CI — Pipeline Configuration Generator

Analyze a project and generate production-grade CI/CD pipeline configuration for GitHub Actions or GitLab CI. Generates separate jobs for linting, static analysis, tests, and security scanning — adapted to the project's language, framework, and existing tooling.

Three modes based on what exists:

What exists	Mode	Action
No CI config	generate	Create pipeline from scratch with interactive setup
CI config exists but incomplete	enhance	Audit & improve, add missing jobs
Full CI config	audit	Audit against best practices, fix gaps

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Step 0: Load Project Context

Read the project description if available:

Read .ai-factory/DESCRIPTION.md

Store project context for later steps. If absent, Step 2 detects everything.

Read .ai-factory/skill-context/aif-ci/SKILL.md — MANDATORY if the file exists.

This file contains project-specific rules accumulated by /aif-evolve from patches, codebase conventions, and tech-stack analysis. These rules are tailored to the current project.

How to apply skill-context rules:

• Treat them as project-level overrides for this skill's general instructions
• When a skill-context rule conflicts with a general rule written in this SKILL.md, the skill-context rule wins (more specific context takes priority — same principle as nested CLAUDE.md files)
• When there is no conflict, apply both: general rules from SKILL.md + project rules from skill-context
• Do NOT ignore skill-context rules even if they seem to contradict this skill's defaults — they exist because the project's experience proved the default insufficient
• CRITICAL: skill-context rules apply to ALL outputs of this skill — including generated CI workflow files and audit reports. Templates in this skill are base structures. If a skill-context rule says "CI MUST include step X" or "workflow MUST have job Y" — you MUST augment the templates accordingly. Generating CI config that violates skill-context rules is a bug.

Enforcement: After generating any output artifact, verify it against all skill-context rules. If any rule is violated — fix the output before presenting it to the user.

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Step 1: Detect Existing CI & Determine Mode

1.1 Scan for Existing CI Configuration

Glob: .github/workflows/*.yml, .github/workflows/*.yaml, .gitlab-ci.yml, .circleci/config.yml, Jenkinsfile, .travis.yml, bitbucket-pipelines.yml

Classify found files:

• HAS_GITHUB_ACTIONS: .github/workflows/ contains YAML files
• HAS_GITLAB_CI: .gitlab-ci.yml exists
• HAS_OTHER_CI: CircleCI, Jenkins, Travis, or Bitbucket detected

1.2 Determine Mode

If $ARGUMENTS contains --enhance -> set MODE = "enhance" regardless.

Path A: No CI config exists (!HAS_GITHUB_ACTIONS && !HAS_GITLAB_CI && !HAS_OTHER_CI):

• Set MODE = "generate"
• Proceed to Step 1.3: Interactive Setup

Path B: CI config exists but is incomplete (e.g., has only tests, no linting):

• Set MODE = "enhance"
• Read all existing CI files -> store as EXISTING_CONTENT
• Log: "Found existing CI configuration. Will analyze and add missing jobs."

Path C: Full CI setup (has linting + tests + static analysis):

• Set MODE = "audit"
• Read all existing CI files -> store as EXISTING_CONTENT
• Log: "Found complete CI setup. Will audit against best practices and fix gaps."

1.3 Interactive Setup (Generate Mode Only)

Determine CI platform from $ARGUMENTS or ask:

If $ARGUMENTS contains github -> set PLATFORM = "github" If $ARGUMENTS contains gitlab -> set PLATFORM = "gitlab"

Otherwise:

AskUserQuestion: Which CI/CD platform do you use?

Options:
1. GitHub Actions (Recommended) — .github/workflows/*.yml
2. GitLab CI — .gitlab-ci.yml

Ask about optional features:

AskUserQuestion: Which additional CI features do you need?

Options (multiSelect):
1. Security scanning — Dependency audit, SAST
2. Coverage reporting — Upload test coverage
3. Matrix builds — Test across multiple language versions
4. None — Just linting, static analysis, and tests

Store choices:

• PLATFORM: github | gitlab
• WANT_SECURITY: boolean
• WANT_COVERAGE: boolean
• WANT_MATRIX: boolean

1.4 Read Existing Files (Enhance / Audit Modes)

Read all existing CI files and store as EXISTING_CONTENT:

• All .github/workflows/*.yml files
• .gitlab-ci.yml
• Any included GitLab CI files (check include: directives)

Determine PLATFORM from existing files.

