Практические рецепты

fathom run "Find CTOs at 50-200 person fintech startups in London, verify emails"

fathom run "..." --repeat 3600

fathom contacts push-crm

fathom resume

fathom run "Find all CTOs and VP Engineering at fintech startups in London with 10-200 employees. Verify each email address. Include company size, funding stage, and tech stack." -o ./leads/london-fintech-ctos

fathom run "Search for marketing directors and CMOs at SaaS companies headquartered in Berlin. Enrich each person with LinkedIn profile URL, current role tenure, and recent posts."

fathom run "Monitor all news, press releases, blog posts, and social mentions about Acme Corp. Alert me on funding announcements, executive changes, product launches, and partnership deals." --repeat 1800

fathom run "Build a comprehensive list of industrial valve suppliers in the Gulf Cooperation Council region. Scrape business directories, trade association member lists, and exhibition exhibitor pages. De-duplicate by company name and website."

fathom run "Find decision-makers (CEO, CTO, VP Sales, VP Engineering) at B2B SaaS companies that raised Series A or B in the past 90 days in the US. Include funding amount, lead investor, and hiring signals." -o ./leads/fresh-funded

fathom run "Search Twitter/X, Reddit, Hacker News, and dev.to for people actively discussing Apache Kafka in production. Extract author profiles, engagement metrics, and company affiliations where available."

fathom run "Parse the speaker list from https://kccnceu2025.sched.com. For each speaker, find their current company, title, LinkedIn, Twitter, email (if public), and recent publications or talks." -o ./speakers/kccn-eu-2025

fathom run "Find companies in the EU that are using Rust in production. Cross-reference job postings mentioning Rust, GitHub organizations with active Rust repos, conference talks, and blog posts about Rust adoption. Identify CTOs and principal engineers."

fathom run "Perform a deep-dive analysis of Stripe's technology stack. Map all technologies, frameworks, and infrastructure used. Identify key engineers, their backgrounds, and open-source contributions. Include blog posts about architecture decisions." -o ./analysis/stripe-tech

fathom run "Compare Datadog, New Relic, Dynatrace, Splunk, and Grafana Labs across these 20 dimensions: pricing model, free tier limits, APM capabilities, log management, infrastructure monitoring, alerting, dashboarding, API quality, SDK languages, cloud integrations, on-prem options, compliance certs, market share, revenue growth, employee count, engineering team size, open-source contributions, community size, documentation quality, and enterprise features." -o ./competitive/comparison

fathom run "Track all regulatory changes, proposed rules, enforcement actions, and guidance documents in the US fintech/payments space over the past 30 days. Cover CFPB, OCC, FDIC, FinCEN, SEC, and state-level regulators. Classify each by impact level and affected business models." --repeat 86400

fathom run "Analyze the top 50 contributors to the vercel/next.js GitHub repository. For each contributor, find their current employer, LinkedIn profile, Twitter account, personal website, other notable open-source projects, and conference speaking history." -o ./oss/nextjs-contributors

fathom run "Research the full public footprint of Satya Nadella. Compile: career history, education, published articles, conference keynotes, podcast appearances, patent filings, board memberships, philanthropic activities, and social media presence. Cross-reference across LinkedIn, Wikipedia, news archives, and SEC filings." -o ./people/satya-nadella

fathom run "Map the supply chain of Tesla's battery production. Identify primary cell suppliers (CATL, Panasonic, BYD), their raw material suppliers (lithium, cobalt, nickel miners), processing facilities, and logistics partners. Flag any single-source dependencies or geopolitical risks." -o ./supply-chain/tesla-battery

fathom run "Monitor job postings at Databricks, Snowflake, and dbt Labs over the past 60 days. Classify each posting by department, seniority, and technology. Detect hiring surges, new team formations, and technology adoption signals. Compare hiring velocity across the three companies." --repeat 86400 -o ./signals/hiring-trends

