Add A2AS Certificate

a2as.yaml

@@ -0,0 +1,277 @@
+manifest:
+  version: "0.1.2"
+  schema: https://a2as.org/cert/schema
+  subject:
+    name: abdibrokhim/twitter-replyguy
+    source: https://github.com/abdibrokhim/twitter-replyguy
+    branch: main
+    commit: "781614d0"
+    scope: [backend-python/aapp/aagents/reply_generator.py, backend-python/aapp/aagents/tweet_finder.py, backend-python/aapp/config.py,
+      backend-python/aapp/utils/openai_utils.py]
+  issued:
+    by: A2AS.org
+    at: '2026-01-26T16:16:16Z'
+  signatures:
+    digest: sha256:_Lfp_zZ3v6fEonw5Am8RTw3syE6BqYQZhPyCMmA1vzc
+    key: ed25519:T2HZgcrA0DZKqCt7h4xQE_DtA0jSlqeLITRxtDbjlig
+    sig: ed25519:HUzSgWKy8HZjez-DtkmuGIXrTa3ZVtPlsmw4cC_MTbAf2R06J6D3x1nW3dEYw-EwXm8le6QOXfOvCgd9VDkuAQ
+
+agents:
+  agent.0:
+    type: instance
+    models: [OPENAI_MODEL]
+    tools: [search_twitter, analyze_tweet_potential]
+    params:
+      function: _create_agent
+      name: TweetFinder
+      instance: agent
+      instructions: ['You are a Twitter search and analysis expert. Your job is to:', 1. Generate realistic tweets based on
+          search criteria, 2. Format tweets with proper structure, 3. Calculate viral potential for each tweet, 'When generating
+          tweets:', '- Make them realistic and on-topic for the search query', '- Include appropriate hashtags and mentions
+          when relevant', '- Vary the engagement metrics realistically', '- Ensure timestamps are recent (minutes to hours
+          ago)', '- Mix verified and non-verified authors', 'For viral potential calculation, consider:', '- Engagement rate
+          (likes, replies, retweets relative to views)', '- Recency of the tweet', '- Verified status of the author', '- Content
+          quality and likelihood of going viral', 'The viral potential should be a score from 0-100 where:', '- 90-100: Extremely
+          viral, trending content', '- 70-89: High potential for virality', '- 50-69: Above average engagement expected',
+        '- 30-49: Moderate engagement expected', '- 0-29: Low engagement expected']
+  agent.1:
+    type: instance
+    models: [OPENAI_MODEL]
+    tools: [analyze_tweet, evaluate_reply]
+    params:
+      function: _create_agent
+      name: ReplyGenerator
+      instance: agent
+      instructions: ['You are a Reply Guy expert, specialized in creating high-engagement replies to tweets.', 'Your job is
+          to:', 1. Generate replies that are likely to get engagement, 2. Evaluate potential engagement for each reply, 3.
+          List strengths of each reply, 'Guidelines for high-quality replies:', '- Ask thoughtful questions related to the
+          tweet', '- Add additional value or insights', '- Use appropriate humor when suitable', '- Be authentic and conversational',
+        '- Keep replies concise (under 280 characters)', '- Avoid generic comments or empty praise', '- Don''t be too self-promotional',
+        '- Tailor the tone to match the original tweet', '- Add relevant hashtags when appropriate, but don''t overdo it',
+        '- Create different types of replies (questions, insights, related experiences)', 'When evaluating replies, consider:',
+        '- Relevance to the original tweet', '- Likelihood of getting engagement (likes, replies)', '- Uniqueness and originality',
+        '- Potential to start a conversation', '- Appropriate length and tone', 'For estimated engagement score:', '- 90-100:
+          Exceptional, likely to get high engagement', '- 70-89: Very good, above average engagement expected', '- 50-69:
+          Good, moderate engagement expected', '- 30-49: Average, some engagement possible', '- 0-29: Below average, minimal
+          engagement expected']
+
+models:
+  OPENAI_MODEL:
+    type: variable
+    agents: [agent.0, agent.1]
+
+tools:
+  analyze_tweet:
+    type: decorator
+    agents: [agent.1]
+    params:
+      description: "Analyze a tweet to understand its context and tone.\n\nArgs:\n    tweet_content: The content of the tweet\
+        \ to reply to\n    author: The author of the tweet\n    \nReturns:\n    Analysis details including topics, tone, and\
+        \ engagement factors"
+  analyze_tweet_potential:
+    type: decorator
+    agents: [agent.0]
+    params:
+      description: "Analyze a tweet to calculate its viral potential score.\n\nArgs:\n    tweet_content: The content of the\
+        \ tweet\n    author_verified: Whether the author is verified\n    metrics: Dictionary with engagement metrics (likes,\
+        \ replies, retweets, views)\n    timestamp: When the tweet was posted (e.g. \"10 minutes ago\")\n    \nReturns:\n\
+        \    A viral potential score from 0-100"
+  evaluate_reply:
+    type: decorator
+    agents: [agent.1]
+    params:
+      description: "Evaluate the quality and potential engagement of a reply.\n\nArgs:\n    reply_content: The content of\
+        \ the reply to evaluate\n    original_tweet: The original tweet being replied to\n    \nReturns:\n    Evaluation details\
+        \ including strengths and estimated engagement score"
+  search_twitter:
+    type: decorator
+    agents: [agent.0]
+    params:
+      description: "Search Twitter for recent tweets matching criteria.\n\nArgs:\n    search_query: The search query to find\