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Step 2: Deep Project Analysis

Scan the project thoroughly — every decision in the generated pipeline depends on this profile.

2.1 Language & Runtime

File	Language
composer.json	PHP
package.json	Node.js / TypeScript
pyproject.toml / setup.py / setup.cfg	Python
go.mod	Go
Cargo.toml	Rust
pom.xml	Java (Maven)
build.gradle / build.gradle.kts	Java/Kotlin (Gradle)

2.2 Language Version

Detect the project's language version to use in CI:

Language	Version Source	Example
PHP	composer.json -> require.php	>=8.2 -> ['8.2', '8.3', '8.4']
Node.js	package.json -> engines.node, .nvmrc, .node-version	>=18 -> [18, 20, 22]
Python	pyproject.toml -> requires-python, .python-version	>=3.11 -> ['3.11', '3.12', '3.13']
Go	go.mod -> go directive	go 1.23 -> '1.23'
Rust	Cargo.toml -> rust-version, rust-toolchain.toml	1.82 -> '1.82'
Java	pom.xml -> maven.compiler.source, build.gradle -> sourceCompatibility	17 -> [17, 21]

For matrix builds: use the minimum version from the project config as the lowest, and include the latest stable version. For non-matrix builds: use the latest version that satisfies the constraint.

2.3 Package Manager & Lock File

File	Package Manager	Install Command
composer.lock	Composer	composer install --no-interaction --prefer-dist
bun.lockb	Bun	bun install --frozen-lockfile
pnpm-lock.yaml	pnpm	pnpm install --frozen-lockfile
yarn.lock	Yarn	yarn install --frozen-lockfile
package-lock.json	npm	npm ci
uv.lock	uv	uv sync --all-extras --dev
poetry.lock	Poetry	poetry install
Pipfile.lock	Pipenv	pipenv install --dev
requirements.txt	pip	pip install -r requirements.txt
go.sum	Go modules	go mod download
Cargo.lock	Cargo	(built-in)

Store: PACKAGE_MANAGER, LOCK_FILE, INSTALL_CMD.

2.4–2.7 Tool Detection

Detect project tools by scanning config files and dependencies. For the complete tool-to-command mapping → read references/TOOL-COMMANDS.md

Categories: Linters & Formatters (PHP-CS-Fixer, ESLint, Prettier, Biome, Ruff, golangci-lint, clippy, Checkstyle), Static Analysis (PHPStan, Psalm, Rector, mypy, tsc), Test Frameworks (PHPUnit, Pest, Jest, Vitest, pytest, go test, cargo test) with coverage flags, Security Audit (composer audit, npm audit, pip-audit, govulncheck, cargo audit).

2.8 Services Detection

Check if tests require external services (database, Redis, etc.):

Grep in tests/: postgres|mysql|redis|mongo|rabbitmq|elasticsearch
Glob: docker-compose.test.yml, docker-compose.ci.yml

If services are needed, they will be configured in the CI pipeline as service containers.

2.9 Build Output

Does the project have a build step?

Language	Has Build	Build Command
Node.js (with build script)	Yes	npm run build / pnpm build
Go	Yes	go build ./...
Rust	Yes	cargo build --release
Java	Yes	mvn package -DskipTests -B / ./gradlew assemble
PHP	Usually no	—
Python	Usually no	—

Summary

Build PROJECT_PROFILE:

• language, language_version, language_versions (for matrix)
• package_manager, lock_file, install_cmd
• linters: list of {name, command, config_file}
• static_analyzers: list of {name, command}
• test_framework, test_cmd, coverage_cmd
• security_tools: list of {name, command}
• has_build_step, build_cmd
• has_typescript: boolean (for typecheck job)
• services_needed: list of services for CI
• source_dir: main source directory (src/, app/, lib/)

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Step 3: Read Best Practices & Templates

Read skills/ci/references/BEST-PRACTICES.md

Select templates matching the platform and language:

GitHub Actions:

Language	Template
PHP	templates/github/php.yml
Node.js	templates/github/node.yml
Python	templates/github/python.yml
Go	templates/github/go.yml
Rust	templates/github/rust.yml
Java	templates/github/java.yml

GitLab CI:

Language	Template
PHP	templates/gitlab/php.yml
Node.js	templates/gitlab/node.yml
Python	templates/gitlab/python.yml
Go	templates/gitlab/go.yml
Rust	templates/gitlab/rust.yml
Java	templates/gitlab/java.yml

Read the selected template:

Read skills/ci/templates/<platform>/<language>.yml

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Step 4: Generate Pipeline (Generate Mode)

Using the PROJECT_PROFILE, best practices, and template as a base, generate a customized CI pipeline.