fathom memory distill --session latest

fathom memory search "Stripe"

fathom memory distill --session latest

fathom memory gc --ttl-days 90 --dry-run

fathom memory list

fathom memory distill --session latest

curl -X POST http://localhost:8080/api/v1/coworkers \
  -H "Content-Type: application/json" \
  -d '{"name":"market-watch","title":"Market watcher","role":"analyst","prompt":"Monitor the assigned market and summarize changes.","active":true}'

curl -X POST http://localhost:8080/api/v1/schedules \
  -H "Content-Type: application/json" \
  -d '{"coworker_id":"","cron_expression":"0 9 * * 1-5","timezone":"UTC","query":"Review new market signals","enabled":true}'

fathom run "Find new VP-level executives at Series B+ fintech companies in EMEA who joined in the past 24 hours." --repeat 86400

curl -X POST http://localhost:8080/api/v1/notifications/test \
  -H "Content-Type: application/json" \
  -d '{"channel":"webhook"}'

fathom config set alerts.telegram.bot-token "123456:ABC..." && fathom config set alerts.telegram.chat-id "-1001234567890" && fathom run "..."

fathom run "Task 1: Research company A" -o ./results/task1
fathom run "Task 2: Research company B" -o ./results/task2

# Standard cron scheduling
# Runs the batch file at 09:00 on weekdays
# Output folders are date-stamped. Combine with webhook notifications to get Slack/email alerts when the batch completes.

curl -sS -X POST http://localhost:8080/api/v1/sessions \
  -H "Content-Type: application/json" \
  -d '{"query":"Find CTOs at fintech startups in London"}' \
  | jq -r '.id' \
  | xargs -I{} curl -N http://localhost:8080/api/v1/sessions/{}/events

curl -X POST http://localhost:8080/api/v1/sessions/{session_id}/answer \
  -H "Content-Type: application/json" \
  -d '{"request_id":"ctrl_001","text":"Yes, proceed with verification."}'

curl -X POST http://localhost:8080/api/v1/sessions/{session_id}/approve \
  -H "Content-Type: application/json" \
  -d '{"request_id":"ctrl_042","approved":true}'

fathom contacts export --format csv --output ./contacts-export/

# Add to claude_desktop_config.json:
# {
#   "mcpServers": {
#     "fathom": {
#       "command": "fathom",
#       "args": ["mcp-serve"]
#     }
#   }
# }
fathom mcp-serve

curl http://localhost:8080/health && echo "---" && curl http://localhost:8080/metrics

fathom run "..." --profile hunter
fathom run "..." --profile analyst
fathom run "..." --profile validator

fathom config set agent.role_models.writer "openai/gpt-4o"
fathom config set agent.role_models.researcher "deepseek/deepseek-chat"
fathom config set agent.role_models.verifier "openai/gpt-4o-mini"

fathom config set agent.approval_tools '["crm_push","email_send","webhook_post"]'
fathom run "..."

fathom config set agent.max_agents 8
fathom run "Research 50 companies across 10 sectors..."

fathom config set context.context_window 128000
fathom config set context.compact_threshold 0.85

# .fathom/hooks.yaml
# hooks:
#   pre-session:
#     - command: ./scripts/enrich-from-db.sh
#       args: ["{{session_id}}"]
#   post-session:
#     - command: ./scripts/push-to-warehouse.sh
#       args: ["{{session_id}}", "{{output_dir}}"]

fathom resume  # picks up the most recent interrupted session

RUST_LOG=debug fathom run "..."

