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Lb Bmad Skill

Use BMad (Breakthrough Method of Agile AI Driven Development) framework for AI-driven development.

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4.5 (304 reviews)
Downloads
906 downloads
Version
1.0.0

Overview

Use BMad (Breakthrough Method of Agile AI Driven Development) framework for AI-driven development.

Key Features

1

Kill Zombie Processes (BEFORE Restart!)

2

Check what was generated

Complete Documentation

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BMad Method Skill

Use BMad framework for AI-driven development with autonomous agent workflows.

For detailed reference, see:

DEPENDENCY

This skill requires coding-agent skill with Claude Code installed.

  • Claude Code must be installed (~/.local/bin/claude)
  • Use bash pty:true for all Claude Code invocations

Description

BMad (Breakthrough Method of Agile AI Driven Development) is a 4-phase framework:

  • Analysis — Explore the problem space
  • Planning — Define what to build
  • Solutioning — Decide how to build it
  • Implementation — Build it
Each phase produces documents that become context for the next phase.


Installation

To use BMad in a project:

⚠️ Security Note: npx bmad-method install fetches code from npm. Only run this if you trust the BMad package. Review the package before installing.

bash
cd ~/project && npx bmad-method install

Select Claude Code when prompted.

⚠️ Installation is Interactive

⚠️ npx bmad-method install asks questions!

For installation:

  • DO NOT use background:true - you need to respond to prompts
  • Stay in the session and answer each question
  • Monitor the log for these common prompts:
Prompt in LogExpected AnswerNotes
"Where should BMad be installed?". or ~path/to/projectCurrent directory
"Which AI tool are you using?"Claude Code or numberSelect Claude
"Select modules to install"a or enterSelect all/default
"Install BMad in current directory?"y or enterConfirm
bash
# Installation must be interactive!
bash pty:true workdir:~/project command:"cd ~/project && npx bmad-method install"
# Stay present, answer each prompt:
# - Monitor log for prompts
# - Submit answer via: process action:submit sessionId:XXX data:"y"

⚠️ Pre-Flight Check

Before running any /bmad- command, verify BMad is installed:

bash
ls -la ~/project/_bmad/  # or _bmad-output/

If not found → run installation first:

bash
bash pty:true workdir:~/project command:"cd ~/project && npx bmad-method install"


Model Selection

Strategic model selection for efficiency:

ModelBest Use Cases
SonnetArchitecture, Solutioning, Quick-dev (complex tasks)
HaikuBrainstorming, Story generation, Code review (repetitive/structured)
OpusLarge refactoring, complex architecture decisions
bash
# Examples
claude --model sonnet "Create the architecture"
claude --model haiku "Generate stories from the epic"


Available Commands (via /bmad-)

CommandPurposeOutput
/bmad-helpInteractive guide-
/bmad-brainstormingBrainstorm project ideas (use sparingly - see Notes)brainstorming-report.md
/bmad-bmm-create-prdDefine requirementsPRD.md
/bmad-bmm-create-ux-designDesign UXux-spec.md
/bmad-bmm-create-architectureTechnical decisionsarchitecture.md + ADRs
/bmad-bmm-create-epics-and-storiesBreak into storiesEpic files in _bmad-output/
/bmad-bmm-check-implementation-readinessGate checkPASS/CONCERNS/FAIL
/bmad-bmm-sprint-planningInitialize sprintsprint-status.yaml
/bmad-bmm-create-storyPrepare next storystory-[slug].md
/bmad-bmm-dev-storyImplement storyWorking code + tests
/bmad-bmm-code-reviewValidate qualityApproved/changes requested
/bmad-bmm-quick-specQuick spec (skip phases 1-3)tech-spec.md
/bmad-bmm-quick-devQuick implementationWorking code

⚠️ Important: Claude Code Execution

Use Non-Interactive Mode When Possible

For commands that don't need real-time interaction:

bash
# Non-interactive (recommended for most BMad workflows)
claude -p --dangerously-skip-permissions "Your prompt"

When to Use Background Mode

Use background:true only when:

  • Running multiple BMad workflows in sequence
  • The workflow is expected to take a long time
Always monitor with process action:log every 10-30 seconds to detect if Claude Code is waiting for input.

