Specialized skill for designing BARS (Behaviorally Anchored Rating Scale) assessment tools. Used by the rubric-designer agent when defining behavioral anchors per competency and designing BEI questions and SJT items. Automatically applied in contexts involving 'BARS,' 'behavioral rating scale,' 'BEI interview,' 'SJT,' 'assessment center,' or 'behavioral anchors.' Actual assessment execution or psychometric validation (factor analysis) is outside the scope of this skill.
A specialized skill that enhances the rubric-designer agent's assessment tool design capabilities.
Competency: [Competency Name]
Definition: [Competency Definition]
5 — Exceptional
Anchor: "[Specific behavioral description]"
4 — Proficient
Anchor: "[Specific behavioral description]"
3 — Competent
Anchor: "[Specific behavioral description]"
2 — Developing
Anchor: "[Specific behavioral description]"
1 — Inadequate
Anchor: "[Specific behavioral description]"
| Principle | Good Example |
|---|
| Bad Example |
|---|
| Observable | "Leads weekly team retrospectives, generating 3+ improvement actions" | "Has excellent leadership" |
| Specific | "Writes root cause analysis report within 15 min of incident" | "Solves problems well" |
| Clear level distinction | Lv.3: Applies existing methods / Lv.4: Proposes improvements | Unclear level differences |
| Includes frequency/quality | "Publishes 2+ technical blog posts per quarter" | "Writes occasionally" |
1. CIT (Critical Incident Technique)
→ Collect effective/ineffective behaviors for the target job
2. Behavioral Categorization
→ Classify collected behaviors by competency
3. Anchor Placement
→ Place each behavior on the 1-5 point scale
4. Expert Validation
→ 3-5 SMEs review appropriateness of anchor placement
5. Final Confirmation
→ Adopt only anchors with 70%+ retranslation agreement
S - Situation: "Please describe the specific situation"
T - Task: "What was your role/assignment at that time?"
A - Action: "What specific actions did you take?"
R - Result: "What were the results? Can you quantify them?"
L - Learning: "What did you learn from that experience?"
| Competency | Question | Evaluation Points |
|---|---|---|
| Problem Solving | "Describe an experience resolving an unexpected technical issue?" | Systematic approach, creativity, speed |
| Collaboration | "Describe an experience reaching consensus with a disagreeing colleague?" | Listening, persuasion, finding common ground |
| Leadership | "Describe an experience where you led your team to achieve a goal?" | Vision, motivation, results |
| Learning Agility | "Describe an experience quickly mastering a new technology/tool?" | Learning strategy, application speed |
| Customer Focus | "Describe an experience handling a customer complaint?" | Empathy, resolution, follow-up |
| Situation | Follow-up Question |
|---|---|
| Vague answer | "Could you be more specific?" |
| Unclear attribution | "Did the team do that, or did you do it personally?" |
| Unclear results | "How would you express that result numerically?" |
| Missing STAR element | "What specific actions did you take at that point?" |
**Situation:** [Specific scenario that could occur in the job]
Select the most effective and least effective action from the following:
(A) [Action option 1]
(B) [Action option 2]
(C) [Action option 3]
(D) [Action option 4]
Answer: Best = (C), Worst = (A)
Scoring: Corresponds to competency [X] at level [N]
| Principle | Description |
|---|---|
| 4-5 options | All plausible but with varying effectiveness |
| Avoid extremes | No obviously best/worst choices |
| Realistic situations | Scenarios that could actually occur in the job |
| Single competency | Each item measures only one competency |
| Method | Validity | Cost | Application |
|---|---|---|---|
| BARS | High | Medium | Regular performance evaluations |
| BEI | Very High | High | Hiring, promotion |
| SJT | Medium-High | Low | Large-scale screening |
| 360-degree | Medium | Medium | Competency development feedback |
| AC (Assessment Center) | Very High | Very High | Key talent selection |