--- title: "airflow vs qiushi-skill" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/apache-airflow-vs-hughyau-qiushi-skill" tools: ["apache-airflow", "hughyau-qiushi-skill"] --- # airflow vs qiushi-skill *GraphCanon updated Jul 15, 2026* ## Verdict Pick airflow when airflow is primarily Python; qiushi-skill is JavaScript; pick qiushi-skill when qiushi-skill is primarily JavaScript; airflow is Python. [airflow](https://airflow.apache.org/) reports 46k GitHub stars, 17k forks, and 1.7k open issues, last pushed Jul 15, 2026. [qiushi-skill](http://hughyau.com/qiushi-skill/) has 3.4k stars, 247 forks, and 19 open issues, last pushed Jul 4, 2026. Figures are from public GitHub metadata via [airflow's repository](https://github.com/apache/airflow) and [qiushi-skill's repository](https://github.com/HughYau/qiushi-skill). | | [airflow](/tools/apache-airflow.md) | [qiushi-skill](/tools/hughyau-qiushi-skill.md) | | --- | --- | --- | | Tagline | Apache Airflow - A platform to programmatically author, schedule, and monitor workflows | 求是Skill, , 从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually do | | Stars | 46,124 | 3,357 | | Forks | 17,387 | 247 | | Open issues | 1,728 | 19 | | Language | Python | JavaScript | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Computer Vision, Data & Retrieval | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [airflow](/tools/apache-airflow.md) | [qiushi-skill](/tools/hughyau-qiushi-skill.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 10d | | Open issues (now) | 1.7k | 19 | | Owner type | Organization | User | | Full report | [trust report](/tools/apache-airflow/trust.md) | [trust report](/tools/hughyau-qiushi-skill/trust.md) | ## Choose when ### Choose airflow if… - airflow is primarily Python; qiushi-skill is JavaScript. - License: airflow is Apache-2.0, qiushi-skill is MIT. - Tags unique to airflow: airflow, apache, apache-airflow, automation. - Also covers Computer Vision, Data & Retrieval. - airflow ships Docker support for self-hosted deployment. ### Choose qiushi-skill if… - qiushi-skill is primarily JavaScript; airflow is Python. - License: qiushi-skill is MIT, airflow is Apache-2.0. - Tags unique to qiushi-skill: ai-agents, javascript, methodology, skills. ## When NOT to use airflow - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ## When NOT to use qiushi-skill - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ## Common questions ### What is the difference between airflow and qiushi-skill? airflow: Apache Airflow - A platform to programmatically author, schedule, and monitor workflows. qiushi-skill: 求是Skill, , 从经典唯物辩证法与实践哲学中提炼出一条总原则和九大方法论工具武装AI大脑。Qiushi-Skill: Build agents that investigate first, focus on the main contradiction, validate in practice, and keep pushing until the work is actually do. See the comparison table for live GitHub stats and shared categories. ### When should I choose airflow over qiushi-skill? Choose airflow over qiushi-skill when airflow is primarily Python; qiushi-skill is JavaScript; License: airflow is Apache-2.0, qiushi-skill is MIT; Tags unique to airflow: airflow, apache, apache-airflow, automation; Also covers Computer Vision, Data & Retrieval; airflow ships Docker support for self-hosted deployment. ### When should I choose qiushi-skill over airflow? Choose qiushi-skill over airflow when qiushi-skill is primarily JavaScript; airflow is Python; License: qiushi-skill is MIT, airflow is Apache-2.0; Tags unique to qiushi-skill: ai-agents, javascript, methodology, skills. ### When should I avoid airflow? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. ### When should I avoid qiushi-skill? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. ### Is airflow or qiushi-skill more popular on GitHub? airflow has more GitHub stars (46,124 vs 3,357). Stars measure visibility, not whether either tool fits your constraints. ### Are airflow and qiushi-skill open source? Yes - both are open-source projects on GitHub (airflow: Apache-2.0, qiushi-skill: MIT). ### Where can I find alternatives to airflow or qiushi-skill? GraphCanon lists graph-backed alternatives at [airflow alternatives](/tools/apache-airflow/alternatives) and [qiushi-skill alternatives](/tools/hughyau-qiushi-skill/alternatives) ([airflow markdown twin](/tools/apache-airflow/alternatives.md), [qiushi-skill markdown twin](/tools/hughyau-qiushi-skill/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/apache-airflow-vs-hughyau-qiushi-skill.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, airflow or qiushi-skill? airflow: Very active. qiushi-skill: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for airflow and qiushi-skill? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [airflow trust report](/tools/apache-airflow/trust); [qiushi-skill trust report](/tools/hughyau-qiushi-skill/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=apache-airflow`](/api/graphcanon/graph?tool=apache-airflow) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_