This domain covers the internal operating machinery of a company: how work capacity is planned, how processes run, how vendors and spend are managed, and how information and announcements move through the organisation.
Distinct from c-level-advisor/ (strategic counsel at the executive altitude)
and project-management/ (delivery of specific initiatives). This domain is the
recurring operational layer underneath both.
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capacity-planner/ — headcount and team-capacity planning: converting gross headcount into committable hours, modelling hire/contract/defer scenarios across quarters, and reporting capacity-vs-commitment gaps. Use when planning a quarter, justifying a hire, or explaining why a roadmap does not fit.
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process-mapper/ — mapping and improving business processes: SIPOC and swimlane capture, cycle-time and wait-time analysis, handoff and bottleneck identification, and a prioritised improvement backlog. Use when a process is slow, ownership is unclear, or work stalls between teams.
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vendor-management/ — vendor lifecycle: weighted selection scorecards, risk tiering, SLA performance review, renewal tracking, and consolidation analysis. Use when selecting a vendor, preparing a renewal, or reviewing a portfolio.
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internal-comms/ — internal communication strategy: announcement planning by audience and blast radius, change-communication sequencing, all-hands and exec-update structure, and message testing before send. Use when announcing a change, planning a reorg communication, or auditing a draft.
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knowledge-ops/ — internal knowledge base health: information architecture, doc ownership and freshness SLAs, duplication and orphan detection, and a documentation-debt backlog. Use when the wiki has decayed, docs are stale, or nobody can find anything.
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procurement-optimizer/ — software and services spend optimisation: spend categorisation, license utilisation, redundant-tool detection, renewal timing leverage, and savings-opportunity ranking. Use when cutting SaaS spend or preparing a negotiation.
Total Tools: 18 Python automation tools (stdlib only)
business-operations/<skill>/
├── SKILL.md
├── references/
│ └── *.md (frameworks, benchmarks, decision thresholds)
├── scripts/
│ └── *.py (analysis, scoring, modelling — stdlib only)
└── assets/
└── *.md templates + sample_*.json inputs
Every script accepts --input <sample>.json --format {text,json}. Several expose
a gate flag (--fail-on, --min-*) that exits non-zero so the tool can run in
CI or a scheduled review.
project-management/— delivery of specific initiatives (this domain is the recurring operational layer)c-level-advisor/coo-advisor— strategic operations counselhr-operations/— people processes specificallyfinance/— financial planning (procurement-optimizer covers spend, not FP&A)business-growth/— external commercial motion
Each skill must:
- Use stdlib-only Python (no external dependencies)
- Support both JSON and human-readable output (
--formatflag) - Carry real benchmark numbers and thresholds, not generic advice
- State an opinionated default with the escape hatch named
- Ship runnable sample data for every documented workflow
Last Updated: July 2026 Skills Deployed: 6/6 business operations skills