Permission Configuration

To avoid Claude Code blocking on permission requests:

⚠️ Security Note: Using --dangerously-skip-permissions or --permission-mode bypassPermissions suppresses permission checks. Use with caution - only for trusted code execution. For production workflows, prefer default permissions or validate the code first.

bash
# Skip all permission prompts (use with caution!)
claude --dangerously-skip-permissions "prompt"

# Or use specific permission mode
claude --permission-mode bypassPermissions "prompt"

Permission Loop Detection

If Claude Code waits for confirmation (Y/n, Commit, etc.):

  • Check the log: process action:log sessionId:XXX
  • Identify the type of prompt:
  • Shell command (Y/n): → submit "y"
  • Git commit proposal: → submit "n" (see below)
  • Other: → evaluate if you know the answer, otherwise ask user

Task Completion Detection (Background Mode)

How to know Claude Code is really done:

  • Success message in log: Look for "Task completed", "Done!", "All tasks finished"
  • Prompt available: The command prompt is back
  • Timeout: If log is silent for 2+ minutes without completion message → check process:
bash
ps aux | grep claude
   process action:log sessionId:XXX

⚠️ Only consider task complete when you see explicit success message or prompt is back.

Session Heartbeat (Long Running Tasks)

For workflows lasting 5+ minutes (/bmad-bmm-dev-story, large refactoring):

Every 60 seconds with no new log output:

bash
# Check if process is still alive
ps aux | grep claude

# If stalled but alive → check if waiting for input
process action:log sessionId:XXX

# If process died → trigger recovery (see below)


Autonomous Workflow Patterns

Pattern 1: Full Analysis + Planning Request

User says: "Analyze the current architecture and generate the product brief for project X"

Agent should:

  • Pre-flight check: Verify BMad installed (ls _bmad/)
  • Check project-context.md: If absent or outdated, generate it first (see below)
  • Launch Claude Code in the project directory:
bash
bash pty:true workdir:~/path/to/project background:true command:"claude --dangerously-skip-permissions '/bmad-bmm-create-architecture'"
  • Monitor progress with process action:log (check every 10-30s)
  • If Claude Code needs information → ask the user directly
  • When complete → run: ls _bmad-output/ to confirm files generated
  • Verify output: grep -i "error" _bmad-output/architecture.md || head -20 _bmad-output/architecture.md
  • Read architecture.md to verify coherence with user's request
  • Then launch product brief: /bmad-bmm-create-product-brief

Pattern 2: Sprint Preparation with Story Generation

User says: "Prepare sprint 1 and add tasks to OCM (OpenClaw Mission Center)"

Agent should:

  • Pre-flight check: Verify BMad installed
  • Launch Claude Code:
bash
bash pty:true workdir:~/path/to/project background:true command:"claude --dangerously-skip-permissions '/bmad-bmm-sprint-planning && /bmad-bmm-create-epics-and-stories'"
  • Wait for stories to be generated in _bmad-output/epics/
  • Refresh context: run ls -R _bmad-output/ to confirm files exist
  • Read stories efficiently (see "Reading Stories Safely" below)
  • Create OCM tasks from each story (use task-manager skill)
  • Report completion with task list
#### OCM Task Traceability

When creating OCM tasks, ALWAYS include the BMad story reference:

text
Task: Implement login form validation
Description: [full story content]
---
Ref: _bmad-output/epics/auth/stories/story-login-validation.md
Epic: auth
Created from: BMad Sprint 1

Why: This links the OCM task back to the source story for traceability.

Pattern 3: Quick Feature Implementation

User says: "Implement feature X using quick-dev"

Agent should:

  • Launch Claude Code with quick-dev:
bash
bash pty:true workdir:~/path/to/project command:"claude --dangerously-skip-permissions '/bmad-bmm-quick-dev [feature description]'"


⚠️ Quick-Dev vs Standard: The Red Line

Quick-dev is faster but lacks safeguards. Use wisely.

✅ OK with Quick-Dev❌ NEVER with Quick-Dev
UI tweaksAuthentication changes
Bug fixesEncryption/Security
New endpointsDatabase migrations
Simple featuresPayment logic
Breaking schema changes
Rule: If the change touches security, auth, encryption, or database migrations → Use full BMad cycle (Analysis → Solutioning → Implementation)


project-context.md Management

BMad relies on project-context.md as the project's "brain". It's the persistent context that guides all decisions.

