用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/bouclem/skills --skill cicd-pipelines命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
Multi-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見.
Orchestrator for the full academic research pipeline: research -> write -> integrity check -> review -> revise -> re-review -> re-revise -> final integrity check -> finalize. Coordinates deep-research, academic-paper, and academic-paper-reviewer into a seamless 10-stage workflow with mandatory integrity verification, two-stage peer review, and reproducible quality gates. Triggers on: academic pipeline, research to paper, full paper workflow, paper pipeline, end-to-end paper, research-to-publication, complete paper workflow.
基于 SOC 职业分类
正在显示 SKILL.md
| name | cicd-pipelines |
| description | GitHub Actions, GitLab CI, Jenkins, and automated deployment pipelines |
| sasmp_version | 1.3.0 |
| bonded_agent | 03-devops-engineer |
| bond_type | PRIMARY_BOND |
| skill_version | 2.0.0 |
| last_updated | 2025-01 |
| complexity | intermediate |
| estimated_mastery_hours | 80 |
| prerequisites | ["git-version-control","containerization"] |
| unlocks | ["cloud-platforms","mlops"] |
Production CI/CD with GitHub Actions, testing automation, and deployment strategies.
# .github/workflows/ci.yml
name: CI Pipeline
on:
push:
branches: [main, develop]
pull_request:
branches: [main]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.12'
cache: 'pip'
- name: Install dependencies
run: |
pip install -r requirements.txt
pip install -r requirements-dev.txt
- name: Run linting
run: ruff check .
- name: Run type checking
run:
# .github/workflows/deploy.yml
name: Deploy Pipeline
on:
push:
branches: [main]
env:
REGISTRY: ghcr.io
IMAGE_NAME: ${{ github.repository }}
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: '3.12'
- run: pip install -r requirements.txt && pytest
build:
needs: test
runs-on: ubuntu-latest
outputs:
image_tag: ${{ steps.meta.outputs.tags }}
steps:
- uses: actions/checkout@v4
- name: Log in to registry
uses: docker/login-action@v3
with:
registry: ${{ env.REGISTRY }}
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
- name: Extract metadata
id: meta
uses: docker/metadata-action@v5
with:
images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
tags: |
type=sha,prefix=
type=ref,event=branch
- name: Build and push
uses: docker/build-push-action@v5
with:
context: .
push: true
tags: ${{ steps.meta.outputs.tags }}
cache-from: type=gha
cache-to: type=gha,mode=max
deploy-staging:
needs: build
runs-on: ubuntu-latest
environment: staging
steps:
- name: Deploy to staging
run: |
kubectl set image deployment/app \
app=${{ needs.build.outputs.image_tag }}
deploy-production:
needs: [build, deploy-staging]
runs-on: ubuntu-latest
environment: production
steps:
- name: Deploy to production
run: |
kubectl set image deployment/app \
app=${{ needs.build.outputs.image_tag }}
jobs:
test:
strategy:
matrix:
python-version: ['3.10', '3.11', '3.12']
os: [ubuntu-latest, macos-latest]
database: [postgres, mysql]
exclude:
- os: macos-latest
database: mysql
runs-on: ${{ matrix.os }}
services:
postgres:
image: postgres:16
env:
POSTGRES_PASSWORD: test
options: >-
--health-cmd pg_isready
--health-interval 10s
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: ${{ matrix.python-version }}
- run: pytest --db=${{ matrix.database }}
# .github/workflows/python-ci.yml (reusable)
name: Python CI
on:
workflow_call:
inputs:
python-version:
required: false
type: string
default: '3.12'
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: ${{ inputs.python-version }}
- run: pip install -r requirements.txt && pytest
# Usage in another workflow
jobs:
ci:
uses: ./.github/workflows/python-ci.yml
with:
python-version: '3.11'
# Blue-Green Deployment
deploy:
steps:
- name: Deploy to green
run: |
kubectl apply -f k8s/deployment-green.yaml
kubectl rollout status deployment/app-green
- name: Run smoke tests
run: ./scripts/smoke-test.sh $GREEN_URL
- name: Switch traffic
run: |
kubectl patch service app \
-p '{"spec":{"selector":{"version":"green"}}}'
- name: Cleanup blue
run: kubectl delete deployment app-blue
# Canary Deployment
deploy-canary:
steps:
- name: Deploy canary (10%)
run: |
kubectl apply -f k8s/deployment-canary.yaml
kubectl scale deployment/app-canary --replicas=1
kubectl scale deployment/app-stable --replicas=9
- name: Monitor canary
run: ./scripts/monitor-canary.sh --duration=30m
- name: Promote or rollback
run: |
if [ "$CANARY_SUCCESS" == "true" ]; then
kubectl scale deployment/app-canary --replicas=10
kubectl scale deployment/app-stable --replicas=0
else
kubectl delete deployment/app-canary
fi
| Tool | Purpose | Version (2025) |
|---|---|---|
| GitHub Actions | CI/CD platform | Latest |
| GitLab CI | CI/CD platform | 16+ |
| ArgoCD | GitOps for K8s | 2.10+ |
| Terraform | Infrastructure | 1.6+ |
| act | Local testing | 0.2+ |
| Issue | Symptoms | Root Cause | Fix |
|---|---|---|---|
| Workflow Not Running | No job triggered | Wrong trigger config | Check on: section |
| Secret Not Available | Empty variable | Missing secret | Add in repo settings |
| Slow Builds | Long duration | No caching | Add cache steps |
| Flaky Tests | Random failures | Race conditions | Fix tests, add retries |
# ✅ DO: Cache dependencies
- uses: actions/cache@v4
with:
path: ~/.cache/pip
key: ${{ runner.os }}-pip-${{ hashFiles('requirements.txt') }}
# ✅ DO: Use environments for deployments
environment: production
# ✅ DO: Pin action versions
- uses: actions/checkout@v4 # Not @main
# ✅ DO: Add timeouts
jobs:
test:
timeout-minutes: 10
# ❌ DON'T: Store secrets in code
# ❌ DON'T: Skip tests for faster deployments
Skill Certification Checklist: