1o48td+AYET8vzIgcvejhK6aQlrDahKqoedM5Up
+        +RTSyKRQlTwMSToKLoVgAaS4bvG5FAeW+VUWgccIOy5T8yekhOImQJ716lP8FP8VHZ0hqwe35Bt+
+        mWRIMgNCNjBmjih7oGe0X3a3oeEmck8tMHSuCrr9ElAjK0VSXTCZCaN9C7saUtWwh5DSk8Xcjsc9
+        zNzT32KopGvwNQd2WAgoFmFbMgRYnVDG6AyYlq9LNXjQJ9pZmjUUvYKfA2E8gNkybMCwghYcqeUr
+        1RnT7P4jDTgWGsXqwxFSlYWH1DH7Jz13dllYYxL+eg5hLKnlyXEcagClcaZY1KLeojQ+LREbxTJJ
+        4UidVnbTsURfKqkhfMBucdRRxxDSTlvQdjPmDpKZ0gCPqOwsxcLaG6MTSe0SrfOMLeYn2sNAWKqQ
+        XsFPe3AYXA1YTvTDuIaZPONCMtOVlvqIHFuNWn9wVB6noj37hgVrEX6sPVpjg5UPAxSKnnrZXrTg
+        bmJrAxJrGVRAGFKNvudkec5JaOHU88t6fPCebRuGsO91abIIW9aKgb82HwpajfgKE2tJo+Csa3hM
+        z5BDKtrTU4elkPQlA4tCdezNWW+f0H1NnLUdyG1/1NZiHI/5WM1IDyEAslfIAfeAsOWCAUw7jVwH
+        bWqQC0Vv/K4lMMkSU06mo00MhbCh5lJ0JFYSo4EdrS1ao61koXKiY0ONY6lsUhX2DbCPVcpEYraG
+        Vxed46E3JjW4CBRHQO/lTJQ0k+OB3Ymh1lUTRv9a+ZowHJvbpMgYfJKjRTDfKIwJQ0f0TFYNf+tI
+        ajEKQeoAi3HNoJ+u4EOXjJPzuRmFvlQWWnARokbVctanx3dAIPM2lRed3psGc5aEbmqY/dSfD7IQ
+        h64hrx+phuWOQ4AJ2ztnbBWaKKq9e2lLsmXanfP+jSmRUBzL1NPfET6ZYNKh7Wv0JPa6egOyeR8r
+        +yW1HYrXQ5EvPeUyGfxWl3GhvUHvP1ctXYYikV+ekaFa679+TYCGIYmp539D4RkLWVe1hE8def40
+        K5XOna6pZ57PsMySXEurZenJsXKKlzM+db01JFvV10BzTjuShdaNLFauwB4GwZl2SZ6sqo+Vg4ea
+        TWDUoPcUtvalTNKVyApKzzkkOWrjsUPPhxWhoSrawBRrCGcGjDF1yW1j0h+L5dtxMAppzJIe9dXR
+        1cCRdXqwjk3RhiAtKa+a9dsFwB9tAKsvZqpVljTn8lDSE7Xrfni/6f5Wp7nvzPrudrGWVDCcDHfv
+        btbfcfjgqSAHPZvhVg7dRP509DTwYfWczgwXZ2n/fzjf891T5zj+Hfcng3OUC/mHbEOSe5nyaZvQ
+        5zakfH/bEeYW8MoeFXb0UJjESuFpwBr6tLrSvRaaHwaOo2kn95F1yA+b22scbmmzeb+6+HbxFwAA
+        AP//AwAAHGphwAsAAA==
+    headers:
+      CF-RAY:
+      - 97144ca1b97b1abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:53:21 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '8604'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '8628'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999482'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999485'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_545a8ffcdf954433b9059a5b35dddf20
+    status:
+      code: 200
+      message: OK
+version: 1

tests/cassettes/test_task_allow_crewai_trigger_context.yaml

@@ -0,0 +1,228 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nTo give my best complete final answer to the task
+      respond using the exact following format:\n\nThought: I now can give a great
+      answer\nFinal Answer: Your final answer must be the great and the most complete
+      as possible, it must be outcome described.\n\nI MUST use these formats, my job