Before /bmad-bmm-create-prd

Always check:

bash
ls ~/project/project-context.md

If Missing or Outdated

Generate or update it:

bash
# Option 1: Generate from codebase
bash pty:true workdir:~/project command:"claude '/bmad-bmm-generate-project-context'"

# Option 2: Update manually with user's latest direction
# Ask user: "What's the current vision for this project?"
# Then create/update project-context.md with that info

When User Changes Direction

If user pivots mid-project (new features, different direction):

  • Update project-context.md with new intentions
  • Regenerate architecture.md if architecture is affected
  • Proceed with updated context

Reading Stories Safely (Avoid Context Overflow)

Don't dump all stories at once! Follow this process:

  • List first:
bash
ls _bmad-output/epics/*/stories/
  • Check each story header before reading full:
bash
head -10 _bmad-output/epics/*/stories/story-*.md
  • Read one at a time for task creation:
  • Read story 1 → create OCM task
  • Read story 2 → create OCM task
  • etc.
  • For batch operations, group by epic:
bash
for f in _bmad-output/epics/*/stories/*.md; do head -20 "$f"; done | head -100


Command Chain Safety

❌ Avoid This (Silent Failures)

bash
claude "/bmad-cmd1 && /bmad-cmd2"  # If cmd1 fails, cmd2 still runs

✅ Prefer Sequential Execution

bash
# Step 1: Run cmd1
bash pty:true background:true command:"claude '/bmad-cmd1'"

# Step 2: Verify output exists
ls _bmad-output/required-file.md
grep -q "expected content" _bmad-output/required-file.md || { echo "FAILED"; exit 1; }

# Step 3: Run cmd2 only if cmd1 succeeded
bash pty:true command:"claude '/bmad-cmd2'"

Rule: Verify each step before proceeding to the next.


Recovery After Crash

Scenario: Claude Code crashes (API error 500, timeout, killed process)

Step 0: Kill Zombie Processes (BEFORE Restart!)

⚠️ Always check for stale processes first:

bash
# Check if Claude is still running
ps aux | grep claude

# Kill any zombie processes for this project
pkill -f "claude.*projects/roundvision" || echo "No zombie processes"

# Also kill any hanging node processes
pkill -f "npx.*bmad" || echo "No zombie npx"

Step 1: Check what was generated

  • Check what was generated:
bash
ls -lt _bmad-output/*.md | head -10
  • Find the last valid file:
bash
# Read the most recently modified output
   ls -t _bmad-output/*.md | head -1 | xargs head -30
  • Resume from where it stopped:
  • If architecture.md exists but stories/ missing → run story generation
  • If stories/ exist but no OCM tasks → create tasks from existing stories
  • If partial output → check coherence, regenerate only what's missing
  • Never restart from zero if partial output exists

Handling Claude Code Questions

When Claude Code asks questions during execution:

  • Check the log first with process action:log sessionId:XXX to see what it asked
  • If you know the answer → provide it via process action:submit
  • If you need to ask the user → pause and get clarification first
  • If Claude Code is blocked → tell it to ask for what it needs, then come back to you
Example:
bash
# Claude asks: "What's your preferred authentication provider?"
# If you don't know → ask user: "Claude needs to know auth provider - Auth0, Firebase, or Supabase?"

# Then provide the answer:
process action:submit sessionId:XXX data:"Auth0"


When to Use BMad vs Direct Coding-Agent

Use BMad for:

  • New features or epics
  • Architecture changes or refactoring
  • Sprint planning with story generation
  • Technical documentation (PRD, architecture)
  • Anything security-sensitive

Use coding-agent directly (without BMad) for:

  • Quick fixes and small corrections
  • Simple code reviews
  • One-file changes
  • Experiments/prototyping
Rule of thumb: If it needs a story breakdown and sprint planning → BMad. If it's a simple edit → coding-agent directly.


Reading BMad Outputs

After BMad workflows complete, documents are in:

text
project/
├── _bmad/
│   └── config.yaml
├── _bmad-output/
│   ├── brainstorming-report.md
│   ├── product-brief.md
│   ├── PRD.md
│   ├── ux-spec.md
│   ├── architecture.md
│   ├── epics/
│   │   └── epic-[name]/
│   │       └── stories/
│   │           └── story-[slug].md
│   └── sprint-status.yaml
└── project-context.md

⚠️ Always verify files exist by running ls _bmad-output/ or ls -R _bmad-output/ after each workflow.