4.1 GitHub Actions Generation

One workflow per concern — each file has its own triggers, permissions, concurrency:

File	Name	Jobs	When to create
lint.yml	Lint	code-style, static-analysis, rector	Linters or SA detected
tests.yml	Tests	tests (+ service containers)	Always
build.yml	Build	build	has_build_step
security.yml	Security	dependency-audit, dependency-review	WANT_SECURITY

Why one file per concern:

• Each check is a separate status check in PR — instantly see what failed
• Independent triggers — security on schedule, tests on push/PR, build only after tests
• Independent permissions — security may need security-events: write
• Can disable/re-run one workflow without touching others
• Branch protection rules can require specific workflows (e.g. require tests but not security)

When to keep single file: Only for very small projects with just lint + tests (2 jobs). As soon as there are 3+ concerns — split.

Every workflow gets the same header pattern:

name: <Name>

on:
  push:
    branches: [main]
  pull_request:

concurrency:
  group: ${{ github.workflow }}-${{ github.ref }}
  cancel-in-progress: true

permissions:
  contents: read

Per-file job organization:

lint.yml — all code quality checks in parallel:

Job	Purpose	When to include
code-style	Formatting (CS-Fixer, Prettier, Ruff format, rustfmt)	Formatter detected
lint	Linting (ESLint, Ruff check, Clippy, golangci-lint)	Linter detected
static-analysis	Type checking / SA (PHPStan, Psalm, mypy, tsc)	SA tools detected
rector	Rector dry-run (PHP only)	Rector detected

All jobs run in parallel (no needs). If only one tool detected (e.g. Go with just golangci-lint) — single job in the file is fine.

tests.yml — test suite:

Job	Purpose	When to include
tests	Unit/integration tests	Always
tests-<service>	Tests requiring service containers	services_needed detected

Matrix builds (multiple language versions) only in this file.

build.yml — build verification:

Job	Purpose	Notes
build	Verify compilation/bundling	Can depend on external workflow via workflow_run or just run independently

security.yml — security scanning:

Job	Purpose	Extra triggers
dependency-audit	Vulnerability scan	schedule: cron '0 6 * * 1' (weekly)
dependency-review	PR dependency diff	Only on pull_request

Per-job rules:

1. Each job gets its own setup (checkout, language setup, cache, dependency install)
2. Use language-specific setup actions with built-in cache:
   • PHP: shivammathur/setup-php@v2 with tools: parameter
   • Node.js: actions/setup-node@v4 with cache: parameter
   • Python: astral-sh/setup-uv@v5 (if uv) or actions/setup-python@v5 (if pip)
   • Go: actions/setup-go@v5 (auto-caches)
   • Rust: dtolnay/rust-toolchain@stable + Swatinem/rust-cache@v2
   • Java: actions/setup-java@v4 with cache: parameter
3. Use fail-fast: false in matrix builds
4. Upload coverage as artifact when WANT_COVERAGE

Matrix builds (when WANT_MATRIX):

Only the tests job uses a matrix. Lint/SA jobs run on the latest version only.

tests:
  name: Tests (${{ matrix.<language>-version }})
  strategy:
    fail-fast: false
    matrix:
      <language>-version: <language_versions from PROJECT_PROFILE>

Combining linter jobs:

If the project has both a formatter AND a linter from the same ecosystem, combine them into one job:

• PHP: php-cs-fixer check + other lint -> code-style job
• Node.js: eslint + prettier -> lint job. Biome replaces BOTH ESLint and Prettier — if Biome is detected, use only npx biome check . in a single lint job
• Python: ruff check + ruff format --check -> lint job (Ruff handles both)
• Rust: cargo fmt + cargo clippy -> can be separate (fmt is fast, clippy needs compilation)

Do NOT combine lint/SA with tests — they should fail independently with clear feedback.