+      depends on it!"}, {"role": "user", "content": "\nCurrent Task: Analyze the data\n\nTrigger
+      Payload: Important context data\n\nThis is the expected criteria for your final
+      answer: Analysis report\nyou MUST return the actual complete content as the
+      final answer, not a summary.\n\nBegin! This is VERY important to you, use the
+      tools available and give your best Final Answer, your job depends on it!\n\nThought:"}],
+      "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '865'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=FFe5KuJ6P4BUXOoz57aqNdKwRoz64NOw_EhuSGirJWc-1755550392539-0.0.1.1-604800000;
+        __cf_bm=VDTNVbhdzLyVi3fpAyOvoFppI0NEm6YkT9eWIm1wnrs-1755550392-1.0.1.1-vfYBbcAz.yp6ATfVycTWX6tFDJ.1yb_ghwed7t5GOMhNlsFeYYNGz4uupfWMnhc4QLK4UNXIeZGeGKJ.me4S240xKk6FUEu3F5tEAvhPnCM
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: 'upstream connect error or disconnect/reset before headers. reset reason:
+        connection termination'
+    headers:
+      CF-RAY:
+      - 97144cd97d521abc-GRU
+      Connection:
+      - keep-alive
+      Content-Length:
+      - '95'
+      Content-Type:
+      - text/plain
+      Date:
+      - Mon, 18 Aug 2025 20:53:22 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      X-Content-Type-Options:
+      - nosniff
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+    status:
+      code: 503
+      message: Service Unavailable
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nTo give my best complete final answer to the task
+      respond using the exact following format:\n\nThought: I now can give a great
+      answer\nFinal Answer: Your final answer must be the great and the most complete
+      as possible, it must be outcome described.\n\nI MUST use these formats, my job
+      depends on it!"}, {"role": "user", "content": "\nCurrent Task: Analyze the data\n\nTrigger
+      Payload: Important context data\n\nThis is the expected criteria for your final
+      answer: Analysis report\nyou MUST return the actual complete content as the
+      final answer, not a summary.\n\nBegin! This is VERY important to you, use the
+      tools available and give your best Final Answer, your job depends on it!\n\nThought:"}],
+      "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '865'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=FFe5KuJ6P4BUXOoz57aqNdKwRoz64NOw_EhuSGirJWc-1755550392539-0.0.1.1-604800000;
