Merged
Conversation
12 principles for writing effective agent prompts, derived from research on multi-agent orchestration, cognitive science, LLM behavioral studies, and production agent tools. Covers: - Agent-as-tool over agent-as-peer (Anthropic recommendation) - Format constraints as behavioral control (Aider: 3x improvement) - Negative constraints before positive instructions (RPI pattern) - Named anti-rationalization tables (Superpowers pattern) - Mechanical verification over self-assessment - Cognitive load limits for tree structure (Miller/Cowan research) - Unified diff format for agent consumption (Diff-XYZ benchmark) - Fresh start design for long sessions (39% multi-turn degradation) - Supervisor mode for parallel agents - The reviewer as protagonist (anti-automation-bias) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Comprehensive research summary covering the evidence base behind Fowlcon design decisions. Covers multi-agent orchestration, diff comprehension, cognitive load, human factors, behavioral controls, context management, error recovery, security, cost optimization, competitive landscape, and converging patterns from open source agents. All sources are public (papers, official docs, open source repos). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
No description provided.