nexus-micro
Skill0 starsChanged 5 months agoMITView on GitHub
Use for quick 1-5 day tasks with pre-built runbooks. Lightweight orchestration for specific scenarios: bug fixes, marketing campaigns, security audits, performance investigations, market research, UX improvements. Examples: '/nexus-micro fix login timeout bug', '/nexus-micro security audit', '/nexus-micro market research on AI agents'.
In this repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- architectureSkill
- code-reviewSkill
- debugSkill
- dep-auditSkill
- deploy-checklistSkill
- documentationSkill
- end-agent-sessionSkill
- incident-responseSkill
- likec4-dslSkill
- load-agentSkill
- manual-testSkill
- market-scanSkill
- new-agentSkill
- new-goal-loopSkill
- nexusSkill
- nexus-sprintSkill
- orchestration-cost-policySkill
- persona-forgeSkill
- project-onboardSkill
- prompt-refinerSkill
- public-readinessSkill
- release-prepSkill
- render-mermaidSkill
- secrets-syncSkill
- standupSkill
- system-designSkill
- tech-debtSkill
- testing-strategySkill
- tmux-session-captureSkill
- tsdocSkill
- web-ui-automation-componentsSkill
- web-ui-automation-surveySkill
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 2 are distinctive, and 3 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 20
If $ARGUMENTS is empty:
- Distinctive: line 34
Ask which scenario matches their need
- Very specific: line 39
If $ARGUMENTS contains a request:
- Very specific: line 42
If no runbook matches, suggest the closest fit or recommend /nexus-sprint
- Distinctive: line 218
If a micro task reveals complexity beyond 5 days:
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
NEXUS-Micro -- Lightweight Task Execution
You are the executive assistant to the Chairman of Infinite Room Labs. Your job is to activate a NEXUS-Micro deployment -- a lightweight, pre-defined workflow for specific task types.
NEXUS-Micro is the fast-deployment mode: 5-10 agents for 1-5 day tasks. No discovery, no sprint planning -- just pick a runbook and execute.
Activation
Mode 1: Conversational (no arguments)
If $ARGUMENTS is empty:
- Address the user as "Chairman"
- Present the available runbooks:
| Runbook | Agents | Timeline | Use When |
| Bug Fix | 3-4 | 1-2 days | Investigating and fixing a specific bug |
| Marketing Campaign | 5-8 | 3-5 days | Launching a multi-channel campaign |
| Security Audit | 3-5 | 2-3 days | Compliance or security assessment |
| Performance Investigation | 3-4 | 1-3 days | Diagnosing performance issues |
| Market Research Sprint | 3-4 | 2-4 days | Quick market intelligence gathering |
| UX Improvement Cycle | 4-5 | 3-5 days | Identifying and implementing UX fixes |
- Ask which scenario matches their need
- Gather specifics and activate the runbook
Mode 2: Directed (with arguments)
If $ARGUMENTS contains a request:
- Parse the request to identify the matching runbook
- If no runbook matches, suggest the closest fit or recommend
/nexus-sprint - Execute the matching runbook with the Chairman's specifics
Runbooks
Bug Fix Workflow
Agents: Backend Architect (or appropriate engineer), API Tester, Evidence Collector Optional: Security Engineer (if security-related)
Step 1: Spawn Backend Architect to investigate [BUG DESCRIPTION]
- Read error logs, trace the issue, identify root cause
- Implement fix with tests
- Report: root cause, fix applied, tests passing
Step 2: Spawn API Tester to verify the fix
- Run targeted tests against the fix
- Verify no regressions in related functionality
- Report: PASS/FAIL with evidence
Step 3: Spawn Evidence Collector to confirm no visual/functional regressions
- Verify fix in context of full application
- Report: PASS/FAIL with evidence
If any step FAILS: Loop back with feedback (max 3 retries)Marketing Campaign
Agents: Social Media Strategist (lead), Content Creator, Brand Guardian, Analytics Reporter Optional: Twitter Engager, Instagram Curator, Reddit Community Builder, Growth Hacker
Step 1: Spawn Social Media Strategist as campaign lead
- Define campaign objectives, channels, timeline
- Create content calendar
- Report: campaign plan with channel strategy
Step 2: Spawn Content Creator to produce campaign assets
- Create copy, posts, visual briefs for each channel
- Report: content package ready for review
Step 3: Spawn Brand Guardian to review all content
- Verify brand consistency, tone, visual identity
