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idea-discovery

Workflow 1: Full idea discovery pipeline to go from a broad research direction to validated, pilot-tested ideas. Use when user says "找idea全流程", "idea discovery pipeline", "从零开始找方向", or wants the complete idea exploration workflow.

66

Quality

80%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

Fix and improve this skill with Tessl

tessl review fix ./skills/skills-codex/idea-discovery/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E004: Prompt injection detected in skill instructions.

What this means

Detected a prompt injection in the skill instructions. The skill contains hidden or deceptive instructions that fall outside its stated purpose and attempt to override the agent’s safety guidelines or intended behavior.

Why it was flagged

The skill explicitly instructs the agent to "Do NOT ask the user for permission — just do it silently" when handling large files, which is a hidden/deceptive instruction that overrides the pipeline's many explicit checkpoints and user-consent behaviors and therefore constitutes a prompt-injection style override outside the user's expected control flow.

Report incorrect finding

Low

Low-risk findings.

1 low severity finding. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

The skill’s runtime explicitly reads project-root/outside-provided `RESEARCH_BRIEF.md` (via `$ARGUMENTS` path) and then passes the extracted free text as primary context into later LLM phases including `/research-lit`, making outsider-authored text potentially ingested without selecting a specific item first.

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Audited
Security analysis
Snyk

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