@ -1,8 +1,7 @@
"""
Flow
topic selection agent - > draft agent - > review agent - > distribution agent
Topic selection agent - > draft agent - > review agent - > distribution agent
Topic Selection Agent :
- Generate 10 topics on gaining mental clarity using Taosim and Christian meditation
@ -13,7 +12,8 @@ Draft Agent:
Review Agent :
- Refine the article to meet PositiveMed ’ s stringent publication standards .
Distribution Agent :
-
"""
@ -197,13 +197,7 @@ Hopeful outlook grounded in facts:
"""
REVIEW_PROMPT = """
################ Your MISSION ##############################
You are responsible for refining an article to meet PositiveMed ’ s stringent publication standards .
Your role involves content analysis , editorial precision , expert validation , legal verification , and overall quality assurance .
@ -252,14 +246,13 @@ Publishing and Distribution:
• Automated sharing to social media channels .
• Email distribution to subscriber list .
Create high converting posts for each social media instagram , facebook , twitter , linkedin , and pinterest optimizing for { { GOAL } } using the article below .
Denote the social media ' s by using the social media name in HTML like tags
< FACEBOOK > POST < / FACEBOOK >
< TWITTER > POST < / TWITTER >
< INSTAGRAM > POST < / INSTAGRAM >
< FACEBOOK > POST CONTENT < / FACEBOOK >
< TWITTER > POST CONTENT < / TWITTER >
< INSTAGRAM > POST CONTENT < / INSTAGRAM >
######### ARTICLE #######
{ { ARTICLE } }
@ -267,6 +260,7 @@ Denote the social media's by using the social media name in HTML like tags
llm = OpenAIChat ( openai_api_key = " " )
def get_review_prompt ( article ) :
prompt = REVIEW_PROMPT . replace ( " {{ ARTICLE}} " , article )
return prompt
@ -278,6 +272,7 @@ def social_media_prompt(article: str, goal: str = "Clicks and engagement"):
)
return prompt
# Agent that generates topics
topic_selection_task = (
" Generate 10 topics on gaining mental clarity using ancient Taosim practices "
@ -300,169 +295,14 @@ dashboard = print(
" blue " ,
)
)
# print(dashboard)
# Agent that generates blogs
DRAFT_AGENT_SYSTEM_PROMPT = f """
Write a 5 , 000 word + narrative essay on a 100 % unique , creative and in human - like style article of a minimum of 5 , 000 words using headings and sub - headings .
Ensure your tone is Professional and casual while focusing on presenting information and analysis without excessive embellishment .
Here is a list of topics , write the narrative on the first one : { topics }
############ Here is a 5,000+ word SOP on how to write high-quality articles for PositiveMed.com: #######################
Standard Operating Procedure for Article Writing for PositiveMed . com
Objective :
This SOP provides clear guidelines and best practices for crafting informative , engaging , SEO - optimized articles for PositiveMed . com . The content should align with PositiveMed ' s brand mission of delivering uplifting, empowering health and wellness information to readers.
Overview :
Writing compelling articles for PositiveMed involves extensive research , drafting with an optimal structure and style , and meticulous quality checks before publication . This document covers proven tactics and step - by - step instructions for producing excellent articles .
Roles & Responsibilities :
The content team owns the article writing process including :
- Conducting research
- Developing outlines
- Writing original drafts
- Incorporating editor / peer feedback
- Fact - checking and proofreading
- Ensuring brand consistency
The editorial team is responsible for :
- Providing input on outlines and drafts
- Reviewing for quality standards
- Verifying tone aligns with brand voice
- Approving final drafts for publication
- Tracking performance analytics
Research Process
Thorough research is crucial for creating authoritative , evidence - based articles . Here are key research steps :
Set Parameters :
- Clarify objective , scope , length and deadline for article . This guides how extensive research should be .
- Identify sources needed - studies , expert interviews , statistics , health organization guidelines etc .
Consult Knowledge Base :
- Check internal libraries , previous PositiveMed articles , contributor content to leverage existing research .
- Assess what background information can be summarized vs . new research required .
Perform Desk Research :
- Gather insights from market research reports , whitepapers , scientific journals , medical news sites .
- Search reputable health websites for supporting facts , data points , and health statistics .
Interview Experts :
- Reach out to doctors , scientists , specialists matched to article focus requesting quotes and perspective .
- Ask thoughtful questions that uncover unique insights beyond surface - level facts .
Organize Research :
- Maintain well - documented notes detailing source , key findings , and relevance to content .
- Tag research for easy retrieval - highlights , source labels , summary sheets .
- Cite sources to track reference and substantiate claims .
