workflow
Warn
Audited by Gen Agent Trust Hub on May 16, 2026
Risk Level: MEDIUMEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: Multiple workflow components fetch external data. The
mcp-pipeline-builderclones repositories from arbitrary URLs, and thearticle-evaluation-pipelineandresearch-to-articleskills fetch content from the web usingWebFetchorcurl. - [REMOTE_CODE_EXECUTION]: The skill facilitates the creation and execution of dynamic content. Specifically, the
hook-development-pipelineexecutes newly written Python scripts to verify performance metrics, and thepipeline-test-runnerexecutes generated skills against test targets. Themcp-pipeline-buildergenerates entire project structures and runs build commands likenpm installandnpm run buildon generated assets. - [COMMAND_EXECUTION]: The workflow references frequently execute shell commands for development tasks, including running linters (
golangci-lint,ruff,tsc), build tools, and system-level configuration validations (nginx -t,systemctl reload). It also modifies configuration files (settings.json,~/.claude.json) to register new hooks and MCP servers, establishing persistence for generated components. - [PROMPT_INJECTION]: The skill has a large attack surface for indirect prompt injection as it processes untrusted data from multiple sources to influence its complex generation and execution logic.
- Ingestion points:
references/mcp-pipeline-builder.md(source code from external repos),references/article-evaluation-pipeline.md(arbitrary web content),references/github-profile-rules.md(GitHub profile and PR data). - Boundary markers: Largely absent in the instructions; the workflows rely on the model's grounding rather than explicit delimiters to distinguish instructions from analyzed content.
- Capability inventory: The skill utilizes
Bash,Edit,Write,Agent, andSkilltools extensively across all sub-pipelines. - Sanitization: No explicit sanitization or filtering of external content is mandated before interpolation into generated prompts or scripts.
Audit Metadata