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Extract job-relevant experience from resumes with source traceability, uncertainty, and bias-aware human review.
$9.99
Resume Intelligence Pro
Example session with this skill installed
Compare two fictional resumes against a job requiring Python, data pipelines, and stakeholder communication. Explain how to avoid unsupported inferences.
- Read your context and instructions
- Compiled the resume intelligence pro
Resume Intelligence Pro: practical plan
Resume review method
Role criteria
Required: Python development, data pipeline experience, and stakeholder communication. Define what counts as evidence before reviewing candidates.
Evidence table
| Criterion | Candidate A evidence | Candidate B evidence | Confidence |
|---|---|---|---|
| Python | [quoted project or role detail] | [quoted project or role detail] | Verify depth |
| Data pipelines | [specific systems/work] | [specific systems/work] | Verify scale/ownership |
| Communication | [documented cross-functional example] | [documented cross-functional example] | Interview evidence needed |
Review rules
Use only information present in the resume and relevant public portfolio if authorized. Do not infer skill from school, name, age, employment gaps, location or writing style. Mark absent evidence as unknown, not as lack of ability.
Follow-up
Ask the same job-related questions and work sample to both candidates. Provide accommodations and human review.
Output
Summarize supported strengths, gaps to clarify, contradictions and confidence. Do not rank or reject applicants automatically; hiring decisions remain with accountable humans.
Measurement and review
Record the baseline, source, date range, denominator and owner. Use one primary measure plus quality guardrails; compare like-for-like cohorts and disclose missing data. Treat estimates as scenarios, not observed outcomes.
Risks and controls
Check relevance, consent, disclosure, workload and downside before scaling. Keep an evidence trail, obtain human review for material commitments, and pause if trust, quality or compliance signals deteriorate.
Next steps
- Confirm the goal, audience and available capacity.
- Gather the minimum evidence for a first test.
- Assign an owner, budget and review date.
- Run a small pilot, record outcomes and decide whether to iterate, expand or stop.
Connects securely to your tools. The creator never sees your data.
About this skill
Create a practical, evidence-led Resume Intelligence Pro workflow. Extract job-relevant experience from resumes with source traceability, uncertainty, and bias-aware human review. Distinguish observations from assumptions, request missing inputs, give actionable recommendations with owners and measurable outcomes, and flag uncertainty. Avoid fabricated metrics, unsupported guarantees, deceptive tactics and unnecessary personal data.
How to use
Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.
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