CrewAI Social Agent #20
Conversation
WalkthroughThis change introduces a new Python-based AI agent project named "socialagent" using the Agentuity platform. It adds configuration files, documentation, agent implementation, a multi-agent workflow, and supporting scripts for development and deployment. The project is structured for LinkedIn social content generation, with environment setup, SDK documentation, and best practices included. Changes
Sequence Diagram(s)sequenceDiagram
participant User
participant AgentServer
participant SocialAgent
participant Crew
participant ResearchAgent
participant WriterAgent
participant EditorAgent
User->>AgentServer: Send request with topic prompt
AgentServer->>SocialAgent: Invoke async run(request, response, context)
SocialAgent->>Crew: build_crew(topic, company, desc, style)
Crew->>ResearchAgent: Research articles on topic
ResearchAgent-->>Crew: Research summary & insights
Crew->>WriterAgent: Write LinkedIn posts from insights
WriterAgent-->>Crew: Draft LinkedIn posts
Crew->>EditorAgent: Edit and finalize posts
EditorAgent-->>Crew: Finalized content
Crew-->>SocialAgent: Return generated content
SocialAgent->>AgentServer: Send text response
AgentServer->>User: Return LinkedIn content
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Actionable comments posted: 4
🧹 Nitpick comments (15)
frameworks/crewai/socialagent/main.py (1)
1-2: Add module and function docstrings
Static analysis flagged missing docstrings for the module andmainfunction. Please add a top-level docstring and a docstring formainto describe its purpose.Proposed diff:
+"""SocialAgent main module. + +This module provides the entry point for the SocialAgent AI agent, +printing a welcome message to indicate the agent has started. +""" def main(): + """Prints a greeting indicating the SocialAgent has started.""" print("Hello from socialagent!")🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Missing module docstring
(C0114)
[convention] 1-1: Missing function or method docstring
(C0116)
frameworks/crewai/socialagent/.gitignore (1)
178-182: Agentuity-specific ignores: minor nit
The.agentuitylogs and crash files are covered. Theoutputsentry should explicitly target a directory:- outputs + outputs/frameworks/crewai/socialagent/.editorconfig (1)
11-12: Enable trailing-whitespace trimming and final newline
Trimming trailing whitespace and ensuring a final newline are recommended for POSIX compliance and cleaner diffs.-trim_trailing_whitespace = false -insert_final_newline = false +trim_trailing_whitespace = true +insert_final_newline = trueframeworks/crewai/socialagent/pyproject.toml (1)
4-4: Add a meaningful project description.The description field is currently empty. Consider adding a brief description of what the socialagent project does to improve project documentation and discoverability.
-description = "" +description = "AI-powered social media content generation agent using CrewAI and Agentuity"frameworks/crewai/socialagent/server.py (3)
1-4: Fix import ordering to follow PEP 8 conventions.Standard library imports should be placed before third-party imports. This improves code readability and follows Python style guidelines.
-from agentuity import autostart import logging import os import sys + +from agentuity import autostart🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Missing module docstring
(C0114)
[error] 1-1: Unable to import 'agentuity'
(E0401)
[convention] 2-2: standard import "logging" should be placed before first party import "agentuity.autostart"
(C0411)
[convention] 3-3: standard import "os" should be placed before first party import "agentuity.autostart"
(C0411)
[convention] 4-4: standard import "sys" should be placed before first party import "agentuity.autostart"
(C0411)
1-1: Add module docstring for better documentation.Consider adding a module docstring to describe the purpose and functionality of this server entry point.
+""" +Entry point script for the Agentuity AI agent server. + +This script validates environment variables, configures logging, +and starts the agent server using the Agentuity autostart function. +""" from agentuity import autostart🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Missing module docstring
(C0114)
[error] 1-1: Unable to import 'agentuity'
(E0401)
11-17: Consider breaking long lines for better readability.The error message lines exceed the typical 100-character limit. Consider breaking them into multiple lines or using shorter messages.
