FREESKILL v1.0UPDATED 2026-08

Making Great Hiring Decisions

Making Great Hiring Decisions turns approved criteria and independent interview records into a structured debrief, while leaving every employment decision with an authorized human.

A hiring debrief is an evidence review, not a vote on who feels familiar. Useful records separate observations from interpretation, map evidence to approved job-related criteria, preserve counterevidence, and keep missing information visible. Personality impressions, affinity, appearance, protected traits, family or medical information, and vague culture fit do not belong in the decision record.

This playbook prepares a debrief packet, records an outcome already made by an authorized human, or audits the process. It does not make a hire, no-hire, ranking, compensation, or employment decision. It does not invent evidence, contact anyone, update an applicant system, or claim legal compliance.

The artifact can improve the evidence. It cannot inherit the authority to decide someone's employment.

SIGNALS YOU NEED THIS

Interview feedback mixes observed behavior with personality labels or unsupported conclusions.

Ratings were discussed before independent evidence was recorded.

A final verdict is being requested while criteria, scorecards, or material evidence remain missing.

REPLACES

Unstructured consensus, candidate ranking by impression, missing evidence treated as a low score, and automated employment decisions.

PAIRS WITH

Values & Competencies and Headcount. Interview design, question banks, recruiting operations, and onboarding remain separate workflows.

0 of 4 steps complete

STEP 01Lock the job-related decision frame

Record the role, approved criteria source, required level, rating anchors, human decision owner, facilitator, debrief date, and deadline. Flag criteria added after interviews began and exclude irrelevant or restricted information.

ROLE
  Operations analyst
CANDIDATE IDENTIFIER
  C-17
APPROVED CRITERIA
  Analytical problem solving, partner communication, reliable execution
AUTHORITY
  Hiring manager makes or defers the decision by September 12.
STATUS
  Evidence packet only. No employment decision has been made.

STEP 02Normalize evidence and expose gaps

Separate observation, criterion, interpretation, and rating. Map supplied evidence and counterevidence to the approved anchors. Never convert missing evidence into a low rating or fill a gap with an invented answer, score, credential, quotation, reference, or consensus.

ANALYTICAL PROBLEM SOLVING
  Supplied evidence: Work sample matched anchor 4.
  Limitation: One stated assumption was omitted.

PARTNER COMMUNICATION
  Supplied evidence: Two anchor 3 records and one anchor 2 record.
  Conflict: The anchor 2 record cites a vague escalation example.

RELIABLE EXECUTION
  Evidence: Missing. This is not a negative rating.

STEP 03Facilitate the evidence review

Confirm independent feedback timing, review evidence by competency, ask for counterevidence, and resolve disagreements at the observation, criterion, interpretation, or anchor level. Any approved follow-up must target a material job requirement and have a human owner and due date.

DEBRIEF SEQUENCE
  1. Restate the approved criteria and human authority.
  2. Review analysis evidence and its limitation.
  3. Place the communication records side by side.
  4. Keep execution evidence marked missing.
  5. Ask the decision owner to decide or defer.

CONSENSUS
  Not required. Evidence-based dissent remains in the record.

STEP 04Record only the authorized outcome

After the human decision owner supplies an outcome, document the job-related rationale, uncertainty, conflict resolution, and authorized follow-up. Reference checks, candidate communication, retention, and applicant-system changes remain human-owned actions through the approved process.

HUMAN DECISION
  Pending authorized debrief.
REFERENCE PLAN
  Draft questions only after the debrief identifies a job-related claim to validate.
EXTERNAL ACTIONS
  No candidate contact, evaluator contact, reference contact, publishing, or applicant-system update.
PROCESS QUESTIONS
  Route privacy, restricted-information, retention, or policy uncertainty to authorized people or legal review.

Download the folder into your agent's skills directory. It uses only the material you provide and makes no remote calls.

skills/making-great-hiring-decisions

making-great-hiring-decisions/
├── SKILL.md                           ← prepare, record, and audit modes
├── meta.yaml                          ← version, sources, test prompts, changelog
├── LICENSE.md                         ← MIT
├── assets/
│   ├── debrief-packet-template.md     ← evidence-first debrief preparation
│   ├── hiring-decision-record-template.md ← authorized outcome record
│   └── debrief-audit-scorecard.md     ← process-quality audit
└── references/
    ├── debrief-facilitation.md        ← sequence, roles, and authority
    └── evidence-and-rating-standard.md ← evidence, anchors, gaps, and exclusions

INVOKE IT LIKE THIS

"Structure the debrief and decision for this candidate."

Download skill v1.0 View source files

WORKS WITHClaude Code