performance-management
Use this skill when designing OKR systems, writing performance reviews, running calibration sessions, creating PIPs, or building career ladders.
Skill by mkurman
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/mkurman-performance-management
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: design, writing, productivity
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/performance-management
What's inside
- Skill name
performance-management- Description
- Use this skill when designing OKR systems, writing performance reviews, running calibration sessions, creating PIPs, or building career ladders. Triggers on OKRs, performance reviews, calibration, PIPs, career ladders, leveling frameworks, feedback cycles, and any task requiring performance management system design.
- License
- MIT
- Instructions
- 337 lines in SKILL.md · view on GitHub
Files (4)
- README.md
- SKILL.md
- evals.json
- career-ladder-template.md · references/
SKILL.md (first lines)
## Key principles
1. **Continuous feedback, not annual surprise** - Annual reviews should contain
zero surprises. If the review is the first time someone hears a concern, the
system has already failed. Build feedback into weekly 1:1s, quarterly check-ins,
and project retrospectives so the formal review is a summary, not a revelation.
2. **OKRs are aspirational, not quotas** - An OKR system where 100% completion
is expected destroys ambition. Objectives should be stretch goals; hitting 70%
of a hard OKR is often better than hitting 100% of an easy one. Never tie OKR
completion directly to compensation - it incentivizes sandbagging.
3. **Calibration ensures fairness, not uniformity** - Different managers have
different rating tendencies (hawks vs. doves). Calibration sessions align rating
standards across teams so that a "Meets Expectations" in one org means the same
thing in another. The goal is consistency, not forcing a bell curve.
4. **Career ladders clarify expectations** - Employees should never have to guess
what promotion requires. A career ladder makes expectations explicit: here is
what impact, scope, technical skill, and leadership look like at each level.
Ambiguity in ladders breeds favoritism in promotions.
5. **PIPs are a last resort, not a first response** - A PIP should never be a
surprise. It follows documented coaching, informal feedback, and clear warnings.
A well-run PIP has specific, measurable milestones, a realistic timeline (60-90
days), and genuine organizational support. Its goal is improvement, not
documentation for termination.
---
## Core concepts
### OKR hierarchy
```
Company OKRs (annual)
|
+-- Department OKRs (quarterly)
|
+-- Team OKRs (quarterly)
|
+-- Individual OKRs (quarterly, optional)
```
Each level's Key Results should ladder up to the level above. An individual KR
that does not connect to a team or company OKR is a signal that the work is
misaligned or the OKR system is not being used correctly.
**OKR anatomy:**
```
Objective: Qualitative, inspiring, time-bound.
"Make our checkout experience the fastest in the industry by Q4"
Key Results: Quantitative, binary-scoreable (0.0-1.0), 3-5 per Objective.
KR1: Reduce median checkout latency from 2.1s to 0.8s
KR2: Increase checkout completion rate from 71% to 85%
KR3: Reduce cart abandonment on mobile from 62% to 45%
```
### Review cycles
| Cycle | Cadence | Participants | Output |
|---|---|---|---|
| 1:1 | Weekly | Manager + IC | Ongoing coaching notes |
| Mid-cycle check-in | Quarterly | Manager + IC | OKR progress, early flag |
| Peer feedback | Semi-annual | 3-5 peers per person | Structured written feedback |
| Self-assessment | Semi-annual | Individual | Written self-reflection |
| Manager review | Semi-annual | Manager | Performance rating + narrative |
| Calibration | Semi-annual | Manager cohort | Normalized ratings |
| Compensation review | Annual | HR + leadership | Salary and equity decisions |
### Calibration process
```
Phase 1 - Pre-work (1 week before):
Managers submit draft ratings and written justifications.
HR compiles rating distribution by team and level.
Phase 2 - Calibration session (2-3 hours):
Facilitator shares distribution. Outliers discussed first.
Each manager defends any rating 2+ steps from cohort median.
Ratings adjusted by consensus, not by committee override.
Phase 3 - Post-calibration (1 week after):
Final ratings locked. Managers deliver feedback to ICs.
Promotions and compensation decisions proceed from locked ratings.