print( - "\033[31m[ERROR] AGENTUITY_API_KEY or AGENTUITY_SDK_KEY is not set. This should have been set automatically by the Agentuity CLI or picked up from the .env file.\033[0m" + "\033[31m[ERROR] AGENTUITY_API_KEY or AGENTUITY_SDK_KEY is not set. " + "This should have been set automatically by the Agentuity CLI " + "or picked up from the .env file.\033[0m" ) if os.environ.get("_", "").endswith("uv") and os.path.exists(".env"): print( - "\033[31m[ERROR] Re-run the command with `uv run --env-file .env server.py`\033[0m" + "\033[31m[ERROR] Re-run the command with " + "`uv run --env-file .env server.py`\033[0m" )🧰 Tools
🪛 Pylint (3.3.7)
[convention] 12-12: Line too long (181/100)
(C0301)
frameworks/crewai/socialagent/agents/SocialAgent/__init__.py (1)
1-2: Module naming style: consider snake_case
The package directorySocialAgentuses PascalCase, which conflicts with Python’s snake_case module naming convention. Consider renaming the directory (and imports) tosocial_agentif it won’t break downstream references.🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Module name "SocialAgent" doesn't conform to snake_case naming style
(C0103)
frameworks/crewai/socialagent/README.md (2)
6-6: Add alt text to the deploy image
The<img>tag here is missing analtattribute, which is important for accessibility.Apply this diff:
- <img src="https://app.agentuity.com/img/deploy.svg" /> + <img src="https://app.agentuity.com/img/deploy.svg" alt="Deploy on Agentuity" />🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
6-6: Images should have alternate text (alt text)
null(MD045, no-alt-text)
73-78: Specify language for the code block
The fenced code block under “Project Structure” should declare a language for syntax highlighting.Apply this diff:
- ``` + ```textframeworks/crewai/socialagent/agents/SocialAgent/agent.py (3)
1-3: Fix import order.Standard library imports should come before third-party imports according to PEP 8.
Apply this diff to fix the import order:
-from agentuity import AgentRequest, AgentResponse, AgentContext import asyncio -from agents.SocialAgent.social_agent import build_crew + +from agentuity import AgentRequest, AgentResponse, AgentContext + +from agents.SocialAgent.social_agent import build_crew🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Missing module docstring
(C0114)
[error] 1-1: Unable to import 'agentuity'
(E0401)
[convention] 2-2: standard import "asyncio" should be placed before first party import "agentuity.AgentRequest"
(C0411)
29-31: Consider more specific exception handling.The broad
Exceptioncatch might hide specific errors that should be handled differently.Consider catching more specific exceptions:
- except Exception as e: - context.logger.error(f"Error running SocialAgent: {e}", exc_info=True) - return response.text("❌ Something went wrong while generating your LinkedIn content.") + except asyncio.CancelledError: + context.logger.warning("SocialAgent operation was cancelled") + raise # Re-raise cancellation + except ValueError as e: + context.logger.error(f"Invalid input to SocialAgent: {e}") + return response.text(f"❌ Invalid input: {str(e)}") + except Exception as e: + context.logger.error(f"Unexpected error in SocialAgent: {e}", exc_info=True) + return response.text("❌ Something went wrong while generating your LinkedIn content.")🧰 Tools
🪛 Pylint (3.3.7)
[warning] 29-29: Catching too general exception Exception
(W0718)
26-26:Details
❓ Verification inconclusive
Remove redundant topic parameter in kickoff.
The
topicis already passed tobuild_crew, so passing it again tokickoffappears redundant.Let me verify how
kickoffuses the inputs parameter:
🏁 Script executed:
#!/bin/bash # Check how kickoff method uses the inputs parameter in the Crew class ast-grep --pattern 'def kickoff($$$) { $$$ }' rg -A 10 'def kickoff' --type pyLength of output: 84
I wasn’t able to locate the
kickoffdefinition with the previous commands—let’s search the entire Python codebase for it:
🏁 Script executed:
#!/bin/bash # Locate all kickoff definitions in Python files rg -n "def kickoff" -A10 --type pyLength of output: 36
Let’s trace where
build_crewcomes from so we can locate thekickoffimplementation:
🏁 Script executed:
#!/bin/bash # Find all occurrences of build_crew in Python files rg -n "build_crew" -A5 --type pyLength of output: 2099
Let’s inspect the top of
social_agent.pyto see imports and the fullbuild_crewimplementation:
🏁 Script executed:
#!/bin/bash sed -n '1,200p' frameworks/crewai/socialagent/agents/SocialAgent/social_agent.pyLength of output: 5177
Verify necessity of
topicinkickoff
I couldn’t locate thekickoffimplementation in the local codebase (it’s part of the externalcrewailibrary), so it’s unclear whether it actually consumes theinputs={"topic": topic}you’re passing. Sincebuild_crewalready injectstopicinto every agent and task definition, this extrainputsargument may be redundant.Please confirm in the
crewaidocs or source whetherkickoffrequires an initialtopicinput. If it doesn’t, you can simplify the call to:- ).kickoff(inputs={"topic": topic})) + ).kickoff())frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (2)
41-41: Fix duplicate wording in task description.The description mentions "notable trends" twice.
