AWS Observability
aws/agent-toolkit-for-aws
Builds, configures, debugs, and optimizes AWS observability - operator-symptom questions and detecting Omni vs classic CloudWatch.
Agent skill
by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit
Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatch --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .claude/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .claude/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatch --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .agents/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .agents/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatch --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .cursor/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .cursor/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/giuseppe-trisciuoglio/developer-kit.git --path plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatch --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .gemini/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .gemini/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .github/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .github/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-cloudformation-cloudwatch --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch .opencode/skills/aws-cloudformation-cloudwatch && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aws-cloudformation-cloudwatch" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch into .opencode/skills/aws-cloudformation-cloudwatch/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-cloudformation-cloudwatch", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
aws-cloudformation-cloudwatchProvides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability.
AWS Cloudformation Cloudwatch is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability. Use when creating CloudWatch metrics, alarms, dashboards, log groups, log subscriptions, anomaly detection, synthesized canaries, Application Signals, and implementing template structure with Parameters, Outputs, Mappings, Conditions, cross-stack references, and CloudWatch best practices for monitoring production infrastructure.
Its SKILL.md is about 3.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/alarms.md`, `references/constraints.md` and `references/dashboards.md`).
It sits in DevOps & Cloud, covering Anomaly detection, Deployment and Observability. It works with AWS CloudFormation. The repository describes itself as: Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI. The licence is MIT.
10 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteBashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
awsFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.aws.amazon.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
AWS Cloudformation Cloudwatch loads about 3.7k tokens when it runs, and up to ~39k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 804 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, BashAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 804 words, ~3,692 tokens.
.claude/skills/aws-cloudformation-cloudwatch/SKILL.md (or your agent's skills folder). This skill also uses 6 other files; get the full folder from GitHub.Creates CloudWatch monitoring infrastructure using CloudFormation templates: metrics, alarms, dashboards, log groups, anomaly detection, synthesized canaries, and Application Signals.
Follow these steps to create CloudWatch monitoring infrastructure with CloudFormation:
Specify metric namespaces, dimensions, and threshold values:
Parameters:
ErrorRateThreshold:
Type: Number
Default: 5
Description: Error rate threshold for alarms (percentage)
LatencyThreshold:
Type: Number
Default: 1000
Description: Latency threshold in milliseconds
CpuUtilizationThreshold:
Type: Number
Default: 80
Description: CPU utilization threshold (percentage)
LogRetentionDays:
Type: Number
Default: 30
AllowedValues:
- 1
- 3
- 7
- 14
- 30
- 60
- 90
- 120
- 365
Description: Number of days to retain log eventsSet up alarms for CPU, memory, disk, and custom metrics:
Resources:
HighCpuAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmName: !Sub "${AWS::StackName}-high-cpu"
AlarmDescription: Trigger when CPU utilization exceeds threshold
MetricName: CPUUtilization
Namespace: AWS/EC2
Dimensions:
- Name: InstanceId
Value: !Ref InstanceId
Statistic: Average
Period: 60
EvaluationPeriods: 3
Threshold: !Ref CpuUtilizationThreshold
ComparisonOperator: GreaterThanThreshold
AlarmActions:
- !Ref AlarmTopic
ErrorRateAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmName: !Sub "${AWS::StackName}-error-rate"
