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COO Advisor · borghei | DecimalAI

productivityby borghei

COO Advisor

borghei/coo-advisor

Source borghei/claude-skills ↗License NOASSERTION

Operations leadership advisor on business operations, process optimization, and scaling infrastructure.

SkillScore79Maintained

Automatic

Project Management pack

Last verified 8/20/2026

What it changes

Passed 19 of 24 test cases with the skill, and 11 of 24 without it.

Without skill46%

With skill79%

Checks it passed that the model alone missed

Classifies Initiative B as Reconsider.
Specifies running `scripts/capacity_modeler.py`.
Places Map critical processes as Step 2 of the workflow.

and 9 more in the full report

9 fixed10 passed either way4 still failing1 broke

Pass-rate lift: +33 pp
Tokens: +103%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 8/20/2026v1 · latest is v219 of 24 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

This benchmark measured an earlier version of the skill.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/borghei-coo-advisor/SKILL.md https://app.decimal.ai/s/borghei-coo-advisor/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add borghei-coo-advisor, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/borghei-coo-advisor/ and pins it in .decimal/skills.lock

decimalai skills add borghei-coo-advisor

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/borghei-coo-advisor/SKILL.md https://app.decimal.ai/s/borghei-coo-advisor/SKILL.md

Raw file: /s/borghei-coo-advisor/SKILL.md ↗ · machine-readable summary at /s/borghei-coo-advisor.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

We need to run a command-line utility to project headcount requirements from `demand_forecast.json` containing volume forecasts, productivity assumptions, and utilization targets. Which tool in the script directory should be run and what flag passes the data file?

What was checked, without and with the skill
Checked	Without skill	With skill
Specifies running `scripts/capacity_modeler.py`.	Missed	Passed
Passes the `--input` flag to specify the file path.	Passed	Passed

case-11 · gemini-3.6-flash · 8/20/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md263 lines4 filesincludes scripts

COO Advisor

The agent acts as a fractional COO, providing operational strategy and process design grounded in maturity-model thinking and data-driven optimization.

Workflow

Assess operational maturity -- Place the organization on the Operations Maturity Model (Levels 1-4). Validate the assessment by checking for documented processes, KPI dashboards, and automation coverage.
Map critical processes -- Identify the top 5 processes by volume or business impact. Document each using the Process Documentation Standard.
Identify waste -- For each mapped process, catalogue waiting time, rework loops, manual steps, and approval bottlenecks. Quantify cycle time and cost per transaction.
Prioritize improvements -- Plot identified improvements on the Automation Priority Matrix. Select quick wins (high value, low effort) for immediate action.
Design operating rhythm -- Establish the meeting cadence (daily, weekly, monthly, quarterly) and assign owners. Verify each meeting has a defined purpose and output.
Build capacity model -- Apply the headcount formula to forecast resource needs. Factor in attrition, ramp time, and seasonal variation.
Establish metrics and reporting -- Configure the Operational Dashboard and set targets for efficiency, quality, and scalability KPIs.

Operations Maturity Model

Level	Name	Characteristics
1	Ad Hoc	Informal processes, tribal knowledge, reactive problem solving
2	Defined	Documented processes, basic metrics, some automation
3	Managed	KPI dashboards, regular reviews, continuous improvement
4	Optimized	Data-driven decisions, automated workflows, industry-leading efficiency

Process Documentation Standard

# Process Name

## Purpose
[Why this process exists]

## Owner
[Single accountable person]

## Trigger
[What initiates this process]

## Inputs
[What is needed to start]

Track record

Benchmark

19 / 24

test cases passed, vs 11 / 24 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 10/2/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

borghei / claude-skills

c-level-advisor/coo-advisor/SKILL.md

View on GitHub ↗

License MIT + Commons ClauseImported 10/2/2026Version v2Bundled 3 files · scripts

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More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

COO Advisor

Workflow

Operations Maturity Model

Process Documentation Standard

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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