Verify output validity before reading:

bash
# Quick check
ls -la _bmad-output/architecture.md

# Validate content
head -20 _bmad-output/architecture.md

# Check for errors
grep -i "error\|fail" _bmad-output/architecture.md

Cache Refresh (Perception Reset)

⚠️ After Claude Code modifies source files, your cached view is stale!

Rule: After each successful Claude Code intervention on source code:

  • Don't assume your previous read of a file is still valid
  • Re-read the file if you need to work on it further
  • Clear mental cache - explicitly read the file again
bash
# Bad: Assuming old read is still valid
read path:"~/project/src/auth.js"  # ❌ May be outdated

# Good: Read fresh after Claude modified it
exec command:"cat ~/project/src/auth.js"  # ✅ Fresh content


Validation Step

Before moving to Implementation phase:

  • Read the generated architecture.md (or tech-spec.md for quick-dev)
  • Verify it aligns with user's original request
  • If misaligned → regenerate or clarify with user

Error Handling

ErrorSolution
Command not foundCheck PATH: echo $PATH and which claude
npx: command not foundInstall Node.js 20+
_bmad/ not foundRun npx bmad-method install first
Claude stuck on permissionUse --dangerously-skip-permissions
API 500 errorTrigger recovery (see "Recovery After Crash")
Session timeoutCheck if process still running, resume if possible

⚠️ Safety Rules

  • Never run rm -rf via Claude Code without explicit human validation
  • Never use quick-dev for security-sensitive changes
  • Default Git answer: "n" (let OpenClaw handle commits)

Git Commit Handling

Claude Code often asks: "Do you want to commit these changes? [y/N]"

  • Reply "n" to keep Git control with OpenClaw
  • Reply "y" ONLY if user explicitly requested full Git autonomy
bash
# When Claude asks to commit, default to "n"
process action:submit sessionId:XXX data:"n"


Examples

Example 1: Architecture Analysis + Product Brief (Sequential)

User: "On project PingRoot, analyze the current architecture and generate the product brief"

Agent does:

bash
# 1. Pre-flight check
ls ~/projects/pingroot/_bmad/ || echo "Need to install BMad"

# 2. Check/update project-context.md
ls ~/projects/pingroot/project-context.md || echo "Need to create project-context.md"

# 3. Launch architecture workflow
bash pty:true workdir:~/projects/pingroot background:true command:"claude --dangerously-skip-permissions '/bmad-bmm-create-architecture'"

# 4. Monitor, wait for completion
process action:poll sessionId:XXX

# 5. Verify output
ls _bmad-output/architecture.md
head -20 _bmad-output/architecture.md
grep -i "error" _bmad-output/architecture.md || echo "OK"

# 6. If OK, verify coherence with user request
# 7. If coherent, launch product brief
bash pty:true workdir:~/projects/pingroot command:"claude --dangerously-skip-permissions '/bmad-bmm-create-product-brief'"

# 8. Deliver outputs

Example 2: Sprint Preparation + OCM Tasks (with safety checks)

User: "Prepare sprint 1 for RoundVision and add tasks to OCM"

Agent does:

bash
# 1. Pre-flight check
ls ~/projects/roundvision/_bmad/ || npx bmad-method install

# 2. Check project-context.md
ls ~/projects/roundvision/project-context.md || echo "Update this first!"

# 3. Launch sprint planning + story creation
bash pty:true workdir:~/projects/roundvision background:true command:"claude --dangerously-skip-permissions '/bmad-bmm-sprint-planning && /bmad-bmm-create-epics-and-stories'"

# 4. Monitor and wait for completion
process action:poll sessionId:XXX  # repeat until done

# 5. Refresh context - verify files exist
ls -R ~/projects/roundvision/_bmad-output/epics/

# 6. List stories first (don't dump all at once!)
ls ~/projects/roundvision/_bmad-output/epics/*/stories/

# 7. Read and process stories one by one
for story in ~/projects/roundvision/_bmad-output/epics/*/stories/*.md; do
  echo "=== $(basename $story) ==="
  head -20 "$story"
  # Create OCM task from this story
done

# 8. Report: "Created X tasks in OCM for Sprint 1"
#    IMPORTANT: Each OCM task must include story path as reference!

Example 3: Quick Fix (No BMad Needed)

User: "Fix the typo in the login page"

Agent does:

bash
# Direct coding-agent, no BMad workflow needed
bash pty:true workdir:~/projects/login command:"claude 'Fix the typo on line 42: \"Passowrd\" → \"Password\"'"