MetricName: ErrorRate
Namespace: !Ref CustomNamespace
Dimensions:
- Name: Service
Value: !Ref ServiceName
Statistic: Average
Period: 60
EvaluationPeriods: 5
Threshold: !Ref ErrorRateThreshold
ComparisonOperator: GreaterThanThresholdDefine SNS topics for notification delivery:
Resources:
AlarmNotificationTopic:
Type: AWS::SNS::Topic
Properties:
DisplayName: !Sub "${AWS::StackName}-alarms"
TopicName: !Sub "${AWS::StackName}-alarms"
AlarmTopicPolicy:
Type: AWS::SNS::TopicPolicy
Properties:
PolicyDocument:
Statement:
- Effect: Allow
Principal:
Service: cloudwatch.amazonaws.com
Action: sns:Publish
Resource: !Ref AlarmNotificationTopic
Topics:
- !Ref AlarmNotificationTopicBuild visualization widgets for metrics across resources:
Resources:
MonitoringDashboard:
Type: AWS::CloudWatch::Dashboard
Properties:
DashboardName: !Sub "${AWS::StackName}-dashboard"
DashboardBody: !Sub |
{
"widgets": [
{
"type": "metric",
"x": 0,
"y": 0,
"width": 12,
"height": 6,
"properties": {
"title": "CPU Utilization",
"metrics": [["AWS/EC2", "CPUUtilization", "InstanceId", "${InstanceId}"]],
"period": 300,
"stat": "Average",
"region": "${AWS::Region}"
}
}
]
}Configure retention policies and encryption settings:
Resources:
ApplicationLogGroup:
Type: AWS::Logs::LogGroup
Properties:
LogGroupName: !Sub "/aws/applications/${Environment}/${ApplicationName}"
RetentionInDays: !Ref LogRetentionDays
KmsKeyId: !Ref LogEncryptionKeyCreate metrics from log data:
Resources:
ErrorMetricFilter:
Type: AWS::Logs::MetricFilter
Properties:
LogGroupName: !Ref ApplicationLogGroup
FilterPattern: '[level="ERROR", msg]'
MetricTransformations:
- MetricValue: "1"
MetricNamespace: !Sub "${AWS::StackName}/Application"
MetricName: ErrorCountBuild multi-condition alarm logic:
Resources:
SystemHealthComposite:
Type: AWS::CloudWatch::CompositeAlarm
Properties:
AlarmName: !Sub "${AWS::StackName}-system-health"
AlarmRule: !Or
- !Ref HighCpuAlarm
- !Ref ErrorRateAlarm
AlarmActions:
- !Ref AlarmTopicCreate saved queries for log analysis:
Resources:
ErrorAnalysisQuery:
Type: AWS::Logs::QueryDefinition
Properties:
Name: !Sub "${AWS::StackName}-errors"
LogGroupNames:
- !Ref ApplicationLogGroup
QueryString: |
fields @timestamp, @message
| filter @message like /ERROR/
| sort @timestamp desc
| limit 100Before deploying, validate the CloudFormation template:
aws cloudformation validate-template --template-body file://template.yamlFor parameterized templates, test with sample values:
aws cloudformation validate-template \
--template-body file://monitoring.yaml \
--capabilities CAPABILITY_IAMDeploy the stack and verify resources:
# Deploy stack
aws cloudformation create-stack \
--stack-name my-monitoring-stack \
--template-body file://monitoring.yaml \
--parameters file://parameters.json \
--capabilities CAPABILITY_IAM
# Wait for completion
aws cloudformation wait stack-create-complete \
--stack-name my-monitoring-stack
# Verify alarms are in OK state
aws cloudwatch describe-alarms --stack-name my-monitoring-stack
# Check dashboard accessibility
aws cloudwatch get-dashboard --dashboard-name my-monitoring-stack-dashboardTest alarm actions before production:
# Set alarm to testing state
aws cloudwatch set-alarm-state \
--alarm-name my-alarm \
--state-value ALARM \
--state-reason "Testing alarm action"set-alarm-state before productionAWSTemplateFormatVersion: '2010-09-09'
Description: Complete CloudWatch monitoring setup
Parameters:
Environment:
Type: String
Default: prod
AllowedValues: [dev, staging, prod]
Resources:
# SNS Topic for notifications
AlarmTopic:
Type: AWS::SNS::Topic
Properties:
DisplayName: !Sub "${Environment}-alarms"
# Alarm for high CPU
CpuAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmName: !Sub "${AWS::StackName}-cpu-high"
MetricName: CPUUtilization
Namespace: AWS/EC2
Statistic: Average
Period: 300
EvaluationPeriods: 2
Threshold: 80
ComparisonOperator: GreaterThanThreshold
AlarmActions:
- !Ref AlarmTopic
# Dashboard
Dashboard:
Type: AWS::CloudWatch::Dashboard
Properties:
DashboardName: !Ref AWS::StackName
DashboardBody: !Sub |
{
"widgets": [{
"type": "metric",
"properties": {
"metrics": [["AWS/EC2", "CPUUtilization"]],
"period": 300,
"stat": "Average"
}
}]
}Resources:
AppLogGroup:
Type: AWS::Logs::LogGroup
Properties:
LogGroupName: !Sub "/app/${Environment}"
RetentionInDays: 30
ErrorMetricFilter:
Type: AWS::Logs::MetricFilter
Properties:
LogGroupName: !Ref AppLogGroup
FilterPattern: '"ERROR"'
MetricTransformations:
- MetricValue: "1"
MetricNamespace: !Sub "${AWS::StackName}/App"
MetricName: ErrorCount
ErrorAlarm:
Type: AWS::CloudWatch::Alarm
Properties:
AlarmName: !Sub "${AWS::StackName}-errors"
