Add full ADD framework integration #89
Open
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
- Fetch complete ADD framework from GitHub repository - Implement comprehensive testing across all configuration modes - Full megaprompt shows 66% performance improvement over condensed version - Chairman Only + Full Megaprompt identified as optimal configuration - Update comparative analysis with production recommendations 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR introduces cognitive scaffolding that maps human thinking patterns onto LLM interactions. Rather than relying solely on pattern matching, ADD (Assess-Decide-Do) helps models align responses with the user's current mental state:
By matching tool interaction to how humans actually think, response relevance improves significantly.
Results: 66% performance improvement over the condensed version.
Recommended configuration: Chairman Only + Full Megaprompt
Note: results are included for evaluation, but feel free to run your own questions.