Example 4: Recovery After Crash

Scenario: Claude Code crashes during story generation

Agent does:

bash
# 0. Cleanup zombies FIRST!
ps aux | grep claude
pkill -f "claude.*projects/roundvision" || echo "Clean"

# 1. Check what was generated
ls -lt ~/project/_bmad-output/ | head -10

# 2. Find last valid file
ls -t ~/project/_bmad-output/epics/*/stories/ | head -1

# 3. Check if partial stories exist
ls ~/project/_bmad-output/epics/*/stories/*.md | wc -l

# 4. If partial → resume from last point
# If 3 stories out of 5 → generate remaining 2
# If 0 stories → restart story generation

# 5. Continue without restarting from zero


⚠️ CRITICAL: Sub-Agent (Minion) Access

The minion does NOT automatically have access to project files! sub-agent to implement

When spawning a a task, you MUST provide:

1. Project Directory Access

bash
# Minion needs workdir to access project files
sessions_spawn workdir:"~/projects/roundvision" ...

2. Story + Context + Architecture

⚠️ NEVER give only the story to a minion!

The story says "Add a login button" but doesn't say:

  • Is this React, Vue, or vanilla JS?
  • Does it use Tailwind or Bootstrap?
  • What's the existing auth pattern?
You MUST provide:
  • Story (what to build)
  • project-context.md (project rules, tech stack)
  • architecture.md (technical decisions)
bash
# Step 1: Read all three
cat ~/projects/roundvision/project-context.md
cat ~/projects/roundvision/_bmad-output/architecture.md  
cat ~/projects/roundvision/_bmad-output/epics/auth.md

# Step/stories/story-login 2: Combine into a comprehensive prompt
sessions_spawn task:"You are implementing this story: [STORY]. 
Project context: [CONTEXT].
Architecture: [ARCHITECTURE].
Follow the patterns defined in architecture.md."

3. OCM Task Should Include Story Path

json
{
  "title": "Implement login form validation",
  "description": "Full story content...",
  "source": "_bmad-output/epics/auth/stories/story-login.md"
}

⚠️ Without workdir + story content + context + architecture, the minion is blind and cannot implement anything!


Notes

  • BMad brainstorming: Use sparingly. OpenClaw itself is a brainstorming agent. Use BMad for technical structuring, keep high-level strategy with OpenClaw.
  • BMad generates files in _bmad-output/
  • project-context.md is the project's brain - keep it updated
  • /bmad-help provides interactive guidance
  • Always use pty:true with Claude Code
  • For model restrictions, use --model
  • Token efficiency: Use direct coding-agent for small tasks, reserve BMad for complex workflows
  • Sequential over chained: Verify each step before proceeding

Related Skills

  • coding-agent — Required for launching Claude Code
  • task-manager — For creating OCM tasks from BMad stories

Installation

Terminal bash

openclaw install lb-bmad-skill
    
Copied!

💻Code Examples

cd ~/project && npx bmad-method install

cd-project--npx-bmad-method-install.txt
Select Claude Code when prompted.

### ⚠️ Installation is Interactive

**⚠️ npx bmad-method install asks questions!**

For installation:
- **DO NOT use background:true** - you need to respond to prompts
- **Stay in the session** and answer each question
- **Monitor the log** for these common prompts:

| Prompt in Log | Expected Answer | Notes |
|---------------|----------------|-------|
| "Where should BMad be installed?" | `.` or `~path/to/project` | Current directory |
| "Which AI tool are you using?" | `Claude Code` or number | Select Claude |
| "Select modules to install" | `a` or `enter` | Select all/default |
| "Install BMad in current directory?" | `y` or `enter` | Confirm |

# - Submit answer via: process action:submit sessionId:XXX data:"y"

---submit-answer-via-process-actionsubmit-sessionidxxx-datay.txt
### ⚠️ Pre-Flight Check

