Opportunity Verification Call

SkillAI & models

Verifies a listed local employment or gig opportunity before a person incurs downstream costs by using a bounded CALL-E phone call to gather structured evidence.

Available today. Use it from your connected AI after setup.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Opportunity Verification Call skill

What this skill tells your AI

The instructions your AI receives, as published by calle-ai/awesome-phone-call-agents in skills/opportunity-verification-call/SKILL.md and read by ahel’s review.

Purpose

A focused CALL-E Agent Skill for verifying a listed local employment or gig opportunity before a person incurs downstream costs (travel, printing, airtime, or application effort).

Unlike skills that screen candidates or verify digital bounties (e.g., bounty-screening-call), this skill focuses on the physical-world cost of uncertainty in local gig economies. It asks: Is the opportunity still open? Where is it? What is the compensation and application path?

The workflow takes an existing opportunity plus an explicitly approved contact, prepares a bounded verification task, and uses CALL-E to gather structured phone evidence.

This is an instructional reference, not an included CALL-E adapter or host runtime. Read the safety rules before use and follow the fictional example for a no-call walkthrough.

Host execution sequence

  1. Start with a no-call preview: collect the opportunity ID, bounded questions, and an operator-authorized contact. Validate the private destination as E.164 and show only a masked number in the preview.
  2. Obtain explicit approval for this one call and its questions. The host must supply its supported CALL-E integration, secure credential storage, and the same stable intent key for this opportunity/contact task where supported. If the host cannot meet the safety rules, remain in preview mode.
  3. Submit at most one call for that approved intent. Record its provider ID and status in private host state; do not create a recurring schedule.
  4. If submission or completion is ambiguous, mark it UNKNOWN and stop. Do not automatically redial, create a fresh intent, or take a conflicting downstream action. A human must reconcile the existing provider state first.
  5. Present a masked, advisory receipt separating call status, transcript evidence, and extracted claims. A person decides whether to act on the opportunity; this skill does not establish employer identity or guarantee an offer is valid.

Core Principles (The Governance Boundary)

The contribution deliberately separates:

  1. Call completion
  2. Transcript evidence
  3. Structured extraction
  4. Downstream verification state

A successful call alone is not treated as proof that an opportunity is valid. Ambiguous, missing, or contradictory answers remain available for downstream reconciliation (like Partial Knowable Algebra) rather than being automatically converted into certainty.

Signals

GitHub stars
104
Forks
527
Last commit
Sep 2026
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Item type
skill
Key
opportunity-verification-call
Source
github.com/calle-ai/awesome-phone-call-agents