sidebar_position: 15 title: "Automation Templates" description: "Ready-to-use automation recipes — scheduled tasks, GitHub event triggers, API webhooks, and multi-skill workflows" lang: ru
Шаблоны автоматизации
Копирование и вставка рецептов для распространенных шаблонов автоматизации. В каждом шаблоне используется встроенный планировщик cron Hermes для триггеров, основанных на времени, и платформа веб-перехватчиков для триггеров, управляемых событиями.
Каждый шаблон работает с любой моделью и не привязан к одному поставщику.
💡 Tip
Три типа триггеров | Триггер | Как | Инструмент | |---------|-----|------| | **Расписание** | Работает с определенной частотой (ежечасно, еженощно, еженедельно) | инструмент `cronjob` или косая черта `/cron` | | **Событие GitHub** | Пожары по пиару открываются, продвигаются, выдаются, результаты КИ | Платформа вебхуков (`hermes webhook subscribe`) | | **Вызов API** | Внешняя служба отправляет JSON в вашу конечную точку | Платформа Webhook (маршруты config.yaml или `hermes webhook subscribe`) | Все три поддерживают доставку в Telegram, Discord, Slack, SMS, электронную почту, комментарии GitHub или локальные файлы.Рабочий процесс разработки
Ночная сортировка невыполненных работ
Маркируйте, расставляйте приоритеты и суммируйте новые проблемы каждый вечер. Предоставляет дайджест на канал вашей команды.
Триггер: Расписание (ночное)
hermes cron create "0 2 * * *" \
"You are a project manager triaging the NousResearch/hermes-agent GitHub repo.
1. Run: gh issue list --repo NousResearch/hermes-agent --state open --json number,title,labels,author,createdAt --limit 30
2. Identify issues opened in the last 24 hours
3. For each new issue:
- Suggest a priority label (P0-critical, P1-high, P2-medium, P3-low)
- Suggest a category label (bug, feature, docs, security)
- Write a one-line triage note
4. Summarize: total open issues, new today, breakdown by priority
Format as a clean digest. If no new issues, respond with [SILENT]." \
--name "Nightly backlog triage" \
--deliver telegram
Автоматическая проверка PR-кода
Автоматически просматривайте каждый запрос на включение при его открытии. Публикует комментарий к обзору непосредственно в PR.
Триггер: Вебхук GitHub
Вариант А — Динамическая подписка (CLI):
hermes webhook subscribe github-pr-review \
--events "pull_request" \
--prompt "Review this pull request:
Repository: {repository.full_name}
PR #{pull_request.number}: {pull_request.title}
Author: {pull_request.user.login}
Action: {action}
Diff URL: {pull_request.diff_url}
Fetch the diff with: curl -sL {pull_request.diff_url}
Review for:
- Security issues (injection, auth bypass, secrets in code)
- Performance concerns (N+1 queries, unbounded loops, memory leaks)
- Code quality (naming, duplication, error handling)
- Missing tests for new behavior
Post a concise review. If the PR is a trivial docs/typo change, say so briefly." \
--skills "github-code-review" \
--deliver github_comment
Вариант Б. Статический маршрут (config.yaml):
platforms:
webhook:
enabled: true
extra:
port: 8644
secret: "your-global-secret"
routes:
github-pr-review:
events: ["pull_request"]
secret: "github-webhook-secret"
prompt: |
Review PR #{pull_request.number}: {pull_request.title}
Repository: {repository.full_name}
Author: {pull_request.user.login}
Diff URL: {pull_request.diff_url}
Review for security, performance, and code quality.
skills: ["github-code-review"]
deliver: "github_comment"
deliver_extra:
repo: "{repository.full_name}"
pr_number: "{pull_request.number}"
Затем в GitHub: Настройки → Веб-перехватчики → Добавить веб-перехватчик → URL-адрес полезной нагрузки: http://your-server:8644/webhooks/github-pr-review, Content type: application/json, Secret: github-webhook-secret, Events: Pull requests.
Docs Drift Detection
Weekly scan of merged PRs to find API changes that need documentation updates.
Trigger: Schedule (weekly)
hermes cron create "0 9 * * 1" \
"Scan the NousResearch/hermes-agent repo for documentation drift.