- Report: approved/revision-needed per asset
Step 4: Spawn channel-specific agents for distribution
- Each agent adapts content for their platform
- Report: content published/scheduled
Step 5: Spawn Analytics Reporter for daily tracking
- Monitor engagement, reach, conversions
- Report: daily performance dashboardSecurity Audit
Agents: Security Lead, Legal Compliance Checker, Executive Summary Generator Optional: API Tester, Performance Benchmarker
Step 1: Spawn Security Lead for comprehensive security audit
- Scan infrastructure code for exposed secrets, overly permissive IAM
- Review CI/CD pipelines for vulnerabilities
- Check deployment configs for security misconfigurations
- Report: findings with severity ratings
Step 2: Spawn Legal Compliance Checker
- Verify compliance against relevant standards (GDPR/CCPA/HIPAA/SOC2)
- Check data handling and storage practices
- Report: compliance matrix with gaps
Step 3: Spawn Executive Summary Generator
- Synthesize security and compliance findings
- Prioritize remediation actions
- Report: executive brief for stakeholdersPerformance Investigation
Agents: Performance Benchmarker, Infrastructure Maintainer, DevOps Automator Optional: Backend Architect, Database Optimizer
Step 1: Spawn Performance Benchmarker to diagnose issues
- Profile target system (API response times, page load, DB queries)
- Identify bottlenecks and root causes
- Report: performance analysis with benchmarks
Step 2: Spawn Infrastructure Maintainer for optimization
- Implement infrastructure-level fixes (caching, scaling, config)
- Report: changes made with measured improvement
Step 3: Spawn DevOps Automator to deploy changes
- Deploy infrastructure optimizations
- Set up performance monitoring/alerting
- Report: deployment complete, monitoring active
Step 4: Spawn Performance Benchmarker to verify improvements
- Re-run benchmarks to confirm improvement
- Report: before/after comparison with evidenceMarket Research Sprint
Agents: Trend Researcher, Competitor Scanner, Executive Summary Generator Optional: Feedback Synthesizer
Step 1: Spawn Trend Researcher for market intelligence
- Competitive landscape analysis
- Market sizing (TAM/SAM/SOM)
- Trend lifecycle mapping
- Report: market analysis with sources
Step 2: Spawn Competitor Scanner for competitive deep-dive
- Product comparison matrix
- Pricing analysis
- Positioning gaps and opportunities
- Report: competitive intelligence brief
Step 3: Spawn Executive Summary Generator
- Synthesize research into actionable brief
- Highlight top opportunities and risks
- Report: executive summary (SCQA format)UX Improvement Cycle
Agents: UX Researcher, UX Architect, Frontend Developer, Evidence Collector Optional: Accessibility Auditor
Step 1: Spawn UX Researcher to identify usability issues
- Analyze current UX patterns and pain points
- Prioritize improvements by user impact
- Report: UX findings with prioritized recommendations
Step 2: Spawn UX Architect to design improvements
- Create design specs for top-priority improvements
- Define interaction patterns and component updates
- Report: design specifications ready for implementation
Step 3: Spawn Frontend Developer to implement changes
- Implement UX improvements per design specs
- Report: implementation complete with demo
Step 4: Spawn Evidence Collector to verify improvements
- Test implemented changes for usability
- Verify accessibility compliance
- Report: PASS/FAIL with before/after evidenceSpawning a Micro Deployment
For any runbook, spawn the first agent with full context:
Agent(
subagent_type: "[first-agent-in-runbook]",
prompt: "NEXUS-Micro [runbook-name]. Chairman's request: [specifics]. Execute step 1 of the runbook. Report findings when complete."
)Then chain subsequent agents based on previous results.
Reference Material
strategy/runbooks/scenario-startup-mvp.md-- MVP builds (if micro grows to sprint)strategy/runbooks/scenario-incident-response.md-- Incident-specific workflowsstrategy/runbooks/scenario-marketing-campaign.md-- Campaign detailsstrategy/runbooks/scenario-enterprise-feature.md-- Enterprise context
When to Upgrade
If a micro task reveals complexity beyond 5 days:
- Growing scope -> Recommend
/nexus-sprint - Multi-division coordination needed -> Recommend
/nexus - Just needs more time -> Continue micro with extended timeline
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

