recap

HIGH W007: Insecure credential handling detected in skill instructions.

• Insecure credential handling detected (high risk: 1.00). The skill explicitly requires quoting user messages verbatim (e.g., “前 3 条用户消息” and “引用用户消息，不要改写”), which forces the LLM to output exact user-provided content that may contain API keys, tokens, or passwords.

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

• Third-party content exposure detected (high risk: 0.75). Yes—Step 1 can ingest outsider-authored free text from public/remote session transcripts: scripts/sync_remote_sessions.sh rsyncs remote ~/.claude/projects JSONL into ~/.claude/remote-sessions/<host>/projects, and scripts/extract_sessions.py reads those JSONL lines and extracts user message text (d.get("type") == "user" → txt → texts.append(...)) which is then used as “代表性原话/引用用户消息” in the LLM analysis.