1. Run: gh pr list --repo NousResearch/hermes-agent --state merged --json number,title,files,mergedAt --limit 30
2. Filter to PRs merged in the last 7 days
3. For each merged PR, check if it modified:
- Tool schemas (tools/*.py) — may need docs/reference/tools-reference.md update
- CLI commands (hermes_cli/commands.py, hermes_cli/main.py) — may need docs/reference/cli-commands.md update
- Config options (hermes_cli/config.py) — may need docs/user-guide/configuration.md update
- Environment variables — may need docs/reference/environment-variables.md update
4. Cross-reference: for each code change, check if the corresponding docs page was also updated in the same PR
Report any gaps where code changed but docs didn't. If everything is in sync, respond with [SILENT]." \
--name "Docs drift detection" \
--deliver telegram
Dependency Security Audit
Daily scan for known vulnerabilities in project dependencies.
Trigger: Schedule (daily)
hermes cron create "0 6 * * *" \
"Run a dependency security audit on the hermes-agent project.
1. cd ~/.hermes/hermes-agent && source .venv/bin/activate
2. Run: pip audit --format json 2>/dev/null || pip audit 2>&1
3. Run: npm audit --json 2>/dev/null (in website/ directory if it exists)
4. Check for any CVEs with CVSS score >= 7.0
If vulnerabilities found:
- List each one with package name, version, CVE ID, severity
- Check if an upgrade is available
- Note if it's a direct dependency or transitive
If no vulnerabilities, respond with [SILENT]." \
--name "Dependency audit" \
--deliver telegram
DevOps & Monitoring
Deploy Verification
Trigger smoke tests after every deployment. Your CI/CD pipeline POSTs to the webhook when a deploy completes.
Trigger: API call (webhook)
hermes webhook subscribe deploy-verify \
--events "deployment" \
--prompt "A deployment just completed:
Service: {service}
Environment: {environment}
Version: {version}
Deployed by: {deployer}
Run these verification steps:
1. Check if the service is responding: curl -s -o /dev/null -w '%{http_code}' {health_url}
2. Search recent logs for errors: check the deployment payload for any error indicators
3. Verify the version matches: curl -s {health_url}/version
Report: deployment status (healthy/degraded/failed), response time, any errors found.
If healthy, keep it brief. If degraded or failed, provide detailed diagnostics." \
--deliver telegram
Your CI/CD pipeline triggers it:
curl -X POST http://your-server:8644/webhooks/deploy-verify \
-H "Content-Type: application/json" \
-H "X-Hub-Signature-256: sha256=$(echo -n '{"service":"api","environment":"prod","version":"2.1.0","deployer":"ci","health_url":"https://api.example.com/health"}' | openssl dgst -sha256 -hmac 'your-secret' | cut -d' ' -f2)" \
-d '{"service":"api","environment":"prod","version":"2.1.0","deployer":"ci","health_url":"https://api.example.com/health"}'
Alert Triage
Correlate monitoring alerts with recent changes to draft a response. Works with Datadog, PagerDuty, Grafana, or any alerting system that can POST JSON.
Trigger: API call (webhook)
hermes webhook subscribe alert-triage \
--prompt "Monitoring alert received:
Alert: {alert.name}
Severity: {alert.severity}
Service: {alert.service}
Message: {alert.message}
Timestamp: {alert.timestamp}
Investigate:
1. Search the web for known issues with this error pattern
2. Check if this correlates with any recent deployments or config changes
3. Draft a triage summary with:
- Likely root cause
- Suggested first response steps
- Escalation recommendation (P1-P4)
Be concise. This goes to the on-call channel." \
--deliver slack
Uptime Monitor
Check endpoints every 30 minutes. Only notify when something is down.
Trigger: Schedule (every 30 min)
```python title="~/.hermes/scripts/check-uptime.py" import urllib.request, json, time
ENDPOINTS = [ {"name": "API", "url": "https://api.example.com/health"}, {"name": "Web", "url": "https://www.example.com"}, {"name": "Docs", "url": "https://docs.example.com"}, ]
results = [] for ep in ENDPOINTS: try: start = time.time() req = urllib.request.Request(ep["url"], headers={"User-Agent": "Hermes-Monitor/1.0"}) resp = urllib.request.urlopen(req, timeout=10) elapsed = round((time.time() - start) * 1000) results.append({"name": ep["name"], "status": resp.getcode(), "ms": elapsed}) except Exception as e: results.append({"name": ep["name"], "status": "DOWN", "error": str(e)})
down = [r for r in results if r.get("status") == "DOWN" or (isinstance(r.get("status"), int) and r["status"] >= 500)] if down: print("OUTAGE DETECTED") for r in down: print(f" {r['name']}: {r.get('error', f'HTTP {r[\"status\"]}')} ") print(f"\nAll results: {json.dumps(results, indent=2)}") else: print("NO_ISSUES")
```bash
hermes cron create "every 30m" \
"If the script reports OUTAGE DETECTED, summarize which services are down and suggest likely causes. If NO_ISSUES, respond with [SILENT]." \
--script ~/.hermes/scripts/check-uptime.py \
--name "Uptime monitor" \
--deliver telegram
Research & Intelligence
Competitive Repository Scout
Monitor competitor repos for interesting PRs, features, and architectural decisions.