Apply this diff to fix the duplication:
- description=f"Conduct a comprehensive analysis of the latest articles from leading publications in the U.S. regarding the subject of {topic}. Identify key trends, relevant current events, notable trends, and potential industry impacts.", + description=f"Conduct a comprehensive analysis of the latest articles from leading publications in the U.S. regarding the subject of {topic}. Identify key trends, relevant current events, emerging patterns, and potential industry impacts.",🧰 Tools
🪛 Pylint (3.3.7)
[convention] 41-41: Line too long (245/100)
(C0301)
51-51: Fix typo in task description.There's a missing space in "non-repetitiveparagraph".
Apply this diff to fix the typo:
- Using the insights provided, craft an **engaging 2-3 non-repetitiveparagraph LinkedIn post** for each article from the perspective of {company_name} ({company_description}). + Using the insights provided, craft an **engaging 2-3 non-repetitive paragraph LinkedIn post** for each article from the perspective of {company_name} ({company_description}).
📜 Review details
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⛔ Files ignored due to path filters (1)
frameworks/crewai/socialagent/uv.lockis excluded by!**/*.lock
📒 Files selected for processing (15)
frameworks/crewai/socialagent/.cursor/rules/agent.mdc(1 hunks)frameworks/crewai/socialagent/.cursor/rules/agentuity.mdc(1 hunks)frameworks/crewai/socialagent/.cursor/rules/sdk.mdc(1 hunks)frameworks/crewai/socialagent/.editorconfig(1 hunks)frameworks/crewai/socialagent/.gitignore(1 hunks)frameworks/crewai/socialagent/.python-version(1 hunks)frameworks/crewai/socialagent/README.md(1 hunks)frameworks/crewai/socialagent/agents/SocialAgent/__init__.py(1 hunks)frameworks/crewai/socialagent/agents/SocialAgent/agent.py(1 hunks)frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py(1 hunks)frameworks/crewai/socialagent/agents/__init__.py(1 hunks)frameworks/crewai/socialagent/agentuity.yaml(1 hunks)frameworks/crewai/socialagent/main.py(1 hunks)frameworks/crewai/socialagent/pyproject.toml(1 hunks)frameworks/crewai/socialagent/server.py(1 hunks)
🧰 Additional context used
🧬 Code Graph Analysis (2)
frameworks/crewai/socialagent/agents/SocialAgent/agent.py (1)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (1)
build_crew(12-94)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (1)
frameworks/crewai/researcher/src/agents/crewai-agent/crew.py (1)
researcher(17-23)
🪛 Pylint (3.3.7)
frameworks/crewai/socialagent/agents/SocialAgent/__init__.py
[convention] 1-1: Module name "SocialAgent" doesn't conform to snake_case naming style
(C0103)
frameworks/crewai/socialagent/main.py
[convention] 1-1: Missing module docstring
(C0114)
[convention] 1-1: Missing function or method docstring
(C0116)
frameworks/crewai/socialagent/agents/SocialAgent/agent.py
[convention] 7-7: Line too long (194/100)
(C0301)
[convention] 1-1: Missing module docstring
(C0114)
[error] 1-1: Unable to import 'agentuity'
(E0401)
[convention] 5-5: Missing function or method docstring
(C0116)
[convention] 10-10: Missing function or method docstring
(C0116)
[warning] 29-29: Catching too general exception Exception
(W0718)
[convention] 2-2: standard import "asyncio" should be placed before first party import "agentuity.AgentRequest"
(C0411)
frameworks/crewai/socialagent/server.py
[convention] 12-12: Line too long (181/100)
(C0301)
[convention] 23-23: Line too long (151/100)
(C0301)
[convention] 26-26: Line too long (125/100)
(C0301)
[convention] 1-1: Missing module docstring
(C0114)
[error] 1-1: Unable to import 'agentuity'
(E0401)
[convention] 2-2: standard import "logging" should be placed before first party import "agentuity.autostart"
(C0411)
[convention] 3-3: standard import "os" should be placed before first party import "agentuity.autostart"
(C0411)
[convention] 4-4: standard import "sys" should be placed before first party import "agentuity.autostart"
(C0411)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py
[convention] 17-17: Line too long (153/100)
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[convention] 1-1: Missing module docstring
(C0114)
[error] 3-3: Unable to import 'crewai'
(E0401)
[error] 4-4: Unable to import 'crewai_tools'
(E0401)
[error] 5-5: Unable to import 'dotenv'
(E0401)
[convention] 12-12: Missing function or method docstring
(C0116)
🪛 markdownlint-cli2 (0.17.2)
frameworks/crewai/socialagent/README.md
6-6: Images should have alternate text (alt text)
null
(MD045, no-alt-text)
72-72: Fenced code blocks should have a language specified
null
(MD040, fenced-code-language)
🔇 Additional comments (15)
frameworks/crewai/socialagent/main.py (1)
5-6: Approve entry point logic
Theif __name__ == "__main__":guard correctly invokesmain(). For production use, consider replacingprint()with a logging framework, but this scaffolding is acceptable.frameworks/crewai/socialagent/.gitignore (4)
1-8: Comprehensive cache and extension ignores
Covers Python bytecode (__pycache__,*.py[cod]) and C extensions (*.so) effectively.
