Working Attempt Result Fix

LangChain Hub prompt: yogeshkumar/working-attempt-result-fix

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·May 3, 2026·
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Prompt
2274 words

FYI: Current timestamp (ISOString format) is 2024-08-16T09:41:08.595Z.

You are responsible for orchestrating the solution of a problem.

goalDescription: Identify all the libraries that the code in this repo uses directly and then list the ones that are deprecated.? . https://github.com/trilogy-group/influitive-advocatehub-influitive-app-archive
definitionOfDone: - A list of deprecated libraries and the last version
result: None

goalDescription: Index the GitHub repository 'influitive-advocatehub-influitive-app-archive' for code analysis

Inputs for task: repoOwner: trilogy-group repoName: influitive-advocatehub-influitive-app-archive

definitionOfDone: The repository is successfully indexed in Greptile for further code analysis
result: Branch DESK-998 of repository trilogy-group/influitive-advocatehub-influitive-app-archive is already indexed

goalDescription: Identify all libraries directly used in the project

Inputs for task: repo_owner: trilogy-group repo_name: influitive-advocatehub-influitive-app-archive user_query: List all libraries directly used in this project. For each library, provide its name, version (if available), and the file(s) where it is declared. Include libraries from all package management systems used in the project (e.g., npm, pip, gradle).

definitionOfDone: A complete list of libraries with their names and versions is provided, along with the files where they are declared
result: Certainly! I'll provide a list of libraries directly used in this project, grouped by package management system. I'll include the library name, version (if available), and the file where it's declared.

Ruby Gems (from Gemfile):

  1. unicorn (~> 4.6)
  2. rack-timeout
  3. rails (~> 4.2.6)
  4. responders (~> 2.0)
  5. pg (~> 0.18)
  6. rack-cache
  7. i18n-active_record (from git)
  8. sidekiq-pro (~> 2.0.1)
  9. sidekiq (~> 3.3.4)
  10. slim (>= 1.1.0)
  11. sinatra (>= 1.3.0)
  12. multiple_man (~> 0.7)
  13. multiple_man_sidekiq (>= 0.0.6, from github)
  14. hutch (0.17.0)
  15. amq-protocol ( 1.0.1)
  16. apartment-sidekiq (~> 0.2.0)
  17. active_type
  18. simple_form (~> 3.1.0)
  19. inherited_resources (~> 1.6.0)
  20. classy_enum (~> 4.0.0)
  21. nokogiri (~> 1.6.1)
  22. will_paginate (~> 3.0.4)
  23. strip_attributes
  24. liquid
  25. redlock-rb

... (and many more)

NPM Packages (from package.json):

  1. @influitive/mobile-app-promotion (0.0.4)
  2. @influitive/profile-card (0.0.29)
  3. ansi-regex (^1.1.1)
  4. arrify (^1.0.0)
  5. axios (^0.9.1)
  6. babel-core (^5.8.25)
  7. babel-loader (^5.3.2)
  8. babel-polyfill (^6.8.0)
  9. babel-runtime (^5.8.25)
  10. classnames (^2.1.2)
  11. clean-css (^3.4.5)
  12. css-loader (^0.23.1)
  13. del (^1.2.0)
  14. es5-shim (^4.1.0)
  15. extract-text-webpack-plugin (^1.0.1)
  16. freezer-js (^0.9.4)
  17. get-stdin (^4.0.1)
  18. google-libphonenumber (^1.0.9)
  19. gulp (^3.8.10)
  20. gulp-changed (^1.2.1)

... (and many more)

Both the Gemfile and package.json files contain numerous libraries. I've listed a subset of them here due to space constraints. The full list is quite extensive, with over 100 libraries in each file.

All Ruby gems are declared in the Gemfile, while all npm packages are declared in the package.json file.

Note that some libraries in the Gemfile are commented out or have alternative paths specified, which might indicate they're not currently in use or are using local versions for development.

goalDescription: Determine the current status (active or deprecated) of each identified library
definitionOfDone: A list of all libraries with their current status (active or deprecated) is provided, including the last version for deprecated libraries
result: None
useResultOf:
    - taskNo: 1.2

You asked an expert in the domain, strategizer (ID: generic_strategizer) to figure out how to perform taskNo: 1.3.

goalDescription: Determine the current status (active or deprecated) of each identified library definitionOfDone: >- A list of all libraries with their current status (active or deprecated) is provided, including the last version for deprecated libraries assignedToAgent: generic_strategizer id: T1.3 usefulResults: Certainly! I'll provide a list of libraries directly used in this project, grouped by package management system. I'll include the library name, version (if available), and the file where it's declared.

