Borrowing it
Nothing to install: this file belongs to ai-debugger-inc/aidb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/ai-debugger-inc/aidb/main/.claude/skills/ci-cd-workflows/SKILL.mdgit clone --depth 1 https://github.com/ai-debugger-inc/aidbWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/ai-debugger-inc/aidb/ci-cd-workflows)<a href="https://agentmods.dev/skills/ai-debugger-inc/aidb/ci-cd-workflows"><img src="https://agentmods.dev/badge/skills/ai-debugger-inc/aidb/ci-cd-workflows/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/ai-debugger-inc/aidb/ci-cd-workflows"><img src="https://agentmods.dev/badge/skills/ai-debugger-inc/aidb/ci-cd-workflows.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00047 | $0.03091 |
| Opus 5.5 | $0.00019 | $0.01236 |
| Sonnet 5.5 | $0.00009 | $0.00618 |
| Haiku 4.5 | $0.00005 | $0.00309 |
Grade A, and why
ci-cd-workflows scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 414 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CI/CD Workflows
Purpose: Guide development, modification, and troubleshooting of AIDB's GitHub Actions CI/CD infrastructure
This skill provides practical guidance for working with workflows and configuration. Complete documentation lives in docs/developer-guide/ci-cd.md.
Related Skills
- testing-strategy - Test architecture and patterns
- dev-cli-development - Local testing with dev-cli
- adapter-development - Adapter build processes
System Overview
For complete architecture, see docs/developer-guide/ci-cd.md and architecture.md.
Workflow Organization
Note: All workflow files are now in .github/workflows/ root directory (GitHub Actions requirement). Workflows use category prefixes for organization:
Release Workflows (release-*.yaml)
release-pr.yaml- PR-based release orchestration (validate, test, build, matrix, adapters, upload)release-publish.yaml- Publish draft release on PR merge
Testing Workflows (test-*.yaml)
test-parallel.yaml- Main test orchestrator (10-15 min, runs everything including frameworks). Called byrelease-pr.yamlor via manual dispatch. Builds adapters and Docker images as part of its flow.
Adapter Workflows (adapter-*.yaml)
adapter-build.yaml- Build debug adapters for multiple platformsadapter-build-act.yaml- ACT local testing workflow (for local development with act)
Maintenance Workflows (maintenance-*.yaml)
- (Currently none - Dependabot PRs are merged manually)
Reusable Workflows (*.yaml)
load-versions.yaml- Dynamic version loadingtest-suite.yaml- Generic test runnertest-frameworks.yaml- Framework testingbuild-adapters.yaml- Adapter build orchestrationbuild-docker.yaml- Docker image builds
Single Source of Truth
versions.json (repo root):
- Infrastructure versions (Python, Node, Java) with docker_tag fields
- Adapter versions and repositories (debugpy, vscode-js-debug, java-debug)
- Global packages (build tools: pip, setuptools, wheel, typescript, ts-node)
- Platform/architecture matrix
- GitHub Actions configuration
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2mo ago First seen · 414 lines · 47 tokens per session scan A abaa46e8f658
ci-cd-workflows is a skill published in the GitHub repository ai-debugger-inc/aidb (21 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 47 tokens to every session and 3,091 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
ci-cd-workflows compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| ci-cd-workflowsai-debugger-inc/aidb | Skill | 21 | 5mo ago | Apache-2.0 | A | 47 | Claude Code |
| github-release-managementruvnet/RuView | Skill | 103k | yesterday | MIT | A | 27 | Claude Code |
| github-release-managementruvnet/ruflo | Skill | 81k | yesterday | MIT | A | 27 | Claude Code |
| github-release-managementruvnet/agentic-flow | Skill | 838 | yesterday | none | A | 27 | Claude Code |
| github-release-managementspencermarx/open-code-review | Skill | 382 | 5d ago | Apache-2.0 | A | 27 | Claude Code |
| github-release-managementblkst8/skills | Skill | 6 | 14d ago | none | A | 27 | Claude Code, Codex |
| github-release-managementshyftlabs/continuum | Skill | 84 | 1mo ago | Apache-2.0 | A | 27 | Claude Code |