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Dec 11, 2025
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@pull pull Bot commented Dec 11, 2025

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PaulDuvall and others added 8 commits December 10, 2025 14:49
Analysis document was used for planning the restructure but is no
longer needed now that the work is complete. The insights are captured
in the git history and the restructured files themselves.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Removed references to ANALYSIS.md from directory structure and resources
section since the file has been deleted.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Added blockquote at the top of examples README that links back to the
main Issue Generation pattern definition in the root README.md. This
helps users understand the pattern context and maturity level.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
…lopment

Updated the main Issue Generation pattern definition to align with the
examples directory that now uses <1 hour tasks for AI-assisted development.

Changes:
- Description: 4-8 hours → <1 hour for AI-assisted development
- Mermaid diagram: <8 hours? → <1 hour?
- Core Principles: <8 hours → <1 hour (AI-assisted development velocity)
- Cycle Time Target: 4-8 hours → <1 hour with AI assistance
- Anti-pattern examples: Updated time estimates to reflect AI velocity
  - OAuth endpoint: 8 hours → <1 hour with AI
  - WebSocket connection: 6 hours → 45 minutes
  - Unit tests: 4 hours → 30 minutes
- Added AI-assisted note to good example

Rationale:
AI-assisted development fundamentally changes task velocity:
- Traditional: Planning (30min) + Coding (6hrs) + Testing (1hr) = 8 hours
- AI-Assisted: Planning (5min) + AI prompting (10min) + Review (20min) + Testing (15min) = 60 min

See examples/issue-generation/ for detailed AI-first implementation guidance.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Added new section highlighting NOTES.md as the location for early-stage
pattern exploration before formalization. This provides better visibility
into emerging pattern ideas and the pattern development lifecycle.

Changes:
- Added Pattern Exploration section with link to NOTES.md
- Explained purpose of NOTES.md for tracking exploratory patterns
- Mentioned current explorations (voice-to-code, etc.)

📋 Change summary:
* experiments/README.md: Added Pattern Exploration section (4 lines)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Changed from Kanban-focused to methodology-agnostic approach per Option 2.

Main README.md changes:
- Description: "Kanban-optimized" → "small, deployable work items"
- Added Methodology Note: Pattern works with Kanban, Scrum, or ad-hoc workflows
- Core Principles: "Kanban Optimization" → "Small Batch Sizing"
- Mermaid diagram: "Kanban Card Creation" → "Work Item Creation"
- Moved Kanban references to optional context section
- Reordered quotes: Agile Alliance first, Kanban context separate

examples/issue-generation/README.md changes:
- Title: "Kanban-optimized issues" → "small, deployable work items"
- Pattern Definition: Added "Works with any methodology" note
- Added "Methodology-Agnostic" callout to Why <1 Hour Tasks
- Core Principles: Added "Works with any methodology" note

Rationale:
- Core pattern is AI-assisted task decomposition, not Kanban
- Works equally well with Scrum, continuous delivery, etc.
- Prevents confusion that users need full Kanban implementation
- Keeps Kanban context as helpful reference, not requirement

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Add new experimental pattern for managing AI assistant configuration files
by loading rules incrementally based on task context. This pattern addresses
instruction saturation and context bloat in files like CLAUDE.md.

Key features:
- Three-tier architecture (main file + specialized rules + routing)
- Decision framework with mermaid diagram
- Integration with Event Automation and Custom Commands
- Three anti-patterns: Bloated Configuration, Over-Fragmentation, No Loading Guidance
- Validation metrics and success criteria

Pattern placed in Advanced Workflows section between Custom Commands
and Asynchronous Research as Intermediate maturity level.

Based on HumanLayer research on context engineering and instruction limits.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
Update Progressive Disclosure pattern to make it clear the pattern applies
to any AI coding assistant configuration file, not just Claude/CLAUDE.md.

Changes:
- Description now mentions "across any AI coding assistant (Claude Code, Cursor, Aider, etc.)"
- Core Problem section uses "AI coding assistants" instead of "Claude Code" specifically
- Examples mention CLAUDE.md, AGENTS.md, .cursorrules, .aiderules, etc.
- Directory structure clarifies CLAUDE.md is one example among many
- Main Rules File section renamed from "Main Rules File (CLAUDE.md)" to generic "Main Rules File"
- Hook configuration labeled as "example for Claude Code, adapt for your AI assistant"
- Anti-patterns updated to show applicability across all configuration file types

CLAUDE.md remains the primary example throughout, but context makes clear
this is a universal pattern applicable to OpenCode, Zed, Cursor, Aider, and
other AI coding assistants.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
@pull pull Bot locked and limited conversation to collaborators Dec 11, 2025
@pull pull Bot added the ⤵️ pull label Dec 11, 2025
@pull pull Bot merged commit 79f5eb4 into TheTechOddBug:main Dec 11, 2025
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