+        __cf_bm=VDTNVbhdzLyVi3fpAyOvoFppI0NEm6YkT9eWIm1wnrs-1755550392-1.0.1.1-vfYBbcAz.yp6ATfVycTWX6tFDJ.1yb_ghwed7t5GOMhNlsFeYYNGz4uupfWMnhc4QLK4UNXIeZGeGKJ.me4S240xKk6FUEu3F5tEAvhPnCM
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '1'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAA4xXTW8cNxK961cUBtBFmBEkRfKHbrLiAI6xcBLvYRe7gVFDVneXxSZbLPaMx0H+
+        e1Bkf42kLPZiWM1hseq9V6/IP04AVmxXt7AyDSbTdm5z/+ry7cW/Ht99vfmIPz/uPt73b0MMP3/6
+        d/fxx3erte4I269k0rjr3IS2c5Q4+LJsImEijXr5+ubm5ubi+uIqL7TBktNtdZc212HTsufN1cXV
+        9ebi9ebyzbC7CWxIVrfwnxMAgD/yv5qnt/RtdQsX6/FLSyJY0+p2+hHAKganX1YowpLQp9V6XjTB
+        J/I59Q/gwx4Meqh5R4BQa9qAXvYUAf7rf2KPDu7y37f64ezszqM7CAv8Rl2I6exMP+vCB59isL1R
+        EMrXfzYEXR+7IAShgtSwQMy7gAVSgC6GHVs9WPGL1JCXnMh4Ri/sa0gNQc76WwKLCcd9FtjnxRS5
+        rilChwcX0J7DuwPQN1Rsh+0dxcSefIIdRsatIwH0FtiST1wd8u8ieSvrozyR25ypJcc7irBD1+tu
+        YC9cN0kgNZgyhOyrEFuwZFg4+E2LDxq1i8GQCMl5gelHLeDTjuKOaT/jpHUJJa1TORMFTFMNvUBL
+        KbIRMME5MoksBM0FQToyXLHR8jjYNZBXIJV2XwPqchKQ3jSAAoJadcV1H0nWYHpJoaUI5GusqSWf
+        1hmT0FFEZREdUFWxYfLmcA4f6bBAj71xvaVbreryHM7OPufwWt7t2Rn8I/jUuMPxoSBU6zlkYXtQ
+        ZFQuYDBRHSJniK401P2Y2vsptRxzwCGS0+ZSXqYi2CeKmMUn6yE5BWFPW+FEsGPhJGuQYBgdtGQZ
+        QQOXDVp3RWS3aB5AedRcftBcPi3QeD+hoelMnRCqI8xGuuYkcEcRa4JI0gUvBIlbWkPVu4qd0ywg
+        YqIhj0gS+mgI0LlgctSldsZji3YW0P9CUTNHb6isAcAGVFyFhNw67C0r4AIIXRBO2m9Z+UVU2iwO
+        JUEV+giPPcZEUdaw59QA+vwjdE6Li4SlsS9vTrUTI+3I93Sej2y4bkjSpitJDZ2gfAtgpLHxmKxK
+        85dBCncZgPGvd+vc9pG3fcoNGuDVxWm2kpDQlbLOhzo/E0qGP0s00wp7igRhKxR3ZMcaQLj22jXo
+        04CMdPxAYPuop/x6vQZM5dQisiY4tpgF24YcOfPxd1JdgH//vMcmeUgT9oDgQxoMZQCU/TPR9p32
+        y9XNafZJjCWt7GuRdtkjigMU7BeHqawg+GPZdw5T1jg0KIBOAkQW8nrIDxen61Ekiob0Ru2r6h20
+        GB8ofzTYdsi1n8Cf6jzuoSwJdIo5Jpaq9OeQVAVvbk4HUkxo2+Chi8iidhHi5A6PPTpOhyyMqduV
+        UTaUafgfXbpg4s7PU+VJv84elznRwQDc6owpGLJ/qVP3DZsGGtzN1GVW3mpRkSp16nH6UFXpXzvy
+        JPl49jvyKcQDtOgHrkYs714yi4LJwu0ee1bHLAlYGhOoYmjh+g00oY95cF1dl/+vc0c6nVmaFflG
+        fULPVaNaINt3efA9HVtq/j+pLnw9OE+xFhPaLfsMZSlszKR01hFrC11KX9ck4/iclSVJ4a21MnWJ
+        CbjJGL1qZ0/OFeHk6Y+xpgTYWyVRRbGBpR4WXJao6qt7PU0xrVCSDlNvoQ3lyKyGNIpsnP2H526U
+        TW5ByzOVS05msqaF28jkxNlVM+i9V6HrVMOOEzr+nnt3sh2NMOMz2FVH+DB0/8jVfdDJI4t7GMvi
+        TuUtRTFB57HC50l1o+oKPrHv87VqR5JG8c/sUFWFOJJmo/LyErmKpUbmVqtSnak0WmSfsFzJFLij
+        HtRbqsVos2ZHDb6I6zl8njHIiTgaOmYYcMPFbM/OAflsrprNVi+T2n/PAJ7R56HR6hj2ed7Zp06g
+        kao+9ZEGsH8jNS/ytsycsTfelwYbxEn2Jfc8orBoYyAyJxG6xC1/JztOVk17OHkD9wNb0AbPKeRA
+        5pkNpzBdcVX6WCKPyl7UlmN+yLznMsk0PrhQH/KGLaWUbee5bekRI7WF12dmmZHKIvyba/5w2R4a