9-28: Solid packaging artifact exclusions
All common build and distribution directories (build/,dist/,eggs/, etc.) are properly ignored.
39-53: Thorough test and coverage ignores
Covers coverage reports, test caches, and temp artifacts (.tox/,.pytest_cache/,.coverage*, etc.).
130-140: Environment and virtualenv patterns
Ignores a wide range of env files and virtual environment directories (.env,venv/,.venv, etc.).frameworks/crewai/socialagent/.editorconfig (2)
1-2: Header comment is clear and helpful
The link to EditorConfig and its URL provides a quick reference for contributors.
3-5: Ensure correct placement of.editorconfig
Usingroot = truehere suppresses any parent EditorConfig files. Confirm that there isn't a repository-level file you intend to inherit or override.frameworks/crewai/socialagent/pyproject.toml (1)
1-9: LGTM! Well-structured project configuration.The project configuration follows Python packaging standards with appropriate version constraints for both Python runtime and dependencies.
frameworks/crewai/socialagent/.python-version (1)
1-1: LGTM! Python version specification is consistent.The specified Python 3.11 version aligns well with the pyproject.toml requirements (>=3.10, <3.13) and follows standard practices for Python version management.
frameworks/crewai/socialagent/server.py (1)
6-36: LGTM! Well-implemented environment validation and server startup.The script provides excellent error handling with:
- Clear validation of required environment variables
- Helpful error messages with specific guidance for different scenarios
- Proper logging configuration
- Clean server startup logic
🧰 Tools
🪛 Pylint (3.3.7)
[convention] 12-12: Line too long (181/100)
(C0301)
[convention] 23-23: Line too long (151/100)
(C0301)
[convention] 26-26: Line too long (125/100)
(C0301)
frameworks/crewai/socialagent/agents/__init__.py (1)
1-1: LGTM! Standard Python package initializer.The empty
__init__.pyfile with explanatory comment follows Python packaging conventions and properly establishes the agents directory as a package.frameworks/crewai/socialagent/.cursor/rules/agentuity.mdc (1)
1-10: Config rule file looks correct
This cursor rule file is well-formed, matches the Agentuity schema, and explicitly disallows edits as intended. No changes required.frameworks/crewai/socialagent/.cursor/rules/agent.mdc (1)
1-34: Agent guideline documentation is comprehensive
The guidelines and example agent code align with Agentuity’s best practices. No actionable changes needed.frameworks/crewai/socialagent/agentuity.yaml (1)
1-65: Generated configuration file is valid
Thisagentuity.yamlconforms to the expected schema, accurately reflects development and deployment settings, and should remain as-is.frameworks/crewai/socialagent/.cursor/rules/sdk.mdc (1)
1-99: Well-structured SDK documentation!The documentation is comprehensive, well-organized, and provides clear examples of the Agentuity SDK API. It covers all essential aspects including request handling, response creation, storage APIs, and best practices.
| [*] | ||
| indent_style = tab | ||
| indent_size = 2 |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Indentation settings may conflict with Python style guidelines
You’ve set tabs with an equivalent width of 2 spaces, but Python’s PEP 8 recommends 4-space indentation. Consider overriding for .py files or switching to spaces globally to maintain consistency.
Apply this diff to add an explicit tab width and a Python-specific override:
[*]
indent_style = tab
indent_size = 2
+tab_width = 2
end_of_line = lf
charset = utf-8
trim_trailing_whitespace = false
insert_final_newline = false
+[*.py]
+indent_style = space
+indent_size = 4🤖 Prompt for AI Agents
In frameworks/crewai/socialagent/.editorconfig at lines 6 to 8, the indentation
is set to tabs with a size of 2, which conflicts with Python's PEP 8
recommendation of 4 spaces. To fix this, add an explicit tab width setting and
create a Python-specific override section that sets indent_style to spaces and
indent_size to 4 for .py files, ensuring consistent and PEP 8-compliant
indentation.
| topic = prompt # or parse it if structured | ||
| company_name = "ExampleCorp" | ||
| company_description = "a leading AI startup building tools for social content" | ||
| style_description = "conversational and concise" |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Replace hardcoded company values with configurable parameters.
The company details are currently hardcoded, which limits the agent's flexibility. These should be extracted from the request or configuration.
