graflow

graflow is an Agent frameworks & building agents skill for AI agents, published by treasure-data in the td-skills repository on GitHub. Skillspace rates graflow F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.

Build agentic workflow pipelines using Graflow (Python). Use when the user asks to create, edit, or debug a Graflow workflow, agentic pipeline, or automated multi-step business process. Covers @task decorator, workflow composition (>> sequential, | parallel), Studio Agent integration with the ephemeral-per-task session pattern (MCP tools, state via channels), subprocess for CLI tools, dynamic branching (next_task, next_iteration), HITL approval flows, and manifest.yml triggers and permissions.allow configuration. Also trigger on mentions of Graflow, agentic workflow, task graph, workflow.py, multi-step automation, CS health check, SDR sequence, or any request combining deterministic logic with AI decision points. For digdag/TD Workflow, see the digdag skill. For scheduled tasks with TASK.md, see the schedule-task skill.

Grade
F
Quality
45 / 100
Safety
Risky
GitHub stars
20

Unproven: rated by static analysis only, not yet compared head-to-head.

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since.

View source on GitHubtreasure-data/td-skills

Our review

Architecture
94 / 100
Maturity
Structured: ships references or scripts
Security scan
High-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • executes shell/subprocess
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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