+        TaAw/eSeHaDu9bFQ0J/pHC/cOidHaU/X/vGGw22HJqkMxw4ywEo46rJkFQw3m26+Rp0v302Rql5Q
+        326+d26xgF5neGZfX2y/Dyt/Tm80F+ouhq082bqq2LM0X2K2B32PSQrdKq/+eQLwe34L9kfPu5Wa
+        QZe+pPBA+bjLV1cl3mp+gs6rN9NqvjHNC6+vrtcvBPxiKSE7WTwnVwZNQ3beOr891XHDYuFkUfbz
+        dF6KXUpnX/8/4ecFY6hLZL90kSyb45Lnn0X6ml9LL//sBP4CAAD//4IGM9jBStAsEV+SmVoEioqU
+        1LTE0hxIx1mpuLK4JDU3Pi0zLz21qKAoE9J7TiuINzVMSbIwSUxLTFLiquUCAAAA//8DANr6751L
+        EAAA
+    headers:
+      CF-RAY:
+      - 97144ce12be51abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:53:29 GMT
+      Server:
+      - cloudflare
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '6350'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '6385'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999820'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999820'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_633dd1e17cb44249af3d9408f3d3c21b
+    status:
+      code: 200
+      message: OK
+version: 1

tests/cassettes/test_task_allow_crewai_trigger_context_no_payload.yaml

@@ -0,0 +1,156 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nTo give my best complete final answer to the task
+      respond using the exact following format:\n\nThought: I now can give a great
+      answer\nFinal Answer: Your final answer must be the great and the most complete
+      as possible, it must be outcome described.\n\nI MUST use these formats, my job
+      depends on it!"}, {"role": "user", "content": "\nCurrent Task: Analyze the data\n\nThis
+      is the expected criteria for your final answer: Analysis report\nyou MUST return
+      the actual complete content as the final answer, not a summary.\n\nBegin! This
+      is VERY important to you, use the tools available and give your best Final Answer,
+      your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '822'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=wu1mwFBixM_Cn8wLLh.nRacWi8OMVBrEyBNuF_Htz6I-1743463498282-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//fFfbjhtHDn33VxAC5mXQEmY8lh3Mm9e3DHa9NpzZC3YdBFQ31V2Z6mKn
+        WCVZCfLvC7JKLY2d7IsAdXfxcnh4yPrtCcDCdYtbWLQDpnac/PLV8+vv/n1P7+7yx+f/eeOHXQ7/
+        /P6uf0fxYfqwaPQEb36mNh1PrVoeJ0/JcSiv20iYSK1ev1iv1+urmxc39mLkjrwe66e0fMbL0QW3
+        fHr19Nny6sXy+rt6emDXkixu4b9PAAB+s1+NM3T0ZXELV83xyUgi2NPidv4IYBHZ65MFijhJGNKi
+        Ob1sOSQKFvodBN5DiwF6tyNA6DVswCB7igCfw1sX0MNL+38Ln8PncHn5MqA/iBP4RBPHdHlZHl+v
+        4C6kyF1uFYbLSz1/PziBaN/BFEkoJAEERSvSQEHM7dEgbyENBB0m/cR7ahN1wDuK9tyjJPglY0wU