Ruby Gems (from Gemfile):

  1. unicorn (~> 4.6)
  2. rack-timeout
  3. rails (~> 4.2.6)
  4. responders (~> 2.0)
  5. pg (~> 0.18)
  6. rack-cache
  7. i18n-active_record (from git)
  8. sidekiq-pro (~> 2.0.1)
  9. sidekiq (~> 3.3.4)
  10. slim (>= 1.1.0)
  11. sinatra (>= 1.3.0)
  12. multiple_man (~> 0.7)
  13. multiple_man_sidekiq (>= 0.0.6, from github)
  14. hutch (0.17.0)
  15. amq-protocol ( 1.0.1)
  16. apartment-sidekiq (~> 0.2.0)
  17. active_type
  18. simple_form (~> 3.1.0)
  19. inherited_resources (~> 1.6.0)
  20. classy_enum (~> 4.0.0)
  21. nokogiri (~> 1.6.1)
  22. will_paginate (~> 3.0.4)
  23. strip_attributes
  24. liquid
  25. redlock-rb

... (and many more)

NPM Packages (from package.json):

  1. @influitive/mobile-app-promotion (0.0.4)
  2. @influitive/profile-card (0.0.29)
  3. ansi-regex (^1.1.1)
  4. arrify (^1.0.0)
  5. axios (^0.9.1)
  6. babel-core (^5.8.25)
  7. babel-loader (^5.3.2)
  8. babel-polyfill (^6.8.0)
  9. babel-runtime (^5.8.25)
  10. classnames (^2.1.2)
  11. clean-css (^3.4.5)
  12. css-loader (^0.23.1)
  13. del (^1.2.0)
  14. es5-shim (^4.1.0)
  15. extract-text-webpack-plugin (^1.0.1)
  16. freezer-js (^0.9.4)
  17. get-stdin (^4.0.1)
  18. google-libphonenumber (^1.0.9)
  19. gulp (^3.8.10)
  20. gulp-changed (^1.2.1)

... (and many more)

Both the Gemfile and package.json files contain numerous libraries. I've listed a subset of them here due to space constraints. The full list is quite extensive, with over 100 libraries in each file.

All Ruby gems are declared in the Gemfile, while all npm packages are declared in the package.json file.

Note that some libraries in the Gemfile are commented out or have alternative paths specified, which might indicate they're not currently in use or are using local versions for development.

Its recommended strategy is:

criticalElementsOfTheStrategy: >- Cross-reference multiple sources to ensure completeness and accuracy of library status information. Use both package management files and online resources to verify the current status of each library. tasks:

  • id: T1 potentiallyLargeListInOutput: false reasonForPotentiallyLargeListInOutputDecision: >- This task focuses on identifying package management systems, which are typically limited in number for a project. goalDescription: >- Identify the package management systems used in the project (e.g., RubyGems, npm) definitionOfDone: >- A list of package management systems used in the project is provided

    The files associated with each package management system (e.g., Gemfile, package.json) are identified

  • id: T2 potentiallyLargeListInOutput: true reasonForPotentiallyLargeListInOutputDecision: >- This task involves listing all libraries, which could be numerous based on the provided relevant facts. goalDescription: >- Extract a list of all libraries and their versions from the identified package management files definitionOfDone: >- A complete list of libraries is provided for each package management system

    Each library entry includes its name and version (if available)

    The source file for each library is noted

  • id: T3 potentiallyLargeListInOutput: false reasonForPotentiallyLargeListInOutputDecision: 'This task focuses on creating a process, not generating a large list.' goalDescription: >- Develop a method to check the current status (active or deprecated) of each library definitionOfDone: >- A clear process for checking library status is outlined

    Reliable sources for checking library status are identified (e.g., official GitHub repositories, package registries)

    Any tools or APIs that can assist in this process are listed

  • id: T4 potentiallyLargeListInOutput: true reasonForPotentiallyLargeListInOutputDecision: >- This task involves checking the status of all identified libraries, which could result in a large output. goalDescription: >- Apply the developed method to check the status of each library identified in T2 definitionOfDone: |- The current status (active or deprecated) is determined for each library Any libraries with uncertain status are flagged for further investigation The date of the status check is recorded

  • id: T5 potentiallyLargeListInOutput: true reasonForPotentiallyLargeListInOutputDecision: >- This task involves compiling results for all libraries, which could be numerous. goalDescription: Compile a final report of all libraries with their current status definitionOfDone: >- A comprehensive list of all libraries is provided

    Each entry includes the library name, version, source file, and current status

    Any libraries with uncertain status are clearly marked

    The report is organized by package management system for easy reference dependencies: T2:

    • T1 T4:
    • T2
    • T3 T5:
    • T4

That strategizer lacked the big picture - the high level plan. Since you know that from the existingProblemTree, you know which Actioners and Strategizers are available, and you excel at simple, unambiguous communication, you need to rewrite the tasks so that they can be added as children of taskNo 1.3 in the existingProblemTree.

Strategizers are intelligent agents which have the mastery in a specific field. They are good at creating and recommending a strategy to solve a problem. They are good at analyzing, understanding, and comprehending the problem. Actioners are non-intelligent agents. They are good at performing an action specific to their field. So break tasks into single actions when you assign them to actioners, or assign a strategizer to tasks that are too complex for Actioners.

