fastworkflow-run-and-operate
fastworkflow-run-and-operate is an Agent frameworks & building agents skill for AI agents, published by radiantlogicinc in the fastworkflow repository on GitHub. Skillspace rates fastworkflow-run-and-operate F (45/100) and the safety scan rated it risky; the rating is based on static analysis only.
Risky. This skill has patterns associated with unsafe behaviour. Read the source carefully before running it.
Operate fastWorkflow at runtime: use when you need to run the CLI (examples/build/refine/ train/run/run_fastapi_mcp), fetch or pick a bundled example workflow, do the quickstart, understand agent vs assistant vs "/" deterministic mode, identify or clean runtime artifacts (___command_info, ___workflow_contexts, ___convo_info, action.jsonl, jwt_keys), launch or call the FastAPI+MCP server (endpoints, 202/409 turns semantics, JWT/security posture), or when you see symptoms like "workflow is not trained", HTTP 409 "turn already in progress", a hanging 202 response, or "server extra not installed". Do NOT use for training internals or intent-model tuning (fastworkflow-nlu-pipeline-reference), env-var semantics (fastworkflow-config-and-flags), dev-environment setup (fastworkflow-build-and-env), or tau-bench benchmark runs (fastworkflow-taubench-reference / tau2-reliability-campaign).
- Grade
- F
- Quality
- 45 / 100
- Safety
- Risky
- GitHub stars
- 49
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.
Our review
- Architecture
- 81 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- High-risk patterns
- License
- Apache-2.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- exfiltration language
- 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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