Trigger: Schedule (daily)
hermes cron create "0 8 * * *" \
"Scout these AI agent repositories for notable activity in the last 24 hours:
Repos to check:
- anthropics/claude-code
- openai/codex
- All-Hands-AI/OpenHands
- Aider-AI/aider
For each repo:
1. gh pr list --repo <repo> --state all --json number,title,author,createdAt,mergedAt --limit 15
2. gh issue list --repo <repo> --state open --json number,title,labels,createdAt --limit 10
Focus on:
- New features being developed
- Architectural changes
- Integration patterns we could learn from
- Security fixes that might affect us too
Skip routine dependency bumps and CI fixes. If nothing notable, respond with [SILENT].
If there are findings, organize by repo with brief analysis of each item." \
--skills "competitive-pr-scout" \
--name "Competitor scout" \
--deliver telegram
AI News Digest
Weekly roundup of AI/ML developments.
Trigger: Schedule (weekly)
hermes cron create "0 9 * * 1" \
"Generate a weekly AI news digest covering the past 7 days:
1. Search the web for major AI announcements, model releases, and research breakthroughs
2. Search for trending ML repositories on GitHub
3. Check arXiv for highly-cited papers on language models and agents
Structure:
## Headlines (3-5 major stories)
## Notable Papers (2-3 papers with one-sentence summaries)
## Open Source (interesting new repos or major releases)
## Industry Moves (funding, acquisitions, launches)
Keep each item to 1-2 sentences. Include links. Total under 600 words." \
--name "Weekly AI digest" \
--deliver telegram
Paper Digest with Notes
Daily arXiv scan that saves summaries to your note-taking system.
Trigger: Schedule (daily)
hermes cron create "0 8 * * *" \
"Search arXiv for the 3 most interesting papers on 'language model reasoning' OR 'tool-use agents' from the past day. For each paper, create an Obsidian note with the title, authors, abstract summary, key contribution, and potential relevance to Hermes Agent development." \
--skills "arxiv,obsidian" \
--name "Paper digest" \
--deliver local
GitHub Event Automations
Issue Auto-Labeling
Automatically label and respond to new issues.
Trigger: GitHub webhook
hermes webhook subscribe github-issues \
--events "issues" \
--prompt "New GitHub issue received:
Repository: {repository.full_name}
Issue #{issue.number}: {issue.title}
Author: {issue.user.login}
Action: {action}
Body: {issue.body}
Labels: {issue.labels}
If this is a new issue (action=opened):
1. Read the issue title and body carefully
2. Suggest appropriate labels (bug, feature, docs, security, question)
3. If it's a bug report, check if you can identify the affected component from the description
4. Post a helpful initial response acknowledging the issue
If this is a label or assignment change, respond with [SILENT]." \
--deliver github_comment
CI Failure Analysis
Analyze CI failures and post diagnostics on the PR.
Trigger: GitHub webhook
# config.yaml route
platforms:
webhook:
enabled: true
extra:
routes:
ci-failure:
events: ["check_run"]
secret: "ci-secret"
prompt: |
CI check failed:
Repository: {repository.full_name}
Check: {check_run.name}
Status: {check_run.conclusion}
PR: #{check_run.pull_requests.0.number}
Details URL: {check_run.details_url}
If conclusion is "failure":
1. Fetch the log from the details URL if accessible
2. Identify the likely cause of failure
3. Suggest a fix
If conclusion is "success", respond with [SILENT].
deliver: "github_comment"
deliver_extra:
repo: "{repository.full_name}"
pr_number: "{check_run.pull_requests.0.number}"
Auto-Port Changes Across Repos
When a PR merges in one repo, automatically port the equivalent change to another.
Trigger: GitHub webhook
hermes webhook subscribe auto-port \
--events "pull_request" \
--prompt "PR merged in the source repository:
Repository: {repository.full_name}
PR #{pull_request.number}: {pull_request.title}
Author: {pull_request.user.login}
Action: {action}
Merge commit: {pull_request.merge_commit_sha}
If action is 'closed' and pull_request.merged is true:
1. Fetch the diff: curl -sL {pull_request.diff_url}
2. Analyze what changed
3. Determine if this change needs to be ported to the Go SDK equivalent
4. If yes, create a branch, apply the equivalent changes, and open a PR on the target repo
5. Reference the original PR in the new PR description
If action is not 'closed' or not merged, respond with [SILENT]." \
--skills "github-pr-workflow" \
--deliver log
Business Operations
Stripe Payment Monitoring
Track payment events and get summaries of failures.