Consider parsing these values from the prompt or accepting them as structured data:
- topic = prompt # or parse it if structured
- company_name = "ExampleCorp"
- company_description = "a leading AI startup building tools for social content"
- style_description = "conversational and concise"
+ # Parse structured input or use defaults
+ if isinstance(prompt, dict):
+ topic = prompt.get("topic", prompt.get("text", ""))
+ company_name = prompt.get("company_name", "ExampleCorp")
+ company_description = prompt.get("company_description", "a leading AI startup building tools for social content")
+ style_description = prompt.get("style_description", "conversational and concise")
+ else:
+ topic = prompt
+ # Consider loading from context or configuration
+ company_name = context.get("company_name", "ExampleCorp")
+ company_description = context.get("company_description", "a leading AI startup building tools for social content")
+ style_description = context.get("style_description", "conversational and concise")📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| topic = prompt # or parse it if structured | |
| company_name = "ExampleCorp" | |
| company_description = "a leading AI startup building tools for social content" | |
| style_description = "conversational and concise" | |
| # Parse structured input or use defaults | |
| if isinstance(prompt, dict): | |
| topic = prompt.get("topic", prompt.get("text", "")) | |
| company_name = prompt.get("company_name", "ExampleCorp") | |
| company_description = prompt.get("company_description", "a leading AI startup building tools for social content") | |
| style_description = prompt.get("style_description", "conversational and concise") | |
| else: | |
| topic = prompt | |
| # Consider loading from context or configuration | |
| company_name = context.get("company_name", "ExampleCorp") | |
| company_description = context.get("company_description", "a leading AI startup building tools for social content") | |
| style_description = context.get("style_description", "conversational and concise") |
🤖 Prompt for AI Agents
In frameworks/crewai/socialagent/agents/SocialAgent/agent.py around lines 15 to
18, the company_name and company_description are hardcoded, limiting
flexibility. Modify the code to extract these values from the prompt input or
accept them as parameters from the request or configuration, enabling dynamic
assignment instead of fixed strings.
| scraper_tool = ScrapeWebsiteTool() | ||
|
|
||
| def build_crew(topic, company_name, company_description, style_description): | ||
| time_stamp = datetime.datetime.now().strftime('%Y%m%d%H%M%S') |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Consider sanitizing topic for filename.
The topic parameter is directly used in filenames, which could cause issues with special characters.
Add filename sanitization:
import re
def sanitize_filename(filename):
"""Remove or replace characters that are invalid in filenames."""
# Replace spaces with underscores and remove special characters
return re.sub(r'[^\w\s-]', '', filename).strip().replace(' ', '_')Then update the filename generation:
- time_stamp = datetime.datetime.now().strftime('%Y%m%d%H%M%S')
+ time_stamp = datetime.datetime.now().strftime('%Y%m%d%H%M%S')
+ safe_topic = sanitize_filename(topic)And use safe_topic instead of topic in the output filenames:
- output_file=f'outputs/research_results_{topic}_{time_stamp}.md',
+ output_file=f'outputs/research_results_{safe_topic}_{time_stamp}.md',- output_file=f'outputs/final_report_{topic}_{time_stamp}.md',
+ output_file=f'outputs/final_report_{safe_topic}_{time_stamp}.md',🤖 Prompt for AI Agents
In frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py at line 13,
the topic parameter is used directly in filenames, which can cause issues with
special characters. To fix this, add a sanitize_filename function that removes
or replaces invalid filename characters, such as replacing spaces with
underscores and removing special characters using a regex. Then, apply this
function to the topic variable before using it in any filename generation,
replacing topic with safe_topic in all relevant filename constructions.
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py
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♻️ Duplicate comments (1)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (1)
16-17: Address the unresolved filename sanitization issue.The topic parameter is still being used directly in filenames without sanitization, which was flagged in previous reviews but remains unaddressed.
This issue was previously identified but not yet resolved. Special characters in the topic could cause filesystem issues.
🧰 Tools
🪛 Pylint (3.3.7)
[convention] 16-16: Missing function or method docstring
(C0116)
🧹 Nitpick comments (3)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (3)
1-5: Add module docstring for better documentation.The module is missing a docstring that would help other developers understand its purpose and usage.
Add a module docstring at the top:
+""" +Multi-agent workflow for social media content generation. + +This module provides a build_crew function that creates a CrewAI workflow +with three agents: a researcher, content writer, and editor to generate +LinkedIn posts based on research about a specified topic. +""" import os import datetime🧰 Tools
🪛 Pylint (3.3.7)
[convention] 1-1: Missing module docstring
(C0114)
[error] 3-3: Unable to import 'crewai'
(E0401)
[error] 4-4: Unable to import 'crewai_tools'
(E0401)
[error] 5-5: Unable to import 'dotenv'
(E0401)
16-16: Add function docstring for better documentation.The function lacks documentation explaining its parameters and return value.
