القائمة
Proactive failure pattern detection — monitors cron jobs, subagent failures, and repeated errors; offers investigations before user notices
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Diagnose and fix Hermes messaging gateway connectivity issues (Telegram/Discord down, stale locks, PM2 problems)
Backup Hermes agent to GitHub and restore on a new VPS. Covers what to include/exclude, GitHub token requirements, and restore steps. Includes automated scripts.
GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.
Clone, create, fork, configure, and manage GitHub repositories. Manage remotes, secrets, releases, and workflows. Works with gh CLI or falls back to git + GitHub REST API via curl.
Fetch YouTube video transcripts and transform them into structured content (chapters, summaries, threads, blog posts). Use when the user shares a YouTube URL or video link, asks to summarize a video, requests a transcript, or wants to extract and reformat content from any YouTube video.
Manage Linear issues, projects, and teams via the GraphQL API. Create, update, search, and organize issues. Uses API key auth (no OAuth needed). All operations via curl — no dependencies.
| name | proactive-suggestion-engine |
| description | Proactive failure pattern detection — monitors cron jobs, subagent failures, and repeated errors; offers investigations before user notices |
Failure Event → Error Parser → Pattern Counter → Confidence Score
↓
Suggestion Generator ← Pattern Match (≥ 3x)
↓
User Notification (only if confidence ≥ medium)
| Type | Source | Detection Method |
|---|---|---|
| Cron failure | cron output logs | exit code != 0 |
| Subagent failure | task traces | exit_reason in [failed, max_iterations] |
| API error | logs/agent.log | repeated same error string |
| Skill failure | skill execution output | unexpected output format |
| Network error | logs | ETIMEDOUT, ConnectionRefused |
Low confidence (mention in passing):
"Noticed a couple of API timeouts in the logs lately — likely transient, let me know if it happens again."
Medium confidence (offer investigation):
"⚠️ The cron-wrapper.sh has failed 3 times with predicate errors. Last time:
shell:"false"exit code 1. Want me to investigate the predicate evaluation logic?"
High confidence (recommend investigation):
"🔴 VPS gateway has failed 5 times in 24h — all with ETIMEDOUT on Telegram. This looks like a network-level issue. Recommend running
openclaw-telegram-etimedout-fix. Want me to apply it now?"
Run proactively:
python3 ~/.hermes/skills/automation/proactive-suggestion-engine/scripts/detector.py
Or import the detector into any skill/post-processing step.