MetricName: ErrorCount
MetricNamespace: !Sub "${AWS::StackName}/App"
Statistic: Sum
Period: 300
EvaluationPeriods: 1
Threshold: 1
ComparisonOperator: GreaterThanOrEqualToThresholdFor detailed implementation guidance, see:
alarms.md - CloudWatch metrics and alarms including base metric alarms, latency alarms, API Gateway errors, EC2 instance alarms, Lambda function alarms, composite alarms, anomaly detection, metric math, alarm actions (SNS, Auto Scaling, EC2), missing data treatment, custom metrics, metric filters, and high-resolution alarms
dashboards.md - CloudWatch dashboards including base template, service-specific dashboards, widget types (metric, log, text, single value, alarm status), multi-region dashboards, stacked metrics, anomaly detection widgets, math expressions, layout patterns (grid, row, column), dynamic variables, cross-account sharing, and dashboard automation
logs.md - CloudWatch logs including log group configurations, metric filters, subscription filters (Lambda, Kinesis Firehose), cross-account log aggregation, log insights queries, resource policies, export and archive tasks, CloudWatch agent configuration, log encryption with KMS, lifecycle management, centralized logging, and search patterns
constraints.md - Resource limits (5000 alarms max, 500 dashboards max), operational constraints (metric resolution, evaluation periods, dashboard widgets, cross-account), security constraints (log data access, encryption, metric filters, alarm actions), cost considerations (detailed monitoring, custom metrics, log retention, dashboard queries), and data constraints (metric age, log ingestion, filter limits)
© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 6 other files (references) in plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
AWS Cloudformation Cloudwatch next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AWS Cloudformation Cloudwatch this skillgiuseppe-trisciuoglio/developer-kit | 357 | — | ~3.7k | Automated safety check: Notes | MIT | |
| AWS Observabilityaws/agent-toolkit-for-aws | 2.8k | — | ~7.2k | Automated safety check: Pass | Apache-2.0 | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| KubeSphere ServiceMesh Managerkubesphere/kubesphere | 17k | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| AWS Cdk Developmentzxkane/aws-skills | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Google Agents CLI Observabilitypifferologo/cloud-agents-cli | 129 | 1 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 |
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Works with
Categories
Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability. AWS Cloudformation Cloudwatch is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability.
AWS Cloudformation Cloudwatch fits situations like: creating CloudWatch metrics; log subscriptions; anomaly detection; synthesized canaries.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a claude-code`. Or copy the skill folder (plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-cloudformation-cloudwatch in your project. Claude Code loads it when a task matches its description.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a codex`. Or copy the skill folder (plugins/developer-kit-aws/skills/aws-cloudformation/aws-cloudformation-cloudwatch in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-cloudformation-cloudwatch in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-cloudformation-cloudwatch -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-cloudformation-cloudwatch, .gemini/skills/aws-cloudformation-cloudwatch, .github/skills/aws-cloudformation-cloudwatch and .opencode/skills/aws-cloudformation-cloudwatch in your project.
Going by SKILL.md and its folder, AWS Cloudformation Cloudwatch needs the command-line tools its instructions call (aws). Its frontmatter pre-approves these tools: Read, Write, Bash.
SKILL.md names 1 domain. As links in the text: docs.aws.amazon.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
AWS Cloudformation Cloudwatch is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.7k tokens (SKILL.md is roughly 15k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 35k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with AWS Cloudformation Cloudwatch: AWS Observability (aws/agent-toolkit-for-aws, 2.8k stars), Kubeshark Installer (kubeshark/kubeshark, 12k stars), KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars) and AWS Cdk Development (zxkane/aws-skills, 367 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 357 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.
Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.