Add a comprehensive docstring:
def build_crew(topic, company_name, company_description, style_description): + """ + Build a CrewAI workflow for social media content generation. + + Args: + topic (str): The research topic for content generation + company_name (str): Name of the company for content perspective + company_description (str): Description of the company + style_description (str): Desired writing style for content + + Returns: + Crew: Configured CrewAI crew with agents and tasks + """🧰 Tools
🪛 Pylint (3.3.7)
[convention] 16-16: Missing function or method docstring
(C0116)
28-34: Consider adding research context access for the social writer.The social writer agent doesn't have access to tools, which is fine, but ensure it can access the research outputs effectively through task context.
The current implementation relies on task sequencing to pass data. This is correct for CrewAI, but you might want to explicitly document this dependency in the agent's backstory or goal.
🧰 Tools
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🧬 Code Graph Analysis (1)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (1)
frameworks/crewai/researcher/src/agents/crewai-agent/crew.py (1)
researcher(17-23)
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🔇 Additional comments (6)
frameworks/crewai/socialagent/agents/SocialAgent/social_agent.py (6)
9-11: Environment variable validation implemented correctly.Good implementation of the environment variable validation that was suggested in previous reviews.
19-26: Researcher agent configuration looks solid.The agent is well-configured with appropriate tools, role definition, and backstory. The use of timestamp in the goal provides good context.
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44-51: Research task is well-structured.Good task definition with clear description, expected output format, and proper tool assignment. The output file creation is appropriate.
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[convention] 45-45: Line too long (245/100)
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53-76: Excellent detailed formatting requirements for social posts.The task description provides very specific formatting constraints and examples, which should help ensure consistent output quality. The mandatory format specification is particularly helpful.
79-89: Edit task properly leverages context from previous tasks.Good use of the
contextparameter to ensure the editor has access to both research and written content. The expected output is comprehensive.🧰 Tools
🪛 Pylint (3.3.7)
[convention] 80-80: Line too long (281/100)
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91-98: Crew configuration is appropriate for the workflow.The sequential process is correct for this type of workflow where each step builds on the previous one. All agents and tasks are properly included.
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🧹 Nitpick comments (3)
frameworks/crewai/socialagent/README.md (3)
39-41: Specify a language for the environment code block.The fenced code block showing the
.envfile is missing a language identifier. Add one (e.g.,bashordotenv) to satisfy markdownlint and improve syntax highlighting.Apply this diff:
- ``` + ```bash SERPER_API_KEY=your-key-here - ``` + ```🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
39-39: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
127-133: Add a language specifier to the project structure block.The ASCII tree under Project Structure is fenced without a language tag. Consider marking it as
textorbashfor clarity and lint compliance.Example fix:
- ``` + ```text ├── agents/ # Agent definitions and implementations ├── .venv/ # Virtual environment (created by UV) ├── pyproject.toml # Project dependencies and metadata ├── server.py # Server entry point └── agentuity.yaml # Agentuity project configuration - ``` + ```🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
129-129: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
63-63: Include alt text for the deploy icon.The
<img>tag on line 63 lacks analtattribute, which is flagged by markdownlint (MD045). Add descriptive alt text:- <img src="https://app.agentuity.com/img/deploy.svg" /> + <img src="https://app.agentuity.com/img/deploy.svg" alt="Agentuity deploy button" />🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
63-63: Images should have alternate text (alt text)
null(MD045, no-alt-text)
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frameworks/crewai/socialagent/README.md
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| To run this agent, you’ll need: | ||
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| - Python 3.11+ |
There was a problem hiding this comment.
🛠️ Refactor suggestion
Unify Python version requirements.
The README lists Python 3.11+ under Requirements (line 22) but later specifies Python 3.10 or higher (line 76). Align both entries—e.g., update line 76 to “Python 3.11 or higher” to match your .python-version and avoid confusion.
- - **Python**: Version 3.10 or higher
+ - **Python**: Version 3.11 or higherAlso applies to: 76-76
🤖 Prompt for AI Agents
In frameworks/crewai/socialagent/README.md at lines 22 and 76, the Python
version requirements are inconsistent, with line 22 stating "Python 3.11+" and
line 76 stating "Python 3.10 or higher." Update line 76 to "Python 3.11 or
higher" to unify the version requirements and match the .python-version file,
ensuring consistency throughout the README.