+        V3A/EPSMvpxycjLjBBJDR9GMWzS48QQuiOuHJA24jkJy2wOkSKGTBjB04MKW4wgdtU4ch+WIDy70
+        MEVuSYQEthxhm1OOBJIiJuodyapk/3QFrzXsDzuKO0f7Y/o1G6FUknZqaMw+uckTTBhxpERRwIXW
+        504dCnp15vocSRposyQeKUJHI/cRp8G10mhYijS0GgdHRzWLno4foYfOSYpukxWCFfyVDrDD6BSM
+        Ctev1FXPdKuJLOHy8gfz/7b4v7y8hXtO6GtYkXYUMjWAO4rYE6SIQQrIsEOvr3JwSUDYd6ti8dUx
+        hddnKajllz010FPoKDbguUU1U/KYcmwHFAVkQwPuHMdq7WPN/NWcuZr6SFHLh6HVmkcWgc5ttxQp
+        PAbpBPTIksyXJ2XWxFP2GI/ISnX37hzQ12eAqteC1fStb8WZs+LVOw5HltyUIrx1QQOQQpIT5vfG
+        RrX7OQAsq3UXVEyEOtgc4Hp9YUTCSJ2yXPtiirQzZ7U3Gti7NABC4GTEl8k9EHQ5atZ6YmDvOjyA
+        EAqHVfGmZP3TqgJ6YYgsZFFcXTSAqUBRAhlcP1A8sRX3GCmQiCGcMPakX44YHyhpHC2OE7q+YvP/
+        aHIKb4puxHg4edmgELQcVOZMPxTZnesyegHsqYOn6+XNswawbTkHc6xt/OzqwnTDmF2pZr2snt7S
+        iJ5mJwKc04StRf/o+eYAT68uwAXTKPQeZCIrbbX0IXgXCGTgabLWzrGnrtG+T65VtvkD4Mihhxw3
+        GE62G8tEGyL0gCCD2yZIvMfYKbF7p4FT6LGnkUKaMfyqOQ7nfTFD+UaVNXJwrQCNpDEBStFYwq5U
+        p56vVLq5uqi1AxkwqphW9EwXar7f80hFhTB2FOZWAsE9oEqr4eFCVZPNAdYXpmXjVDNVLtNei3Oi
+        ykltLRx1rYIv1NfcrVmMy1rOo9NvCS8grg9u61oMyR9gwyzKykeSa2VdX8yQPhKAuzpDZizf488c
+        j9WjkKx2JBO1Dr0/GE4Dwd85psFkRuH5F0mCV4ySGiXHXltIo9QeknQUWVVGiqaJNcdPOaIHVDlo
+        YD847W1r8cbOoKcOckg4TdTBxDrmHfrGRkcwFBUQDso6WF/M0jJX5CvaBaLO+mXuX84pErZDFbRn
+        K/hELY8jhc4CPdO093P9fij1O6iyvQmD6eSRw6cq03bLMUn1pU8OnEP/1eQrhJwoWrGdDrC60JSx
+        EXlkC2QF/0hOPwBhrQWM1DmEyWPShijj/NRBj4pmiqILRKXPWQDzFgE9poFUhreRx3lx+aYT33Kb
+        TdM/EeoaIZWQf9gpwDqydDaopmoTxqPK0479riwkZGOtJVM8jTWrZKzgVQ0bNjl0vi4vpRc4gq2k
+        1k5nnVLBUieRtDeSkiFRJEl/3AFvvkwYpM6/17Qjz5MqVO3RVhEOsNWsC9kgzqyFiQKlSmm4Cy45
+        THQaBZDQea6jTfcB/yhbK/CR1bqv+awvooVPlVibWHigy2ZLp+HCqv5Zx6Qtau85uMQKteZxp9v7
+        aCTSkW17gC1uVY7qEqh+HogmnY/tg6E/YOhNMOeRVLeVEm7VzLJnruBvVAesbV9J+ZyYvRnGnHjE
+        RGcMm/u/NKEbyR++XlBrJ66t/K3PMi/fH8pQaow+p+247L4qpmdiCH3kvTbWDK9Gb0oDkX7JznrB
+        jdZEiXT463daxr8cADsu+q2e4lEQVFhn5S5RcOwxuF9LTnrvOFbtOEDPVqnmJE8zuILJybYsJmVP
+        1FVaUVNgbOEfWffzs8xmNbUMK1zPV/BysmH95ahYRot0XI47La3KkfM+z9JZBkWx9KeredWh8/X8
+        cJ7Yqvh7T2ngjj33B8hShfb87qMYWRVq6Sz08xuVUNxpsHql2nKuEozeOGXmsq7WegPsjtVpc7SV
+        2GPopMWpqlB29kW93hSACyvbwdGOSvVy0vndwUZ7W/uh3ILdjmR1fsWMtM2Ces0N2fuzFxh0JzXj
+        ern9sb75fb7Oeu6nyBv56uhi64KT4ado0qVXV0k8Lezt708AfrRrc350E16UteKnxA9k7q7X62Jv
+        UW7r/wMAAP//jFi9DoIhDNx5DGaHbxDi9zSEtEVr/CHANzj47gYwFiOD85XLHSXAtcoQ1Jr9G23/
+        GgEOy7qbEDqkelvlIXlr8HAilKUS0/2GfB8ANdj+lTPj7tb5dvyHXgAAioXQxUTI8G1ZyhKdW9ie
