spot-people-changing-jobs（发现人们换工作）

Spot People Changing Jobs (Daily)

Monitor ICP professionals changing jobs. A new hire has 90-day pressure to pick vendors and show early wins — budget is already committed, the mandate is fresh, and they're actively evaluating.

Inferred pain-points from job change events are leading indicators of buying behavior.

Why New Hires Matter

The 2-month window from job posted → person hired is the buying window. Filters out internal promotions automatically.

API Calls

This skill bundles two scripts in the same directory as this SKILL.md file. Never read or reference API credentials directly.

• signup.sh — handles authentication. Writes credentials to .env internally. Never exposes the API key.
• api.sh — handles all authenticated API calls. Reads credentials from .env internally.

First, resolve the script paths relative to this file's location:

SKILL_DIR="$(dirname "$(find ~/.agents/skills -name SKILL.md -path "*/spot-people-changing-jobs/*" 2>/dev/null | head -1)")"
API="$SKILL_DIR/api.sh"
SIGNUP="$SKILL_DIR/signup.sh"

Then use $SIGNUP for auth and $API for all other calls.

When to Use This Skill

• "Track ICP people changing jobs"
• "Monitor VP-level job changes at my target accounts"
• "Alert me when decision-makers join new companies"
• "Find new hires at companies in my pipeline"

Agent Rules

1. NEVER rewrite or reframe the user's query. Use their exact words. Ask if unclear — don't modify yourself.
2. Don't deploy signals without confirming. Signals cost credits. Always confirm before deploying.
3. Present what the API returns. No fabrication, no inference.
4. Never output or log API credentials. All authenticated calls go through api.sh.

Workflow

0. Agent Auth Check

Before anything, test if credentials are working by running:

bash "$API" POST /api/v1/signal/get-signal-list '{"pagination": {"limit": 1, "offset": 0}}'

If the call succeeds (returns JSON with signals): skip to Step 1.

If the call fails (returns an error or missing credentials message):

### Welcome to OpenFunnel

OpenFunnel turns daily events in your market into pipeline
— using OpenFunnel's Event Intelligence engine.

To get started, I'll authenticate you via the API.

**What's your work email?**

Wait for user input. Then:

1. Run bash "$SIGNUP" start "<user_email>"

- Returns {"status": "verification_code_sent", "email": "..."} on success

1. Tell the user a 6-digit code was sent: I sent a 6-digit verification code to **{email}**. Reply with the code.
2. Wait for input. Run bash "$SIGNUP" verify "<user_email>" "<code>"

- On success: returns {"status": "authenticated", "user_id": "..."}. Credentials are written to .env and .gitignore is updated automatically. - On failure: returns {"status": "failed",...}

1. Verify with bash "$API" POST /api/v1/signal/get-signal-list '{"pagination": {"limit": 1, "offset": 0}}'
2. If verification succeeds → continue to Step 1
3. If sign-up fails → ask user to retry
4. If verify fails → tell user the code was invalid or expired (up to 10 attempts in 24 hours), offer to retry or resend

1. Understand the request

This signal doesn't need a search query — it monitors ICP-matching people across qualified accounts automatically. The key input is the ICP (which roles to watch).

2. Check existing signals

Run bash "$API" POST /api/v1/signal/get-signal-list '{"pagination": {"limit": 100, "offset": 0}}' to check for existing job change signals.

If a matching ICP job change signal already exists, present it and ask if the user wants to use it or deploy a new one.

3. Get results from existing signal

Run bash "$API" POST /api/v1/signal/ '{"signal_id": <id>}' to get people matched by this signal.

### Results from: {signal_name}

**{total_people} people found | {total_accounts} accounts**

| Name | New Role | Company | Previous Company | LinkedIn |
|------|----------|---------|-----------------|----------|
| ... | | | | |

4. ICP Check

Fetch available ICP profiles: bash "$API" GET /api/v1/icp/list.

If ICPs exist: present them and let the user pick one. The ICP determines which roles are monitored.

If the user types "none" or skips ICP selection:

Auto-create a broad fallback ICP:

bash "$API" POST /api/v1/icp/create '{"name": "Broad Default ICP", "target_roles": ["Any"], "employee_ranges": ["1-10", "11-50", "51-200", "201-500", "501-1000", "1001-5000", "5001-10000", "10001+"], "location": ["Any"]}'

If no ICPs exist: offer quick setup or skip to auto-create broad fallback.

5. Confirm & Deploy

I'll deploy a **job change** signal:

**Name:** {auto-generated descriptive name}
**ICP:** {selected or created ICP name}
**Monitoring:** ICP-matching people changing jobs (internal promotions filtered out)

⚡ *This will use credits from your plan.*

Other options:
- **Repeat daily** — re-run this signal every day for continuous monitoring (recommended)
- **Account audience** — auto-add discovered accounts to a named audience
- **People audience** — auto-add discovered people to a named audience
- **Credit limit** — cap spending on this signal

Set any of these, or "deploy" to go with defaults.

Wait for user input. Then deploy:

bash "$API" POST /api/v1/signal/deploy/icp-job-change-agent '{"name": "<name>", "icp_id": <id>, "repeat": <true|false>, "account_audience_name": "<name or null>", "people_audience_name": "<name or null>", "max_credit_limit": <limit or null>}'

6. Post-deploy

Signal deployed: **{name}** (ID: {signal_id})

This is now monitoring ICP professionals changing jobs.
Results come in as they're found — just say "check on {signal_name}" anytime.

7. Check back

Run bash "$API" POST /api/v1/signal/ '{"signal_id": <id>}' to get results found so far.