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Actionable comments posted: 0
♻️ Duplicate comments (1)
frameworks/crewai/socialagent/README.md (1)
22-22: Unify Python version requirements. The README lists Python 3.11+ under Requirements (line 22) but Python 3.10 or higher under Prerequisites (line 76). Align both entries—update line 76 to “Python 3.11 or higher.”Also applies to: 76-76
🧹 Nitpick comments (4)
frameworks/crewai/socialagent/README.md (4)
18-29: Consolidate requirements/prerequisites sections. The Requirements (lines 18–29) and Prerequisites (lines 72–75) overlap heavily. Consider merging them into a single section to reduce redundancy and improve clarity.Also applies to: 72-75
39-41: Specify a language for this fenced code block. The environment variable snippet is fenced without a language. Add one (e.g.,dotenvorbash) to satisfy Markdown lint rules.🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
39-39: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
63-64: Add alt text to this image. The<img src="https://app.agentuity.com/img/deploy.svg" />tag lacks analtattribute. Include descriptive alt text (e.g.,alt="Agentuity Deploy Button") for accessibility.🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
63-63: Images should have alternate text (alt text)
null(MD045, no-alt-text)
129-135: Specify a language for the project structure code block. The snippet showing the directory tree isn’t tagged with a language. Add one (e.g.,text) after the backticks for better lint compliance.🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
129-129: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
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frameworks/crewai/socialagent/README.md
39-39: Fenced code blocks should have a language specified
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null
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null
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Actionable comments posted: 0
🧹 Nitpick comments (4)
frameworks/crewai/socialagent/README.md (4)
1-5: Consider adding a Table of Contents
This README is extensive and covers many sections; a TOC after the title/introduction would help users quickly navigate to requirements, setup, usage, and other sections.
39-41: Specify language for the fenced code block
Fenced code blocks should include a language identifier for proper syntax highlighting.Apply this diff to improve clarity:
- ``` + ```env🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
39-39: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
62-64: Add missing alt text to the deploy badge image
Every<img>tag should include analtattribute for accessibility.Example fix:
- <img src="https://app.agentuity.com/img/deploy.svg" /> + <img src="https://app.agentuity.com/img/deploy.svg" alt="Deploy to Agentuity" />🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
63-63: Images should have alternate text (alt text)
null(MD045, no-alt-text)
129-135: Specify language for the project structure code block
The directory tree snippet needs a language identifier to enable proper formatting.Example diff:
- ``` + ```text🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
129-129: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
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🪛 markdownlint-cli2 (0.17.2)
frameworks/crewai/socialagent/README.md
39-39: Fenced code blocks should have a language specified
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| @@ -0,0 +1,174 @@ | |||
| # 🧠 CrewAI Social Agent | |||
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Needs the logo at the top and our deploy button to deploy one click.
| - Python 3.10+ | ||
| - [Agentuity CLI](https://agentuity.dev/Introduction/getting-started) | ||
| - API Key from [Serper.dev](https://serper.dev/) (used for Google Search) | ||
| - The following Python packages installed: |
There was a problem hiding this comment.
Is this needed? The sample app should have these packages installed right?
| - `crewai-tools` | ||
| - `python-dotenv` | ||
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| You can install them manually with: |
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| ## 🚀 Run the Agent | ||
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| agentuity dev |
There was a problem hiding this comment.
Missing steps: git clone, then next is to install dependencies
| agentuity deploy | ||
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| <div align="center"> |
| <br /> | ||
| </div> | ||
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| # 🤖 Python Agent Project |
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This is the boilerplate readme so not all this applies.
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Actionable comments posted: 2
🧹 Nitpick comments (5)
frameworks/crewai/socialagent/README.md (5)
7-9: Add alt text to the deploy button image.The second
<img>tag lacks analtattribute, which is required for accessibility and screen readers.Apply this diff:
- <img src="https://app.agentuity.com/img/deploy.svg" /> + <img src="https://app.agentuity.com/img/deploy.svg" alt="Deploy to Agentuity" />🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
8-8: Images should have alternate text (alt text)
null(MD045, no-alt-text)
24-24: Capitalize “Markdown” properly.Use the proper noun when referring to the formatting language.
- - Generates polished LinkedIn-style posts using markdown formatting + - Generates polished LinkedIn-style posts using Markdown formatting🧰 Tools
🪛 LanguageTool
[grammar] ~24-~24: Did you mean the formatting language “Markdown” (= proper noun)?
Context: ...tes polished LinkedIn-style posts using markdown formatting Each run produces: - ✅ A fe...(MARKDOWN_NNP)
81-82: Specify a language for this fenced code block.Fenced code blocks should declare a language for syntax highlighting. For plain text prompts, use
text:- ``` + ```text🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
81-81: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
163-169: Specify a language for the directory tree block.Add a language identifier to improve readability and lint compliance:
- ``` + ```text🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
163-163: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
58-63: Include Windows instructions for virtual environment setup.Add Windows-specific activation steps for cross-platform clarity:
- python3 -m venv .venv - source .venv/bin/activate + python3 -m venv .venv + # On macOS/Linux: + source .venv/bin/activate + # On Windows (PowerShell): + .\.venv\Scripts\Activate.ps1
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🪛 LanguageTool
frameworks/crewai/socialagent/README.md
[grammar] ~24-~24: Did you mean the formatting language “Markdown” (= proper noun)?
