CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

cost-optimization

Strategies and patterns for optimizing cloud costs across AWS, Azure, and GCP.

Quality

56%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills-claude/skills/cost-optimization/SKILL.md

The canonical home for this skill is cost-optimization in administrakt0r/AI-Agents-Safe-Coding-Skills

SKILL.md
Quality
Evals
Security

Quality

Content

46%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is well-sectioned and contains genuinely useful concrete material (executable Terraform, real pricing numbers, a practical checklist), but it reads as an inlined reference document rather than an operational skill: no sequenced workflow with validation, half the guidance is abstract bullets, and every referenced bundle file is missing. Splitting per-cloud detail into real reference files and adding verification steps before destructive cost changes would address the main weaknesses.

Suggestions

Fix or remove the broken file references — none of 'resources/implementation-playbook.md', 'references/tagging-standards.md', or 'assets/cost-analysis-template.xlsx' exist — and align on one directory prefix.

Add validation checkpoints before destructive cost actions, e.g. 'Review 14 days of CPU/memory metrics via Compute Optimizer before downsizing' and 'Confirm no recent access before deleting EBS volumes or snapshots', to lift workflow clarity.

Move the AWS/Azure/GCP per-provider sections into separate reference files and replace abstract bullets like 'Analyze resource utilization' with concrete commands (e.g., Cost Explorer CLI queries, utilization report export steps).

DimensionReasoningScore

Conciseness

The body is mostly dense lists and code, but includes unnecessary generic filler Claude already knows: 'Apply relevant best practices and validate outcomes', 'Use managed services', 'Implement caching', and a 'Clarify goals, constraints, and required inputs' instruction that adds nothing. This fits anchor 3 ('mostly efficient but includes some unnecessary explanation or could be tightened') rather than 2, since the padding is limited to a few sections and the bulk is compact reference material.

3 / 5

Actionability

It mixes fully executable Terraform (S3 lifecycle, tagging, budgets, autoscaling alarms) and concrete pricing facts (30-72% RI savings, up to 90% spot) with abstract, unactionable bullets like 'Analyze resource utilization' and 'Downsize over-provisioned resources' that give no commands or methods for actually doing so. This lands at anchor 3 ('some concrete guidance but incomplete... missing key details') rather than 4, because roughly half the guidance describes rather than instructs.

3 / 5

Workflow Clarity

The Cost Optimization Framework provides a rough sequence (Visibility → Right-Sizing → Pricing Models → Architecture) plus a final checklist, but there are no validation checkpoints, and destructive/batch operations like 'Delete unused resources' and 'Remove idle resources' carry no verification step — the rubric's feedback-loop cap limits this to 3 regardless. It is above anchor 2 because a recognizable sequence and checklist do exist.

3 / 5

Progressive Disclosure

Roughly 290 lines of per-cloud detail (AWS/Azure/GCP sections, tagging, patterns) are inlined in SKILL.md when they clearly belong in separate reference files, and all three referenced bundle paths are broken: 'resources/implementation-playbook.md', 'references/tagging-standards.md', and 'assets/cost-analysis-template.xlsx' do not exist on disk (no such directories; the playbook even uses an inconsistent 'resources/' prefix). This matches anchor 2 ('content that clearly belongs in separate files is inlined') rather than 3, because the disclosure structure is broken in practice, not merely imperfectly organized.

2 / 5

Total

11

/

20

Passed

Description

48%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description identifies its domain clearly and distinctively but is thin: it states no concrete capabilities and provides no 'use when' trigger guidance, relying entirely on the domain name for activation. Adding explicit actions and trigger phrases would move it substantially upward.

Suggestions

Add a 'Use when...' clause with concrete trigger phrases, e.g. 'Use when the user wants to reduce cloud spending, right-size resources, cut AWS/Azure/GCP bills, or set up cost governance and budget alerts.'

Replace the abstract 'Strategies and patterns' framing with 2-4 concrete actions, e.g. 'Identifies idle resources, right-sizes instances, selects reserved/spot pricing, and configures budgets and cost anomaly alerts.'

Include natural synonyms users would say (cloud bill, billing, save money, cut costs, FinOps) to improve trigger term coverage.

DimensionReasoningScore

Specificity

The description names the domain ("optimizing cloud costs across AWS, Azure, and GCP") but contains no concrete actions — no verbs describing what the skill actually does. It matches anchor 2 ('names the domain but actions are minimal or generic'), not anchor 3, which would require naming 1-2 concrete actions like 'right-sizes resources' or 'identifies idle spend'.

2 / 5

Completeness

It has a reasonably clear 'what' ('strategies and patterns for optimizing cloud costs') but no 'when'/trigger clause whatsoever — 'when' is only weakly implied by the domain itself. Per the rubric guideline, a missing 'Use when...' clause caps completeness at 3; a 4 would require both what and when.

3 / 5

Trigger Term Quality

It includes relevant keywords ('cloud costs', 'optimizing', 'AWS', 'Azure', 'GCP') but misses the natural variations users would actually say, such as 'reduce spending', 'billing', 'right-size', or 'save money'. Good but incomplete coverage fits anchor 3 rather than anchor 4's 'good keyword coverage; a few natural terms missing'.

3 / 5

Distinctiveness Conflict Risk

Cloud cost optimization across the three major clouds is a distinct FinOps niche with cloud-provider names acting as differentiators, so conflict risk with unrelated skills is low. Minor overlap remains with general cloud architecture or Terraform skills, which keeps it at anchor 4 rather than 5.

4 / 5

Total

12

/

20

Passed

Validation

87%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

referenced_paths_exist

Referenced path issues: 3 missing

Warning

Total

14

/

16

Passed

Repository

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills-claude/skills/cost-optimization/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.