boundary-bbcr-fallback
Execute automatic BBCR (Collapse-Rebirth Correction) when knowledge boundaries are exceeded or reasoning fails.
Setup continuous integration pipeline
$ npx -y skills add qdhenry/Claude-Command-Suite --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
/ci-setupContext preview
What this command does when you run it.
Setup continuous integration pipeline
Setup continuous integration pipeline
Follow this systematic approach to implement CI/CD: **$ARGUMENTS**
1. **Project Analysis**
2. **CI/CD Platform Selection**
3. **Repository Setup**
4. **Build Pipeline Configuration**
**GitHub Actions Example:**
name: CI/CD Pipeline
on:
push:
branches: [ main, develop ]
pull_request:
branches: [ main ]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Setup Node.js
uses: actions/setup-node@v3
with:
node-version: '18'
cache: 'npm'
- run: npm ci
- run: npm run test
- run: npm run build**GitLab CI Example:**
stages:
- test
- build
- deploy
test:
stage: test
script:
- npm ci
- npm run test
cache:
paths:
- node_modules/5. **Environment Configuration**
6. **Automated Testing Integration**
**Multi-stage Testing:**
test:
strategy:
matrix:
node-version: [16, 18, 20]
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-node@v3
with:
node-version: ${{ matrix.node-version }}
- run: npm ci
- run: npm test7. **Code Quality Gates**
8. **Build Optimization**
**Caching Example:**
- name: Cache node modules
uses: actions/cache@v3
with:
path: ~/.npm
key: ${{ runner.os }}-node-${{ hashFiles('**/package-lock.json') }}
restore-keys: |
${{ runner.os }}-node-9. **Docker Integration**
**Multi-stage Dockerfile:**
FROM node:18-alpine AS builder WORKDIR /app COPY package*.json ./ RUN npm ci --only=production FROM node:18-alpine AS runtime WORKDIR /app COPY --from=builder /app/node_modules ./node_modules COPY . . EXPOSE 3000 CMD ["npm", "start"]
10. **Deployment Strategies**
11. **Infrastructure as Code**
12. **Monitoring and Observability**
13. **Security Integration**
**Security Scanning Example:**
security:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- name: Run Snyk to check for vulnerabilities
uses: snyk/actions/node@master
env:
SNYK_TOKEN: ${{ secrets.SNYK_TOKEN }}14. **Database Migration Handling**
15. **Performance Testing Integration**
16. **Multi-Environment Deployment**
**Environment Deployment:**
deploy-staging:
needs: test
if: github.ref == 'refs/heads/develop'
runs-on: ubuntu-latest
steps:
- name: Deploy to staging
run: |
# Deploy to staging environment
deploy-production:
needs: test
if: github.ref == 'refs/heads/main'
runs-on: ubuntu-latest
environment: production
steps:
- name: Deploy to production
run: |
# Deploy tA comprehensive development toolkit designed following Anthropic's Claude Code Best Practices for AI-assisted software development.
Repo: qdhenry/Claude-Command-Suite
Execute automatic BBCR (Collapse-Rebirth Correction) when knowledge boundaries are exceeded or reasoning fails.
Analyze semantic position relative to knowledge boundaries to prevent hallucination and identify uncertainty zones.
Generate a visual heatmap of knowledge boundaries showing safe zones, risk areas, and semantic coverage.
Evaluate the current risk level and provide detailed analysis of potential hallucination or reasoning failure.
Find and construct semantic bridges to safely navigate from current position to target concept without crossing dangerous boundaries.
Takes an input prompt and returns ONLY a token-optimized version that preserves meaning while minimizing token count. Based on LLM tokenization principles:…