fathom memory distill --session latest

fathom config set search.backend "hybrid"

fathom config set context.compact_threshold 0.7

fathom sessions list
fathom resume

cp contacts.db contacts.db.bak

fathom config show

fathom memory stats
fathom memory gc --ttl-days 30

fathom contacts export --format csv --output ./hubspot-import/

fathom run "Analyze the European EV charging market: size, growth, key vendors" -o ./report/

fathom config set export.format json
fathom run "Your task" -o ./results/

fathom config set export.format pdf
fathom run "Your task" -o ./results/

fathom contacts export --format xlsx -o ./exports/

fathom config set export.format json
fathom contacts export --format json -o ./warehouse/

fathom config set export.format pdf
fathom run "Compare Datadog, New Relic and Dynatrace side by side" -o ./landscape/

fathom memory list --scope all --status active -n 500 > ./memory-export.txt

fathom --help

fathom config show

fathom memory stats

RUST_LOG=debug fathom run "..."

fathom memory list

fathom --version

rm ~/.fathom/config.toml

# Vague (low quality results):
"Find leads in fintech"

# Specific (high quality results):
"Find CTOs and VP Engineering at B2B fintech
startups in London with 50-200 employees that
raised Series A or B in the past 18 months.
Verify each email via SMTP probe. Include
company size, last funding round, and tech
stack from job postings."

# Always specify output directory
fathom run "..." -o ./leads/q1-2025

# Re-run produces deterministic structure
ls ./leads/q1-2025/
# contacts.db  session.json  sources/  synthesis.md

# First pass: broad, shallow
fathom run "..." --depth 2 -o ./broad

# Second pass: deep dive on top results
fathom run "Analyze top 20 from ./broad"

# Session 1: research
fathom run "..." -o ./research

# Session 2: uses memory from session 1
fathom memory distill --session latest
fathom run "Using prior research, ..." -o ./follow-up

docker run -d --name fathom \
  -v ./data:/data \
  -v ~/.fathom:/home/researcher/.fathom \
  -e FATHOM_API_KEYS=$FATHOM_API_KEYS \
  -p 8080:8080 \
  fathom:latest serve --port 8080

# Create /etc/systemd/system/fathom.service from your deployment settings
# ExecStart=/usr/local/bin/fathom serve --port 8080
# Restart=on-failure
# Set FATHOM_API_KEYS in the unit environment
sudo systemctl daemon-reload
sudo systemctl enable --now fathom

# /etc/nginx/sites-available/fathom
# server {
#     listen 443 ssl http2;
#     server_name research.example.com;
#     ssl_certificate /etc/letsencrypt/live/research.example.com/fullchain.pem;
#     ssl_certificate_key /etc/letsencrypt/live/research.example.com/privkey.pem;
#     location / {
#         proxy_pass http://127.0.0.1:8080;
#         proxy_set_header Host $host;
#         proxy_set_header X-Real-IP $remote_addr;
#         proxy_buffering off;
#         proxy_cache off;
#     }
# }

# Add to your monitoring system (UptimeRobot, Healthchecks.io, etc.)
curl -f http://localhost:8080/health || exit 1

# Prometheus scrape config
# scrape_configs:
#   - job_name: fathom
#     static_configs:
#       - targets: ['localhost:8080']
#     metrics_path: /metrics

cp -r ~/.fathom ~/.fathom.bak
# restore:
cp -r ~/.fathom.bak ~/.fathom

tmux new-session -d -s research "fathom mcp-serve"
tmux attach -t research

# Or run a long research task
tmux new-session -d -s research "fathom run 'Deep analysis of...' -o ./analysis"
tmux ls

fathom mcp-serve &

# .github/workflows/research.yml
# name: Weekly Research
# on:
#   schedule:
#     - cron: '0 9 * * 1'
# jobs:
#   research:
#     runs-on: ubuntu-latest
#     steps:
#       - uses: actions/checkout@v4
#       - name: Build Fathom
#         run: cargo build --release
#       - name: Run research
#         env:
#           FATHOM_API_KEYS: ${{ secrets.FATHOM_API_KEYS }}
#           OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
#         run: fathom run "weekly tasks" -o ./results/
#       - name: Upload results
#         uses: actions/upload-artifact@v4
#         with:
#           name: research-results
#           path: ./results/