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Get Started Free →Use when an employee complaint or concern comes in and you need to classify it — one category, one urgency level, and whether it triggers a MANDATORY workplace investigation (harassment, discrimination, retaliation, or a safety/violence threat) rather than a coaching, policy, or routing path. Forces the non-waivable-duty rule the model skips — that a protected-class, harassment, retaliation, or safety allegation must be investigated even when the employee asks to keep it informal. Do NOT use to write up the incident record, draft a performance-improvement plan, or answer a policy-lookup question.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 491% | 0% |
| case-14 | ✗→✓ | ▲ Improved | 452% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 464% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 453% | 0% |
| case-02 | ✗→✗ | = Same ✗ | 464% | 0% |
An employee concern arrives — a message, a hallway remark written down, a form submission. Turn it into one category, one urgency level, and one handling path, and name the fact that set the path. A capable model can summarize the complaint, but by default it triages the way the complainant framed it: if the person says "I don't want to make a big deal of this, just keep it between us," the model routes a harassment or discrimination allegation to a quiet coaching chat — which is exactly the failure that exposes the employer. It also treats "serious" and "urgent" as the same axis, and it swings between calling every unhappy employee a harassment case and dismissing a protected-class complaint as ordinary friction.
Activate when the input is an inbound employee complaint or concern and the ask is how to classify or route it — "an employee reported that…", "how should we handle this concern", "what category and how urgent is this".
Do not activate to write the contemporaneous incident record for the file, to draft a PIP or a warning letter, or to answer a "what does our policy say about X" lookup.
Score every intake on two independent axes, then pick the path.
Axis 1 — Category. The subject matter of the concern:
| Category | Examples | |---|---| | Harassment | Unwanted sexual attention, slurs, demeaning conduct tied to who a person is | | Discrimination | Adverse treatment tied to a protected class — race, sex, age, religion, disability, pregnancy, national origin, and the like | | Retaliation | Adverse action because the person reported something, took leave, or raised a concern | | Safety / violence | Threats, physical danger, weapons, a hazardous condition, self-harm | | Pay / hours | Missing wages, unpaid overtime, misclassification | | Management / interpersonal | Rudeness, favoritism, poor communication, a personality clash, workload | | Policy / benefits / ops | A question about a rule, PTO, enrollment, a form |
Axis 2 — Urgency. How fast someone must act, set by risk of harm, not by category:
| Urgency | Meaning | |---|---| | P0 — Immediate | Risk of physical harm now — a violence threat, a weapon, a hazard, self-harm intent. Act same hour. | | P1 — Same-day | Ongoing conduct still happening, or retaliation in progress. Open within the day. | | P2 — Standard | A specific past allegation with no active danger. Normal intake clock. | | P3 — Routine | An informational or policy/ops question. Route and answer. |
Pick one path:
The rule the model skips: any allegation of harassment, discrimination, retaliation, or a safety/violence threat is MANDATORY INVESTIGATION — and the complainant cannot waive it. "Please keep this confidential," "I don't want anyone to get in trouble," "just talk to them for me" changes how you communicate and how you protect the reporter — it does not downgrade the path. The duty is the employer's, not the employee's to release. Discretion about method never becomes discretion about whether to investigate.
This is where the default over- and under-triggers. Test each complaint against a protected class and against a legal trigger:
State four things, plainly:
Example — A report comes in that a colleague repeatedly touches an employee's shoulders and remarks on her body, and she adds, "please don't make this official, I just need it to end." → Category: harassment · Urgency: P1 · Path: mandatory-investigation · Trigger: alleged unwanted sexual conduct — a mandatory category the reporter's confidentiality request cannot waive; honor the request in method (limit who knows), not in whether to investigate.
Other measured skills in the registry, with their headline benchmark lift.