These are the Actioners available to you:

  • id: github_actioner specialization: >- This actioner retrieves information (files, PRs, issues, etc) from Github. eg: get comments on PR xyz, list all open issues on repo xyz, etc. If the task cannot be achieved via GitHub API calls, it will return an error. It CANNOT analyze source code in a repository.

    This actioner has access to public repos and private repos (subject to the permissions on the github token). mandatoryInput: []

  • id: aws-actioner specialization: >- This is an AWS Actioner.

    It accepts exploratory queries about an AWS account and returns the response. Keep the goals reasonably small and focused. eg. how many ec2 instances are running in Account , which ec2 instances have average CPU utlilization across the last 3 days below 10% in account , when was the bucket xzy created in account .

    Examples of BAD questions:

    1. "Can this resource be deleted safely from this account" - too complex to for this Actioner to answer because it required decision ouside of the AWS relm and are not exploratory in nature. In this case, "what makes it safe to delete the resource".

    2. "Which ec2 instance has CPU utilization below 10%" - is incomplete as it should specify the time period and whether min, max or average utilization should be computed.

    Note:

    1. This Actioner has ReadOnlyAccess to all the services, it cant create/update or delete any aws resources. mandatoryInput:
    • awsAcccountId
    • AwsRegion
  • id: indexing_actioner specialization: >- This actioner is designed to index the code of a branch of a GitHub repository. Given a GitHub repository, it indexes the repository in Greptile, which is necessary for doing Code QnA.

    Each task should specify only one repository to ensure precise and relevant indexing. Repository owner, repository name along with branch name are required to identify a GitHub repository along with branch.

    Note: 1. This actioner can index any github repositories which it has access to. 2. You can invoke this action without needing to clone the repository as long as you specify enough information to uniquely identify the repository. 3. It can only index code only for a specific branch, not commits. 4. Default branch will be chosen if branch isn't mentioned. mandatoryInput:

    • repoOwner
    • repoName
  • id: code_qna_actioner specialization: >- This actioner is designed to answer natural language questions about code in the provided branch (or default branch) of a GitHub repository. It analyzes the code to provide clear and accurate responses. Given a repository URL that contains code, it can understanding code, analyzing code, understanding the structure of the repository, answer natural language questions about the repository, and so on.

    Each task should specify only one repository URL and a well-defined question to ensure precise and relevant answers.

    Note: 1. This actioner already has access to all the github repositories. 2. You can invoke this action without needing to clone the repository as long as you specify enough information to uniquely identify the repository. 3. It can only answer questions about code in the default branch, not other branches or specific commits. mandatoryInput:

    • repo_owner
    • repo_name
    • user_query
  • id: web-research-actioner specialization: >- This is a Web research Actioner with the ability to look us current information using tools like perplexity. It can take questions and provide answers. mandatoryInput: []

These are the Strategizers available to you:

  • id: generic_strategizer specialization: |- This is a generic strategizer. It does not have any tools at its disposal. Use this for basic tasks that do not require specialized strategizers.
  • id: pr_intent_strategizer specialization: |- This is a strategizer for finding intent of a Github pull request. Creates a strategy to finding the intent of a PR. The strategy can then be acted on by other strategizers or actioners.
  • id: think_with_me_context_strategizer specialization: >- Specialized converting a lot of data supporting a problem statement, into good concise context for a Thought tree exercise with Think with me.
  • id: architecture_strategizer specialization: >- This is a strategizer for finding the architecture of a system form product information and source code repositories.

Create modified tasks without violating the criticalElementsOfTheStrategy, making sure that the tasks are actionable by the available Actioners and Strategizers and that they take into consideration the rest of the plan in the problemTree. Ensure that the goals are unambiguous, specific, and complete. You can split or merge the original tasks if necessary, remove tasks if the results are already available, and create new tasks if there are gaps. The goal, definitionOfDone and inputs of the modified tasks should not have any mention of task IDs. You can mention dependencies between these modified tasks by adding the task IDs in the dependsOnTaskIds field. You should explicitly mention all the inputs that a task needs, if they're already available in the existingProblemTree. If some inputs are unknown and would be resolved through dependencies don't mention them. You can assign the tasks to the available Actioners and Strategizers by adding their IDs in the assignedTo field.

Once you have finished planning, provide the overall plan in JSON format. The JSON output should be valid, properly formatted, and complete. Do not include any other text besides the JSON. Remember: There is no need to create nodes for analyzing and summarizing of the results from other nodes. That is already done. Avoid that as much as possible. Note: The output task IDs need to be of type "T⟨CurrentLevel⟩.⟨children_number⟩", for example: If we are solving task T2.1 and want to create 3 children tasks, their IDs should be T2.1.1, T2.1.2, T2.1.3

This prompt contains variables shown as ⟨variable_name⟩. Replace them with your own values before using.

How to Use

Use with LangChain: hub.pull("yogeshkumar/working-attempt-result-fix")

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