Trigger: API call (webhook)
hermes webhook subscribe stripe-payments \
--events "payment_intent.succeeded,payment_intent.payment_failed,charge.dispute.created" \
--prompt "Stripe event received:
Event type: {type}
Amount: {data.object.amount} cents ({data.object.currency})
Customer: {data.object.customer}
Status: {data.object.status}
For payment_intent.payment_failed:
- Identify the failure reason from {data.object.last_payment_error}
- Suggest whether this is a transient issue (retry) or permanent (contact customer)
For charge.dispute.created:
- Flag as urgent
- Summarize the dispute details
For payment_intent.succeeded:
- Brief confirmation only
Keep responses concise for the ops channel." \
--deliver slack
Daily Revenue Summary
Compile key business metrics every morning.
Trigger: Schedule (daily)
hermes cron create "0 8 * * *" \
"Generate a morning business metrics summary.
Search the web for:
1. Current Bitcoin and Ethereum prices
2. S&P 500 status (pre-market or previous close)
3. Any major tech/AI industry news from the last 12 hours
Format as a brief morning briefing, 3-4 bullet points max.
Deliver as a clean, scannable message." \
--name "Morning briefing" \
--deliver telegram
Multi-Skill Workflows
Security Audit Pipeline
Combine multiple skills for a comprehensive weekly security review.
Trigger: Schedule (weekly)
hermes cron create "0 3 * * 0" \
"Run a comprehensive security audit of the hermes-agent codebase.
1. Check for dependency vulnerabilities (pip audit, npm audit)
2. Search the codebase for common security anti-patterns:
- Hardcoded secrets or API keys
- SQL injection vectors (string formatting in queries)
- Path traversal risks (user input in file paths without validation)
- Unsafe deserialization (pickle.loads, yaml.load without SafeLoader)
3. Review recent commits (last 7 days) for security-relevant changes
4. Check if any new environment variables were added without being documented
Write a security report with findings categorized by severity (Critical, High, Medium, Low).
If nothing found, report a clean bill of health." \
--skills "codebase-security-audit" \
--name "Weekly security audit" \
--deliver telegram
Content Pipeline
Research, draft, and prepare content on a schedule.
Trigger: Schedule (weekly)
hermes cron create "0 10 * * 3" \
"Research and draft a technical blog post outline about a trending topic in AI agents.
1. Search the web for the most discussed AI agent topics this week
2. Pick the most interesting one that's relevant to open-source AI agents
3. Create an outline with:
- Hook/intro angle
- 3-4 key sections
- Technical depth appropriate for developers
- Conclusion with actionable takeaway
4. Save the outline to ~/drafts/blog-$(date +%Y%m%d).md
Keep the outline to ~300 words. This is a starting point, not a finished post." \
--name "Blog outline" \
--deliver local
Quick Reference
Cron Schedule Syntax
| Expression | Meaning |
|---|---|
каждые 30 минут |
Every 30 minutes |
каждые 2 часа |
Every 2 hours |
0 2 * * * |
Daily at 2:00 AM |
0 9 * * 1 |
Every Monday at 9:00 AM |
0 9 * * 1-5 |
Weekdays at 9:00 AM |
0 3 * * 0 |
Every Sunday at 3:00 AM |
0 */6 * * * |
Every 6 hours |
Delivery Targets
| Target | Flag | Notes |
|---|---|---|
| Same chat | --доставить origin |
Default — delivers to where the job was created |
| Local file | --доставить локально |
Saves output, no notification |
| Telegram | --доставить telegram |
Home channel, or telegram:CHAT_ID for specific |
| Discord | --доставить discord |
Home channel, or discord:CHANNEL_ID |
| Slack | --доставить slack |
Home channel |
| SMS | --доставить смс:+15551234567 |
Direct to phone number |
| Specific thread | --доставить телеграмма:-100123:456 |
Telegram forum topic |
Webhook Template Variables
| Variable | Description |
|---|---|
{pull_request.title} |
PR title |
{issue.number} |
Issue number |
{repository.full_na me} |
owner/repo |
{action} |
Event action (opened, closed, etc.) |
{__raw__} |
Full JSON payload (truncated at 4000 chars) |
{sender.login} |
GitHub user who triggered the event |
The [SILENT] Pattern
When a cron job's response contains [SILENT], доставка подавляется. Используйте это, чтобы избежать спама в уведомлениях при тихом запуске:
If nothing noteworthy happened, respond with [SILENT].
Это означает, что вы получаете уведомление только тогда, когда агенту есть что сообщить.