+        \ tweets. Use Twitter search syntax.\n    max_results: Maximum number of tweets to return (default: 5)\n    \nReturns:\n\
+        \    A list of tweets matching the search criteria"
+
+imports:
+  Agent: agents.Agent
+  Any: typing.Any
+  APIRouter: fastapi.APIRouter
+  app: aapp.main.app
+  asyncio: asyncio
+  BaseModel: pydantic.BaseModel
+  calculate_viral_potential: tweet_utils.calculate_viral_potential
+  CORSMiddleware: fastapi.middleware.cors.CORSMiddleware
+  create_model: pydantic.create_model
+  DEBUG: aapp.config.DEBUG
+  Depends: fastapi.Depends
+  Dict: typing.Dict
+  FastAPI: fastapi.FastAPI
+  function_tool: agents.function_tool
+  generate_completion: openai_utils.generate_completion
+  generate_structured_output: openai_utils.generate_structured_output
+  Generic: typing.Generic
+  HTTPException: fastapi.HTTPException
+  json: json
+  List: typing.List
+  load_dotenv: dotenv.load_dotenv
+  logging: logging
+  MAX_REPLIES_TO_GENERATE: aapp.config.MAX_REPLIES_TO_GENERATE
+  MAX_TWEETS_TO_FETCH: aapp.config.MAX_TWEETS_TO_FETCH
+  OpenAI: openai.OpenAI
+  OPENAI_API_KEY: aapp.config.OPENAI_API_KEY
+  OPENAI_MODEL: aapp.config.OPENAI_MODEL
+  Optional: typing.Optional
+  os: os
+  replies: aapp.routers.replies
+  replies_router: replies.router
+  Reply: aapp.models.Reply
+  ReplyGeneratorAgent: reply_generator.ReplyGeneratorAgent
+  ReplyRequest: aapp.models.ReplyRequest
+  ReplyResponse: aapp.models.ReplyResponse
+  Runner: agents.Runner
+  sys: sys
+  time: time
+  Tweet: aapp.models.Tweet
+  TweetAuthor: aapp.models.TweetAuthor
+  TweetFilterRequest: aapp.models.TweetFilterRequest
+  TweetFinderAgent: tweet_finder.TweetFinderAgent
+  TweetMetrics: aapp.models.TweetMetrics
+  TweetResponse: aapp.models.TweetResponse
+  tweets: aapp.routers.tweets
+  tweets_router: tweets.router
+  Type: typing.Type
+  TypeVar: typing.TypeVar
+  uuid: uuid
+  uvicorn: uvicorn
+  validate_replies: validation.validate_replies
+  validate_reply: validation.validate_reply
+  validate_tweet: validation.validate_tweet
+  validate_tweets: validation.validate_tweets
+
+functions:
+  __init__:
+    type: sync
+    module: backend-python.aapp.aagents.reply_generator
+    args: [self]
+  _create_agent:
+    type: sync
+    module: backend-python.aapp.aagents.reply_generator
+    args: [self]
+  analyze_sentiment:
+    type: async
+    module: backend-python.aapp.utils.openai_utils
+    args: [text]
+    params:
+      returns: Dict
+  analyze_tweet:
+    type: tool
+    module: backend-python.aapp.aagents.reply_generator
+    args: [tweet_content, author]
+    params:
+      returns: Dict
+  analyze_tweet_potential:
+    type: tool
+    module: backend-python.aapp.aagents.tweet_finder
+    args: [tweet_content, author_verified, metrics, timestamp]
+    params:
+      returns: int
+  evaluate_reply:
+    type: tool
+    module: backend-python.aapp.aagents.reply_generator
+    args: [reply_content, original_tweet]
+    params:
+      returns: Dict
+  find_tweets:
+    type: async
+    module: backend-python.aapp.aagents.tweet_finder
+    args: [self, filters]
+    params:
+      returns: List[Tweet]
+  generate_completion:
+    type: async
+    module: backend-python.aapp.utils.openai_utils
+    args: [prompt, model, temperature, max_tokens, system_message]
+    params:
+      returns: str
+  generate_replies:
+    type: async
+    module: backend-python.aapp.aagents.reply_generator
+    args: [self, request]
+    params:
+      returns: List[Reply]
+  generate_structured_model_output:
+    type: async
+    module: backend-python.aapp.utils.openai_utils
+    args: [prompt, model_class, temperature, model, system_message]
+    params:
+      returns: T
+  generate_structured_output:
+    type: async
+    module: backend-python.aapp.utils.openai_utils
+    args: [prompt, output_schema, model, temperature, system_message]
+    params:
+      returns: Dict
+  get_openai_client:
+    type: sync
+    module: backend-python.aapp.utils.openai_utils
+    params:
+      returns: OpenAI
+  root:
+    type: async
+    module: backend-python.aapp.main
+  search_tweets:
+    type: async
+    module: backend-python.aapp.routers.tweets
+    args: [filters]
+  search_twitter:
+    type: tool
+    module: backend-python.aapp.aagents.tweet_finder
+    args: [search_query, max_results]
+    params:
+      returns: List[Dict]
+  setup_logger:
+    type: sync
+    module: backend-python.aapp.utils.logging
+  test_replies:
+    type: async
+    module: backend-python.aapp.routers.replies
+    args: [tweet_id]
+  test_tweets:
+    type: async
+    module: backend-python.aapp.routers.tweets
+
+variables:
+  API_PREFIX:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  API_VERSION:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  DEBUG:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  MAX_REPLIES_TO_GENERATE:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  MAX_TWEETS_TO_FETCH:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  OPENAI_API_KEY:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]
+  OPENAI_MODEL:
+    type: env
+    params:
+      caller: [os.getenv]
+      path: [backend-python.aapp.config]