+        l322uQnW9dgxkCtMqbYCKfjt0mcMOj9yoasLXF/umLgPGkJ0xi4+WDJm1eqpXgAAAP//AwCGkEKG
+        dhEAAA==
+    headers:
+      CF-RAY:
+      - 97144c27cad01abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:53:07 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=gumItH7ZRtD4GgE2NL8KJd5b0g0ukzMySphsV0ru1LE-1755550387-1.0.1.1-iwCn2q9kDpJVTaZu1Swtv1kYCiM39NBeviV1R9awG4XHHMKnojkbu6T7jh_Z3UxfNbluVCsI6RMKj.2rEPp1IcH63gHUQdJfHF71CdCZ3Uc;
+        path=/; expires=Mon, 18-Aug-25 21:23:07 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=d7iU8FXLKWOoICtn52jYIApBpBp20kALP6yQjOvXHvQ-1755550387858-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '14516'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '14596'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999830'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999827'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_3c1af5f5590a4b76b33f3fbf7d3a3288
+    status:
+      code: 200
+      message: OK
+version: 1

tests/cassettes/test_task_without_allow_crewai_trigger_context.yaml

@@ -0,0 +1,154 @@
+interactions:
+- request:
+    body: '{"messages": [{"role": "system", "content": "You are test role. test backstory\nYour
+      personal goal is: test goal\nTo give my best complete final answer to the task
+      respond using the exact following format:\n\nThought: I now can give a great
+      answer\nFinal Answer: Your final answer must be the great and the most complete
+      as possible, it must be outcome described.\n\nI MUST use these formats, my job
+      depends on it!"}, {"role": "user", "content": "\nCurrent Task: Analyze the data\n\nThis
+      is the expected criteria for your final answer: Analysis report\nyou MUST return
+      the actual complete content as the final answer, not a summary.\n\nBegin! This
+      is VERY important to you, use the tools available and give your best Final Answer,
+      your job depends on it!\n\nThought:"}], "model": "gpt-4o-mini", "stop": ["\nObservation:"]}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate, zstd
+      connection:
+      - keep-alive
+      content-length:
+      - '822'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=aoRHJvKio8gVXmGaYpzTzdGuWwkBsDAyAKAVwm6QUbE-1743465392324-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.93.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.93.0
+      x-stainless-raw-response:
+      - 'true'
+      x-stainless-read-timeout:
+      - '600.0'
+      x-stainless-retry-count:
+      - '0'
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.11.12