Use the templates in templates/github/ and templates/gitlab/ as a base for generating workflow files. Follow the header pattern (name, on, concurrency, permissions) and per-file job organization described above.

4.2 GitLab CI Generation

Output file: .gitlab-ci.yml

For GitLab-specific pipeline structure, cache strategy, report format integration, and language-specific patterns → read references/GITLAB-PATTERNS.md

Pipeline stages: install → lint → test → build → security

4.3 Service Containers

If services_needed is not empty, add service containers to the test job. For GitHub Actions and GitLab CI service container syntax → read references/SERVICE-CONTAINERS.md

Quality Checks (Before Writing)

Verify generated pipeline before writing:

Correctness:

• Every job has checkout/setup/install steps
• Cache is configured for the correct lock file
• All commands match tools actually present in the project
• Matrix versions match the project's version constraints
• Service containers have health checks

Best practices:

• concurrency group set (GitHub Actions)
• permissions: contents: read set (GitHub Actions)
• interruptible: true set (GitLab CI)
• workflow.rules defined (GitLab CI)
• Jobs are parallel where possible (no unnecessary needs)
• fail-fast: false on matrix builds

No over-engineering:

• No jobs for tools not present in the project
• No matrix builds if the project only targets one version
• No security scanning unless requested or tools are installed
• No build job if the project has no build step

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Step 5: Enhance / Audit Existing Pipeline

When MODE = "enhance" or MODE = "audit", analyze EXISTING_CONTENT against the project profile and best practices.

5.1 Gap Analysis

Compare existing pipeline against PROJECT_PROFILE:

Missing jobs:

• Linter installed but no lint job in CI?
• SA tool installed but no SA job?
• Tests exist but no test job?
• Security tools installed but no security job?

Configuration issues:

• No caching configured?
• No concurrency group (GitHub Actions)?
• Using deprecated actions (e.g., actions-rs instead of dtolnay/rust-toolchain)?
• Hardcoded language versions instead of variable/matrix?
• Missing fail-fast: false on matrix?
• Using policy: pull-push on all GitLab jobs instead of pull on non-install jobs?

Missing features:

• No coverage reporting when coverage tools are available?
• No JUnit/codequality report integration (GitLab)?
• No path filtering for monorepos?
• No workflow_dispatch trigger (GitHub Actions)?

5.2 Audit Report & Fix

For audit report format, fix flow options, and display templates → read references/AUDIT-REPORT.md

Present results as tables with ✅/❌/⚠️ per check. Categorize recommendations by severity (CRITICAL, HIGH, MEDIUM, LOW). Ask user to choose: fix all, fix critical only, or show details first.

If fixing: preserve existing structure, job names, and ordering conventions.

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Step 6: Write Files

6.1 Generate Mode — Write Pipeline

GitHub Actions:

Bash: mkdir -p .github/workflows
Write .github/workflows/lint.yml        # If linters/SA detected
Write .github/workflows/tests.yml       # Always
Write .github/workflows/build.yml       # If has_build_step
Write .github/workflows/security.yml    # If WANT_SECURITY

Only create files for detected concerns. If only lint + tests — two files. If the project is trivially small (single lint + single test job) — a single ci.yml is acceptable.

GitLab CI:

Write .gitlab-ci.yml

GitLab CI uses a single .gitlab-ci.yml — stages and DAG (needs:) handle separation.

6.2 Enhance / Audit Mode — Update Existing

Edit existing files using the Edit tool. Preserve the original structure and only add/modify what's needed.

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Step 7: Summary & Follow-Up

7.1 Display Summary

Display summary using format from references/AUDIT-REPORT.md (Summary Display Template section). Show platform, files created, features, and quick start commands.

7.2 Suggest Follow-Up Skills

Suggest: /aif-build-automation for CI targets in Makefile/Taskfile, /aif-dockerize for containerization.

Artifact Ownership and Config Policy

• Primary ownership: CI pipeline artifacts such as .github/workflows/* and .gitlab-ci.yml.
• Allowed companion updates: none by default outside CI files.
• Config policy: config-agnostic by design. This skill relies on repository detection and explicit user choices, not config.yaml.