```
### Career ladder dimensions
Most effective ladders evaluate four dimensions consistently across all levels:
| Dimension | What it measures |
|---|---|
| Technical skill | Depth and breadth of domain knowledge and execution quality |
| Scope of impact | Size of the problem space owned (self, team, org, company) |
| Autonomy | How much direction is needed to produce high-quality work |
| Leadership | Mentorship, cross-team influence, and culture contribution |
---
## Common tasks
### Design an OKR system
**Setup checklist:**
```
1. Define the cadence: annual company OKRs, quarterly team OKRs.
2. Set the hierarchy: company -> department -> team. ICs optional.
3. Write the Objective: inspiring, qualitative, owner assigned.
4. Write Key Results: measurable, 0.0-1.0 scoreable, 3-5 per Objective.
5. Mid-quarter check-in: score progress (0.0-1.0). Flag blocked KRs early.
6. End-of-quarter score: score final. Write retrospective (what worked, what did not).
```
**Scoring convention:**From mkurman/zorai, MIT.
More from mkurman/zorai
- 0.798score
best-practices
web-quality-skills
Apply modern web development best practices for security, compatibility, and code quality.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
video-analyzer
mkurman
Use this skill when analyzing existing video files using FFmpeg and AI vision, extracting frames for design system generation, detecting scene boundaries…
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
internal-docs
mkurman
Use this skill when writing, reviewing, or improving internal engineering documents - RFCs, design docs, post-mortems, runbooks, and knowledge base articles.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
proposal-writing
mkurman
Use this skill when writing proposals, responding to RFPs, drafting SOWs, or developing pricing strategies.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
budgeting-planning
mkurman
Use this skill when building budgets, conducting variance analysis, implementing rolling forecasts, or allocating costs.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
create-workflow
mkurman
Conversational guide for creating valid YAML workflow definitions.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
product-strategy
mkurman
Use this skill when defining product vision, building roadmaps, prioritizing features, or choosing frameworks like RICE, ICE, or MoSCoW.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
brand-strategy
mkurman
Use this skill when defining brand positioning, voice and tone guidelines, brand architecture, or storytelling frameworks.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
social-media-strategy
mkurman
Use this skill when planning social media strategy, creating platform-specific content, scheduling posts, or analyzing engagement metrics.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
compensation-strategy
mkurman
Use this skill when benchmarking compensation, designing equity plans, building leveling frameworks, or structuring total rewards.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
account-management
mkurman
Use this skill when managing key accounts, planning expansions, running QBRs, or mapping stakeholders.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
video-audio-design
mkurman
Use this skill when adding audio to programmatic videos - generating narration with ElevenLabs TTS, sourcing royalty-free background music, creating SFX with…
SkillAFreshness: A★ 325Claude Code +9
Signals
- Stars
- 325
- Forks
- 24
- Open issues
- 0
- Last commit (this folder)
- May 5, 2026 (5 months ago)
- Last release
- Oct 23, 2026 (6 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/mkurman/zorai
- Website
- zorai.app/
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from mkurman
- 0.597score
compensation-strategy
mkurman
Use this skill when benchmarking compensation, designing equity plans, building leveling frameworks, or structuring total rewards.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
account-management
mkurman
Use this skill when managing key accounts, planning expansions, running QBRs, or mapping stakeholders.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
brand-strategy
mkurman
Use this skill when defining brand positioning, voice and tone guidelines, brand architecture, or storytelling frameworks.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
budgeting-planning
mkurman
Use this skill when building budgets, conducting variance analysis, implementing rolling forecasts, or allocating costs.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
create-workflow
mkurman
Conversational guide for creating valid YAML workflow definitions.
SkillAFreshness: A★ 325Claude Code +9 - 0.597score
internal-docs
mkurman
Use this skill when writing, reviewing, or improving internal engineering documents - RFCs, design docs, post-mortems, runbooks, and knowledge base articles.
SkillAFreshness: A★ 325Claude Code +9
Cite this page
performance-management skill. Agent Mart. https://agentmart.dev/skills/mkurman-performance-management (last updated 2026-10-24)