+    method: POST
+    uri: https://api.openai.com/v1/chat/completions
+  response:
+    body:
+      string: !!binary |
+        H4sIAAAAAAAAAwAAAP//jFddcxu3Dn3Pr8BoJi8eSWM5luP6zbFbN7d1m0n81nQyEAntIuaSe0lQ
+        itLpf++A+6G1rztzX+zVcgEeAAeH4F+vAGZsZ1cwMzWKaVq3uLlY/XD5n7uffzvLFw+r28tV+nT3
+        7vdV/hDuf8bZXC3C5isZGayWJjStI+Hgu2UTCYXU6+rter1en56vTstCEyw5NataWZyHRcOeF2en
+        Z+eL07eL1WVvXQc2lGZX8McrAIC/yl/F6S19m11B8VXeNJQSVjS7Gj8CmMXg9M0MU+Ik6GU2Py6a
+        4IV8gf4efNiDQQ8V7wgQKoUN6NOeIsBn/xN7dHBdfl/BZ//Zn5xce3SHxAk+UhuinJx0r1dLeO8l
+        BpuNpuHk5EodPNScIJYPAblJIAFQHXwnkJqgjWHHlixYFIREAuwhREtRv6RvEtEINISefbXNDtgn
+        rmpJIDVKgc5+G2IDSSIKVWzAkuHEwadlh+xsCbfq/ZaSidw+QUfdxiZ4zVSCsIUmO+HWEewwMm4c
+        pTmwNy5b9hVssoAPAo4bFrKKMqGjBFuuctRvTU4SGopgqQlVxLZmk+ZQ0fADXY8ZFcoc0FsQbigJ
+        Nm2BIBF9wpLHtIQf0dRAXuJBkyM9Zs1VpDZSIi8JELLn/2aa2s4BnQt7hb0NETTMpo1Uk0+l3EMh
+        wxbaHE2NqURINe44RAg7UqPUkuEtk4WWIgfbZ/XNEu5J6mCDC9VhktDRLSe10EDJQi6+k6BwkpKD
+        plgnSNnUgAnsUJ4dHb/TfIYYyZVcjb67pEWqIiUtNZS20h2UX8lQFGQPg12quU2wIdkT+WNde17s
+        OGV0/L3bQkJwCTASoEsBsrDj712h2bnc0Qwe6QASydtUkLQoQnFk3PkSfmKvfEl9Yj77BZycfCpM
+        eSh2/QKA5uwJhSDVYa+J58rzlg16gdzuMdpuy64wMk11V5k57FlqaAkfe4/BmByj5sXm8q8Oji0e
+        IBGmQq774KVeBL9o9AGqGPZSg8aYAHcUsSILq/Xr3rfuWnNVU5J+i0hG+9UqN2/JULOhuBwCvhl6
+        4XbSC2Pk17CJhI827L1y8MXGgUg7Qtf3u27f4NcQWQ4T2lKCPUVdsgQbbRPLO7ZZ7UoAZ+vFm/M5
+        oDEhexka4vz0dem2IOie9dy1tayP6Nzh2NJJg8xxg14Jgkl1QyJvcq8EF1OHJT3zgsVg2RNVpIKv
+        oI20pUjeUMHRdqqp8JTOG3YshzGHd1PhGMR3zOFHqkaYgzRAylVFSSZJ+y1EqfdaNQUOIcuxNYPU
+        FLWZNPS+zthXd8IHjcwTRneAs/VrOBD2EqFPSyhKb0J2FjYEKNO8CMaK9LnB+EglFwabFrnyCRxm
+        b+qOQAWvIhyjf6CmDREdvO+F/8ge/0TBJvVTNS1qU4d9n4PSExORq0OOCdBx5buA9Zi02mIbVSpK
+        qftkPsif0RSPErI6gw/3pfPfwIf7+ZBw9Rxa4Ub5pIo+lLcJhVcQ4pHl5CusqCGvZx4LoyrfoCDr
+        JdxMdO9Z2adLJtB2y4bLKdCTjUaihcRFUF9WwhEZOtDU7ViYOkXryr8LLjc0cmKyl6b8dHm57guv
+        muCGg5mAtWiCSnA9Uceq03YbYsEJNvKuFEk36qO+WMJHMqFpyNsO7hP5fBhodD86vBloNNLiHSbl
+        tJ+qyDg1zEGQXYhPqDhMDqVcpjuoQnfQFt1QCdFGyO3z9m/wAAcmZyHlTRm0GB1EkjycBQr7d2UE
+        fyf4JME8wq+0I3fEe8c76jZjS166k7bLvpI2/YtylyKx1zlT431O7Tlg28bQRu7YoBs73RjQfs1J
+        mkKXVA/9WpRTAjREAm3QAVFDsdQUMuRYUXpZkX781qJPx5kK4EaHKUsFtcYVe4nSk14FbphiRk2a
+        A0vJ5YZgQ56UYtpBAdjvtK2qEgQ37DC+XDgtjLcUe1UraltKpPOZcJOduujUrCfbW20xnevS04Hw
+        eKh2s2mCTlV0ZHhh/NyiUb1W991Up8NsP4EuGnwsULwtfCfYZsmRjiLT49VOKXCEfQ45QRM8S4iD
+        MVpspev3sJ3GvRnZjoKLsoc/gtyzc5pUE3PJKHtokL3ORkWDQ9OSdAKBdodesBp78XIJ121LKig0