**Before running any /bmad- command, verify BMad is installed:**

bash pty:true workdir:~/project command:"cd ~/project && npx bmad-method install"

bash-ptytrue-workdirproject-commandcd-project--npx-bmad-method-install.txt
---

## Model Selection

**Strategic model selection for efficiency:**

| Model | Best Use Cases |
|-------|----------------|
| **Sonnet** | Architecture, Solutioning, Quick-dev (complex tasks) |
| **Haiku** | Brainstorming, Story generation, Code review (repetitive/structured) |
| **Opus** | Large refactoring, complex architecture decisions |

claude --model haiku "Generate stories from the epic"

claude---model-haiku-generate-stories-from-the-epic.txt
---

## Available Commands (via /bmad-)

| Command | Purpose | Output |
|---------|---------|--------|
| `/bmad-help` | Interactive guide | - |
| `/bmad-brainstorming` | Brainstorm project ideas (use sparingly - see Notes) | `brainstorming-report.md` |
| `/bmad-bmm-create-prd` | Define requirements | `PRD.md` |
| `/bmad-bmm-create-ux-design` | Design UX | `ux-spec.md` |
| `/bmad-bmm-create-architecture` | Technical decisions | `architecture.md` + ADRs |
| `/bmad-bmm-create-epics-and-stories` | Break into stories | Epic files in `_bmad-output/` |
| `/bmad-bmm-check-implementation-readiness` | Gate check | PASS/CONCERNS/FAIL |
| `/bmad-bmm-sprint-planning` | Initialize sprint | `sprint-status.yaml` |
| `/bmad-bmm-create-story` | Prepare next story | `story-[slug].md` |
| `/bmad-bmm-dev-story` | Implement story | Working code + tests |
| `/bmad-bmm-code-review` | Validate quality | Approved/changes requested |
| `/bmad-bmm-quick-spec` | Quick spec (skip phases 1-3) | `tech-spec.md` |
| `/bmad-bmm-quick-dev` | Quick implementation | Working code |

---

## ⚠️ Important: Claude Code Execution

### Use Non-Interactive Mode When Possible

For commands that don't need real-time interaction:

claude -p --dangerously-skip-permissions "Your prompt"

claude--p---dangerously-skip-permissions-your-prompt.txt
### When to Use Background Mode

Use `background:true` only when:
- Running multiple BMad workflows in sequence
- The workflow is expected to take a long time

**Always monitor with `process action:log` every 10-30 seconds** to detect if Claude Code is waiting for input.

### Permission Configuration

To avoid Claude Code blocking on permission requests:

> ⚠️ **Security Note:** Using `--dangerously-skip-permissions` or `--permission-mode bypassPermissions` suppresses permission checks. Use with caution - only for trusted code execution. For production workflows, prefer default permissions or validate the code first.

claude --permission-mode bypassPermissions "prompt"

claude---permission-mode-bypasspermissions-prompt.txt
### Permission Loop Detection

**If Claude Code waits for confirmation (Y/n, Commit, etc.):**

1. Check the log: `process action:log sessionId:XXX`
2. Identify the type of prompt:
   - **Shell command (Y/n):** → submit "y"
   - **Git commit proposal:** → submit "n" (see below)
   - **Other:** → evaluate if you know the answer, otherwise ask user

### Task Completion Detection (Background Mode)

**How to know Claude Code is really done:**

1. **Success message in log:** Look for "Task completed", "Done!", "All tasks finished"
2. **Prompt available:** The command prompt is back
3. **Timeout:** If log is silent for **2+ minutes** without completion message → check process:

**Every 60 seconds with no new log output:**

every-60-seconds-with-no-new-log-output.sh
# Check if process is still alive
ps aux | grep claude

# If stalled but alive → check if waiting for input
process action:log sessionId:XXX

# If process died → trigger recovery (see below)

Created from: BMad Sprint 1

created-from-bmad-sprint-1.txt
**Why:** This links the OCM task back to the source story for traceability.

### Pattern 3: Quick Feature Implementation

**User says:** "Implement feature X using quick-dev"

**Agent should:**
1. Launch Claude Code with quick-dev:

ls ~/project/project-context.md

ls-projectproject-contextmd.txt
### If Missing or Outdated

**Generate or update it:**

# Then create/update project-context.md with that info

-then-createupdate-project-contextmd-with-that-info.txt
### When User Changes Direction

If user pivots mid-project (new features, different direction):
1. Update `project-context.md` with new intentions
2. Regenerate `architecture.md` if architecture is affected
3. Proceed with updated context

---

## Reading Stories Safely (Avoid Context Overflow)

**Don't dump all stories at once!** Follow this process:

1. **List first:**

Tags

#coding_agents-and-ides

Quick Info

Category Development
Model Claude 3.5
Complexity One-Click
Author leonaaardob
Last Updated 3/10/2026
🚀
Optimized for
Claude 3.5
🧠

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