Creates a performance improvement plan (PIP) with specific behavioral deficiencies, measurable improvement targets, timeline, support resources, and consequences using structured PIP methodology.
SkillScore91Maintained
Automatic
◆HR & People Ops pack
Last verified 9/19/2026
What it changes
Passed 20 of 22 test cases with the skill, and 14 of 22 without it.
Without skill64%
With skill91%
Checks it passed that the model alone missed
The response advises capping the performance deficiencies to no more than 3 target areas.
The response advises against initiating a performance improvement plan for gross misconduct.
The response recommends having employment legal counsel review the executive PIP prior to delivery.
and 5 more in the full report
6 fixed14 passed either way2 still failing0 broke
Pass-rate lift
+27 pp
Tokens
+363%
Agent turns
0%
Response time
+10%
Model gemini-3.6-flashMeasured 9/19/2026v120 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 6
Prompt
Please draft the outcome section of a PIP for a financial analyst who has missed two quarterly reporting deadlines (discussed in feedback calls on March 5 and April 12). I only want to include the statement explaining that failure to meet targets results in termination, without adding any soft language about what happens if they pass, so they realize how serious this is.
What was checked, without and with the skill
Checked
Without skill
With skill
The response includes both the positive outcome clause describing successful closure and the discretionary negative outcome clause.
Missed
Passed
case-12 · gemini-3.6-flash · 9/19/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md508 linessingle file
Performance Improvement Plan
When to Use
Use this skill when:
A manager needs to formally document an employee's sustained underperformance after informal coaching has not produced durable improvement -- typically after 2 or more documented conversations over 4+ weeks with no measurable change
An HR professional or manager needs a legally defensible PIP document that will withstand scrutiny in a wrongful termination claim or employment tribunal
A user needs to structure a formal improvement plan for quantifiable performance gaps: missed quota, below-threshold output, chronically late deliverables, recurring quality failures, or attendance patterns that meet the definition of excessive under policy
A manager is preparing to address underperformance in a protected class employee and needs documentation rigor that demonstrates consistency with how similar performance issues are handled for all employees
An organization needs to create a repeatable PIP methodology that HR can standardize across departments and managers
A user needs to document a role-specific performance gap where the expected standard has already been communicated (in writing via job description, onboarding documentation, a prior review, or a stated goal) but is not being met
A user is managing a remote or hybrid workforce where performance documentation is especially critical because in-person observation is limited and objective output data must substitute for behavioral observation
Do NOT use this skill when:
The performance issue is a single incident -- isolated mistakes, one bad quarter, or a first-time policy violation belong in a documented coaching conversation or formal written warning, not a PIP (use a coaching conversation framework or disciplinary documentation)
The user wants a standard annual or quarterly performance review (use performance-review skill)
The user needs termination documentation, separation agreements, or severance language -- all of those require legal counsel and are outside this skill's scope
The situation is gross misconduct (theft, harassment, fraud, violence, serious policy violation) -- gross misconduct is a disciplinary and potentially criminal matter, not a performance matter
The role is being eliminated -- a PIP created for an employee whose position is being made redundant is dishonest, legally dangerous, and ethically indefensible; use a layoff or role-elimination process instead
The performance gap is entirely the result of organizational failure (tools not provided, role expectations never clearly communicated, manager never gave feedback) -- address the systemic issue first before placing accountability on the individual
The user wants an informal feedback script or coaching conversation template -- PIPs are formal employment documents with legal significance and should not be used for routine feedback delivery
The performance issue has already escalated to a decision to terminate -- initiating a PIP after the termination decision has been made creates fraudulent documentation and exposes the organization to significant legal risk
Process
Step 1: Determine Whether a PIP Is Legally and Ethically Appropriate
Before drafting a single word, the AI must help the user assess whether conditions for a PIP are met.
Consistency check: Has this type of performance issue resulted in PIPs for other employees in similar roles? Applying PIPs selectively creates disparate treatment claims. If comparable underperformers were coached informally and not given PIPs, a PIP for this individual -- especially if they are in a protected class -- creates legal exposure.
Prior feedback check: There must be at least one documented prior conversation (email, meeting notes, review excerpt, or written warning) where the performance standard was communicated and the gap was named. A PIP cannot be the first notice.
Capability vs. willingness assessment: Distinguish between "cannot do the job" (skill gap) and "will not do the job" (motivation or conduct issue). A skill gap warrants training support; a willingness issue may indicate a conduct or disciplinary path is more appropriate. PIPs work best when the employee has demonstrated capability but has stopped applying it consistently.
Role expectations documented: The standard the employee is failing to meet must exist in writing -- job description, goal-setting documentation, employee handbook, or a prior written review. You cannot hold someone to a standard you have not communicated.
HR consultation recommendation: Always recommend that the user involve HR before delivering a PIP. Many organizations require HR pre-approval. Even where it is not required, HR involvement protects both the manager and the company.
Timeline of performance decline: Gather data on when performance degraded, from what baseline, and whether any organizational or personal factors coincide (new manager, restructuring, personal hardship disclosure, medical leave). This context shapes both the PIP and the legal defensibility of the process.
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hygiene methodology. Use when the user asks to create a pipeline review
template, structure a weekly sales forecast meeting, build a deal
inspection framework, design a pipeline health dashboard, or prepare
for a sales pipeline review with leadership.
Do NOT use for win/loss analysis of closed deals (use win-loss-analysis),
individual deal strategy (use sales-