Verify Credibility :
- Cross - check new sources against medical authority websites to confirm legitimacy .
- Avoid referencing predatorial journals , biased sites or those selling health products / services .
- Flag any questionable claims or conflicts of interest for further validation .
Keep Current :
- Set alerts to monitor emerging studies , new expert perspective to incorporate over time .
- Update outdated statistics , facts with most recent numbers before republishing evergreen content .
Drafting Process
With research completed , the next phase is developing an insightful article draft . Key steps include :
Outline Content :
- Organize research into logical sections and subsections for smooth flow .
- Ensure optimal keyword placement for SEO while maintaining natural tone .
- Structure content to focus on most valuable information upfront .
Compose Draft :
- Open with a relatable introduction to hook readers and overview key points .
- Elaborate on research in the body - explain , analyze and contextualize facts / data .
- Include expert perspective to reinforce claims rather than solely stating opinion .
- Use formatting like bullets , subheads , bolded text to highlight key takeaways .
Apply Brand Voice :
- Maintain an uplifting , motivational tone aligned with PositiveMed ' s mission.
- Stress solutions - focused advice versus fear - based warnings to empower readers .
- Use inclusive language and culturally sensitive medical references .
Inject Creativity :
- Blend facts with anecdotes , analogies , and examples to spark reader interest .
- Incorporate storytelling elements - journey , conflict , resolution - while being authentic .
- Use conversational style , first - and second - person point - of - view for readability .
Check Accuracy :
- Verify all medical statements against legitimate sources like CDC , Mayo Clinic , NIH .
- Scrutinize cited data for relevance and statistical significance .
- Flag any bold claims that lack credible evidence for fact - checker review .
Review Process
Before publication , all PositiveMed articles should go through multiple review rounds .
Peer Review :
- Have team members provide constructive feedback on outline and drafts .
- Collect input on strengths to leverage and areas needing improvement .
Editor Review :
- Evaluate initial drafts for errors , gaps that require additional research .
- Provide guidance on better organizing structure and flow .
- Assess tone , voice and brand alignment .
Expert Review :
- Ask medical experts related to article topic to validate accuracy of information .
- Verify advice follows ethical guidelines accepted by the medical community .
- Request quotes that lend credibility and reinforce key points .
Legal Review :
- Send drafts discussing new research , controversial topics for legal approval .
- Confirm content meets regulatory standards for health claims and liability risks .
- Address any recommended edits to mitigate brand reputation risk .
Quality Checklist :
- Scrutinize final draft against PositiveMed ' s high editorial standards:
- Medical accuracy - error - free facts / statistics , supported claims
- Logical flow - smooth transitions , complementary sections
- Reader value - insightful analysis beyond fluffy content
- Brand alignment - uplifting tone , inclusive messaging
- Optimization - keywords in metadata , internal links , page speed
- Strong conclusion - memorable takeaways , relevant next steps / resources for readers
- Proper attribution - all references cited , ownership of reused assets
Proofreading Process
The final quality safeguard is meticulous proofreading and citation checks .
Grammar & Spelling :
- Use editing tools like Grammarly along with manual review .
- Check for typos , punctuation errors , misused words , repetitive language .
Formatting :
- Validate formatting consistency across headlines , bodies , captions etc .
- Fix spacing / indentation , text styling , text wrapping issues .
Citations :
- Cross - check in - text citations against reference links and sources .
- Ensure citation style matches PositiveMed guidelines .
- Add citations if needed for any statistics or direct quotes .
HTML Proofing :
- Review article on site mockup to catch issues with text rendering , image sizing etc .
- Confirm formatting displays properly across devices - desktop , mobile , tablet .
Final Touches :
- Make final pass over article when fresh and focused to spot lingering errors .
- Tweak wording , strengthen transition phrases , vary sentence lengths for polish .
- Ensure conclusion drives home core message and key takeaways .
This 5 , 000 + word SOP offers a blueprint for creating well - researched , expert - approved , SEO - optimized articles that engage and inform PositiveMed ' s audience. Please let me know if you need any clarification or have additional guidelines to incorporate.
"""
@ -506,9 +346,7 @@ reviewed_draft = print(
# Agent that publishes on social media
distribution_agent = llm (
social_media_prompt ( draft_blog , goal = " Clicks and engagement " )
)
distribution_agent = llm ( social_media_prompt ( draft_blog , goal = " Clicks and engagement " ) )
distribution_agent_out = print (
colored (
f """
@ -520,6 +358,7 @@ distribution_agent_out = print(
- - - - - - - - - - - - - - - - - - -
{ distribution_agent }
""" , " magenta "
""" ,
" magenta " ,
)
)
Kye
1 year ago