+        sHUxvPoG11dwS9pMZKEba8os9VAGq2ffvruCO+VLR9qbGlUC3g/DlCL5hQ7jxPTM+OZqOmfCu3Fi
+        UGn9NJknx3tJ0Yv+OPqXeXerZzlCDJucBLYh93pTnB5vEq1D74cahJYi9mLJjZKDui5ScewpHWKF
+        vp8kl9NLV6RtTqgXP5+dmyyg96GrbLnu/dmv/D1e8Fyo2hg26ZnpbMueU/0lFjnQy1yS0M7K6t+v
+        AP4sF8n85G44U71v5YuERyrbrdbrzt/seH89rl6s3vSrZaA5Lry9uJy/4PCLLYRIk7vozKAe7UfT
+        48UVs+UwWXg1Cft/4bzkuwudffX/uD8uGEOtkP3S/gMAAP//KkpNyUxG9TJCWVEqqH+PSxk8mMEO
+        VipOLSrLTE6NL8lMLQJFRUpqWmJpDqTXrVRcWVySmhuflpmXnlpUUJQJ6XqnFcSbmhkkppmlmppa
+        KnHVcgEAAAD//wMABbo03YgQAAA=
+    headers:
+      CF-RAY:
+      - 97144d0daeb11abc-GRU
+      Connection:
+      - keep-alive
+      Content-Encoding:
+      - gzip
+      Content-Type:
+      - application/json
+      Date:
+      - Mon, 18 Aug 2025 20:53:43 GMT
+      Server:
+      - cloudflare
+      Set-Cookie:
+      - __cf_bm=UW4fV15_S2h9VQ58d_nhU200TOxc3Tjdd_QFUBY6B80-1755550423-1.0.1.1-.oSX43E.zjFk61gbEHMacZh5c8ndmynl75bstCvKcohtwVY6oLpdBWnO2lTUFXpzvGaGsbuYt55OUo_Hmi228z97Nm4cDdOT84lhfStAcms;
+        path=/; expires=Mon, 18-Aug-25 21:23:43 GMT; domain=.api.openai.com; HttpOnly;
+        Secure; SameSite=None
+      - _cfuvid=dg9d3YnyfwVQNRGWo64PZ6mtqIOlYEozligD5ggvZFc-1755550423708-0.0.1.1-604800000;
+        path=/; domain=.api.openai.com; HttpOnly; Secure; SameSite=None
+      Strict-Transport-Security:
+      - max-age=31536000; includeSubDomains; preload
+      Transfer-Encoding:
+      - chunked
+      X-Content-Type-Options:
+      - nosniff
+      access-control-expose-headers:
+      - X-Request-ID
+      alt-svc:
+      - h3=":443"; ma=86400
+      cf-cache-status:
+      - DYNAMIC
+      openai-organization:
+      - crewai-iuxna1
+      openai-processing-ms:
+      - '13654'
+      openai-project:
+      - proj_xitITlrFeen7zjNSzML82h9x
+      openai-version:
+      - '2020-10-01'
+      x-envoy-upstream-service-time:
+      - '13673'
+      x-ratelimit-limit-project-tokens:
+      - '150000000'
+      x-ratelimit-limit-requests:
+      - '30000'
+      x-ratelimit-limit-tokens:
+      - '150000000'
+      x-ratelimit-remaining-project-tokens:
+      - '149999827'
+      x-ratelimit-remaining-requests:
+      - '29999'
+      x-ratelimit-remaining-tokens:
+      - '149999827'
+      x-ratelimit-reset-project-tokens:
+      - 0s
+      x-ratelimit-reset-requests:
+      - 2ms
+      x-ratelimit-reset-tokens:
+      - 0s
+      x-request-id:
+      - req_169cd22058fb418f90f12e041c0880a9
+    status:
+      code: 200
+      message: OK
+version: 1