xint
X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. TypeScript + Bun. AI agent skill.
Complete engineering management system — team building, 1:1s, performance, hiring, architecture decisions, incident management, and scaling. From IC-to-manager transition through director-level operations.
Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.
SkillHub CLI
skillhub install 1kalin/afrexai-engineering-managerInspect the source and compatibility requirements, then follow its installation steps.
Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.
Your complete playbook for engineering leadership. Not generic management advice — this is the specific system that high-performing engineering managers run daily.
Before managing people, understand the system they work in.
team_topology:
name: "[Team Name]"
type: stream-aligned | platform | enabling | complicated-subsystem
mission: "[One sentence — what does this team exist to do?]"
boundaries:
owns: ["service-x", "domain-y", "pipeline-z"]
consumes: ["auth-service", "data-platform"]
provides: ["checkout-api", "payment-events"]
cognitive_load: low | medium | high | overloaded
interaction_modes:
- team: "[Other Team]"
mode: collaboration | x-as-a-service | facilitating
friction: low | medium | high
notes: "[What's working/not working]"
current_headcount: N
ideal_headcount: N
skill_gaps: ["observability", "mobile", "ML"]
Score 1-5 for each dimension. Track trends over time.
| Dimension | Score | Signal |
|---|---|---|
| Delivery pace | _ /5 | Are we shipping what we committed? |
| Quality | _ /5 | Bug rate, incident frequency, tech debt trajectory |
| Collaboration | _ /5 | Cross-functional work, PR review speed, knowledge sharing |
| Morale | _ /5 | Energy in meetings, voluntary contributions, retention signals |
| Learning | _ /5 | New skills adopted, conference talks, internal tech talks |
| Autonomy | _ /5 | Can the team make decisions without waiting for me? |
| Psychological safety | _ /5 | Do people raise concerns, admit mistakes, challenge ideas? |
| On-call health | _ /5 | Page frequency, off-hours burden, burnout signals |
Action rules:
These signals come from indexed source analysis and may lag behind changes. Check the current source files.
The complete operating system for engineering managers — from first-time leads to directors scaling multiple teams.
Not generic management advice. This is the specific, actionable system that high-performing EMs run daily: 1:1 templates, performance calibration matrices, hiring scorecards, incident playbooks, architecture decision records, and org design frameworks.
clawhub install afrexai-engineering-manager
"Run team health check" → Walk through all 8 radar dimensions
"Prepare 1:1 with Sarah" → Generate personalized agenda
"Write performance review for Alex" → Calibrate using the matrix
"Create job description for Senior Backend Engineer" → Full JD from template
This skill gives you the frameworks. For industry-specific engineering managem...
# Engineering Manager Operating System
Your complete playbook for engineering leadership. Not generic management advice — this is the specific system that high-performing engineering managers run daily.
---
## Phase 1: Team Architecture
### Team Topology Assessment
Before managing people, understand the system they work in.
```yaml
team_topology:
name: "[Team Name]"
type: stream-aligned | platform | enabling | complicated-subsystem
mission: "[One sentence — what does this team exist to do?]"
boundaries:
owns: ["service-x", "domain-y", "pipeline-z"]
consumes: ["auth-service", "data-platform"]
provides: ["checkout-api", "payment-events"]
cognitive_load: low | medium | high | overloaded
interaction_modes:
- team: "[Other Team]"
mode: collaboration | x-as-a-service | facilitating
friction: low | medium | high
notes: "[What's working/not working]"
current_headcount: N
ideal_headcount: N
skill_gaps: ["observability", "mobile", "ML"]
```
### Team Health Radar (Monthly)
Score 1-5 for each dimension. Track trends over time.
| Dimension | Score | Signal |
|-----------|-------|--------|
| **Delivery pace** | _ /5 | Are we shipping what we committed? |
| **Quality** | _ /5 | Bug rate, incident frequency, tech debt trajectory |
| **Collaboration** | _ /5 | Cross-functional work, PR review speed, knowledge sharing |
| **Morale** | _ /5 | Energy in meetings, voluntary contributions, retention signals |
| **Learning** | _ /5 | New skills adopted, conference talks, internal tech talks |
| **Autonomy** | _ /5 | Can the team make decisions without waiting for me? |
| **Psychological safety** | _ /5 | Do people raise concerns, admit mistakes, challenge ideas? |
| **On-call health** | _ /5 | Page frequency, off-hours burden, burnout signals |
**Action rules:**
- Any dimension ≤2 → Address THIS WEEK (it's a fire)
- Any dimension at 3 → Create improvement plan within 2 weeks
- Overall average <3.5 → Team is struggling, block ne...# Engineering Manager OS ⚙️ The complete operating system for engineering managers — from first-time leads to directors scaling multiple teams. Not generic management advice. This is the specific, actionable system that high-performing EMs run daily: 1:1 templates, performance calibration matrices, hiring scorecards, incident playbooks, architecture decision records, and org design frameworks. ## Install ```bash clawhub install afrexai-engineering-manager ``` ## What's Inside - **Team Architecture** — topology assessment, health radar (8 dimensions), composition model - **1:1 System** — YAML templates, 40+ question bank, flight risk detection, retention playbook - **Performance Management** — calibration matrix, SBI-I feedback framework, PIP template, promotion case builder - **Hiring Machine** — JD template, interview scorecards, debrief protocol, candidate closing framework - **Technical Leadership** — ADR template, tech debt prioritization (Impact × Cost matrix), code review culture - **Sprint & Delivery** — ceremony cheat sheet, health metrics, estimation heuristics - **Incident Management** — response framework, blameless post-mortem template, on-call health guidelines - **Scaling & Org Design** — team split signals and protocol, manager-to-IC ratios, IC-to-manager transition guide - **Communication** — weekly status template, managing up checklist, stakeholder relationship map - **Difficult Situations** — 5 complete playbooks (architecture disputes, high performer wants management, inherited low team, layoffs, best engineer quits) - **100-point scoring rubric** across 7 dimensions ## Quick Start ``` "Run team health check" → Walk through all 8 radar dimensions "Prepare 1:1 with Sarah" → Generate personalized agenda "Write performance review for Alex" → Calibrate using the matrix "Create job description for Senior Backend Engineer" → Full JD from template ``` ## ⚡ Level Up This skill gives you the frameworks. For industry-specific engineering managem...
X Intelligence CLI — search, monitor, analyze, and engage on X/Twitter. TypeScript + Bun. AI agent skill.
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