Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add dungnotnull/hybrid-harness-chaos-process-prm --skill s25-cloud-cost-managementgit clone --depth 1 https://github.com/dungnotnull/hybrid-harness-chaos-process-prmWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dungnotnull/hybrid-harness-chaos-process-prm/s25-cloud-cost-management)<a href="https://agentmods.dev/skills/dungnotnull/hybrid-harness-chaos-process-prm/s25-cloud-cost-management"><img src="https://agentmods.dev/badge/skills/dungnotnull/hybrid-harness-chaos-process-prm/s25-cloud-cost-management/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/dungnotnull/hybrid-harness-chaos-process-prm/s25-cloud-cost-management"><img src="https://agentmods.dev/badge/skills/dungnotnull/hybrid-harness-chaos-process-prm/s25-cloud-cost-management.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00097 | $0.02693 |
| Opus 5 | $0.00048 | $0.01347 |
| Sonnet 5 | $0.00019 | $0.00539 |
| Haiku 4.5 | $0.00010 | $0.00269 |
Grade A, and why
harness-cloud-cost scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -X GET \ How it starts
The opening of the file, as written. The whole thing — 387 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Harness Cloud Cost Management (CCM)
Purpose
Provide full visibility into cloud spend, enforce cost budgets via governance policies, identify and eliminate waste, and attribute costs to engineering teams for accountability.
Input Contract
| Input | Source | Required |
|---|---|---|
| Service definitions and environments | s05 (workflow_context.artifacts) | Yes |
| Cloud provider accounts | s01 or user | Yes |
| Budget thresholds | s01 PRD or user | No |
| Team cost allocation labels | s05 (service tags/teams) | Yes |
| FinOps review schedule | s02 taste or user | No |
Output Contract
| Output | Destination | Format |
|---|---|---|
| Cloud connector YAML | .commandcode/artifacts/ccm-connector.yaml |
YAML |
| Budget configuration | .commandcode/artifacts/budget.yaml |
YAML |
| Perspective (cost view) definitions | .commandcode/artifacts/perspectives.yaml |
YAML |
| AutoStopping rules | .commandcode/artifacts/autostop-rules.yaml |
YAML |
| Cost governance OPA policies | s22 (policy set) | Rego |
| Monthly FinOps report template | s24 (resilience context) | Markdown |
Prerequisites
- Harness CCM module enabled
- Cloud provider connector(s) created with billing data access
- Kubernetes cluster connected with CCM enabled
- Budget thresholds and alerting channels defined
CCM Architecture
Cloud Providers (AWS/GCP/Azure)
│ Billing exports → S3 / BigQuery / Storage Account
▼
Harness CCM Connector
│ Ingests cost data every 24h
▼
Harness CCM Platform
├── Cost Explorer (visualization)
├── Budget Alerts (threshold notifications)
├── Anomaly Detection (ML-based spike detection)
├── AutoStopping (idle resource termination)
├── Recommendations (rightsizing)
└── Cost Governance (OPA-based spend rules)
Step 1 — Cloud Connectors
AWS Connector (Cost & Usage Report)
connector:
name: AWS Production Account
identifier: aws_prod
type: CEAws
spec:
awsAccountId: "<AWS_ACCOUNT_ID>"
curReportName: harness-cost-report
s3BucketDetails:
region: us-east-1
s3BucketName: company-billing-exports
s3Prefix: harness/
crossAccountAccess:
crossAccountRoleArn: arn:aws:iam::<ACCOUNT>:role/HarnessCCMRole
externalId: harness-<ACCOUNT_ID>
features:
- BILLING
- OPTIMIZATION # for AutoStopping and recommendations
- GOVERNANCE
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 387 lines · 97 tokens per session scan A 4418166cfae3
harness-cloud-cost is a skill published in the GitHub repository dungnotnull/hybrid-harness-chaos-process-prm (19 stars, last pushed 3mo ago), licensed MIT. It adds 97 tokens to every session and 2,693 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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