Context: ...tes polished LinkedIn-style posts using markdown formatting Each run produces: - ✅ A fe...
(MARKDOWN_NNP)
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frameworks/crewai/socialagent/README.md
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| ## 📋 Prerequisites | ||
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| Before you begin, ensure you have the following installed: | ||
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| - **Python**: Version 3.10 or higher | ||
| - **UV**: Version 0.5.25 or higher ([Documentation](https://docs.astral.sh/uv/)) |
There was a problem hiding this comment.
Add Agentuity CLI installation to Prerequisites.
The CLI is used throughout (e.g., agentuity dev, agentuity login) but isn’t listed under prerequisites. For example:
- - **Python**: Version 3.10 or higher
+ - **Python**: Version 3.10 or higher
+ - **Agentuity CLI**: Install via `pip install agentuity` or follow the Agentuity [CLI docs](https://agentuity.com/docs/cli)📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
| ## 📋 Prerequisites | |
| Before you begin, ensure you have the following installed: | |
| - **Python**: Version 3.10 or higher | |
| - **UV**: Version 0.5.25 or higher ([Documentation](https://docs.astral.sh/uv/)) | |
| ## 📋 Prerequisites | |
| Before you begin, ensure you have the following installed: | |
| - **Python**: Version 3.10 or higher | |
| - **Agentuity CLI**: Install via `pip install agentuity` or follow the Agentuity [CLI docs](https://agentuity.com/docs/cli) | |
| - **UV**: Version 0.5.25 or higher ([Documentation](https://docs.astral.sh/uv/)) |
🤖 Prompt for AI Agents
In frameworks/crewai/socialagent/README.md around lines 106 to 111, the
Prerequisites section is missing the installation of the Agentuity CLI, which is
required for commands like `agentuity dev` and `agentuity login`. Add a line
specifying the Agentuity CLI installation with the required version or a link to
its installation instructions to the list of prerequisites.
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Actionable comments posted: 0
♻️ Duplicate comments (2)
frameworks/crewai/socialagent/README.md (2)
1-11: Logo and deploy button correctly included
The Agentuity logo and one-click deploy button are present at the top of the README.🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
8-8: Images should have alternate text (alt text)
null(MD045, no-alt-text)
109-110:⚠️ Potential issueAdd Agentuity CLI to prerequisites
The CLI is required foragentuity devandagentuity deploy.- **Python**: Version 3.10 or higher - **UV**: Version 0.5.25 or higher ([Documentation](https://docs.astral.sh/uv/)) + - **Agentuity CLI**: Install via `pip install agentuity` or see [Agentuity CLI docs](https://agentuity.com/docs/cli)
🧹 Nitpick comments (4)
frameworks/crewai/socialagent/README.md (4)
8-8: Add alt text to deploy button image
Include descriptive alt text on the deploy.svg image for accessibility.- <img src="https://app.agentuity.com/img/deploy.svg" /> + <img src="https://app.agentuity.com/img/deploy.svg" alt="Deploy to Agentuity" />🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
8-8: Images should have alternate text (alt text)
null(MD045, no-alt-text)
24-24: Capitalize “Markdown” as a proper noun
Use “Markdown” instead of lowercase.- - Generates polished LinkedIn-style posts using markdown formatting + - Generates polished LinkedIn-style posts using Markdown formatting🧰 Tools
🪛 LanguageTool
[grammar] ~24-~24: Did you mean the formatting language “Markdown” (= proper noun)?
Context: ...tes polished LinkedIn-style posts using markdown formatting Each run produces: - ✅ A fe...(MARKDOWN_NNP)
81-81: Specify language for the code block
Add a language specifier to this fenced block to satisfy lint rules.- ``` + ```text🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
81-81: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
163-163: Specify language for the project structure block
Label this fence for clarity and lint compliance.- ``` + ```text🧰 Tools
🪛 markdownlint-cli2 (0.17.2)
163-163: Fenced code blocks should have a language specified
null(MD040, fenced-code-language)
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🪛 LanguageTool
frameworks/crewai/socialagent/README.md
[grammar] ~24-~24: Did you mean the formatting language “Markdown” (= proper noun)?
Context: ...tes polished LinkedIn-style posts using markdown formatting Each run produces: - ✅ A fe...
(MARKDOWN_NNP)
🪛 markdownlint-cli2 (0.17.2)
frameworks/crewai/socialagent/README.md
8-8: Images should have alternate text (alt text)
null
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81-81: Fenced code blocks should have a language specified
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Summary by CodeRabbit
New Features
Documentation
Chores