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 timurgaleev/vibestack --skill aws-costgit clone --depth 1 https://github.com/timurgaleev/vibestackWrote 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/timurgaleev/vibestack/aws-cost)<a href="https://agentmods.dev/skills/timurgaleev/vibestack/aws-cost"><img src="https://agentmods.dev/badge/skills/timurgaleev/vibestack/aws-cost/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/timurgaleev/vibestack/aws-cost"><img src="https://agentmods.dev/badge/skills/timurgaleev/vibestack/aws-cost.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 | $0.00086 | $0.09898 |
| Opus 5 | $0.00043 | $0.04949 |
| Sonnet 5 | $0.00017 | $0.01980 |
| Haiku 4.5 | $0.00009 | $0.00990 |
Grade C, and why
aws-cost scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reaches for credential fileshighPrivilege escalation
SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.
`~/.aws/credentials`. How it starts
The opening of the file, as written. The whole thing — 723 lines — stays where its author put it; the contents beside it link to each section on GitHub.
When to invoke
Use when: "aws cost", "aws bill", "why did AWS cost go up", "finops review", "cost explorer", "savings plans coverage", "cloud spend review", "what are we paying for".
Preamble
eval "$(~/.vibestack/bin/vibe-slug 2>/dev/null)" 2>/dev/null || SLUG="unknown"
_LEARN_FILE="${VIBESTACK_HOME:-$HOME/.vibestack}/projects/${SLUG:-unknown}/learnings.jsonl"
if [ -f "$_LEARN_FILE" ]; then
_LEARN_COUNT=$(wc -l < "$_LEARN_FILE" 2>/dev/null | tr -d ' ')
echo "LEARNINGS: $_LEARN_COUNT entries loaded"
if [ "$_LEARN_COUNT" -gt 5 ] 2>/dev/null; then
~/.vibestack/bin/vibe-learnings-search --limit 5 2>/dev/null || true
fi
else
echo "LEARNINGS: none yet"
fi
{{include lib/snippets/session-host.md}}
{{include lib/snippets/decision-brief.md}}
{{include lib/snippets/working-protocols.md}}
{{include lib/snippets/state-protocols.md}}
User-invocable
When the user types /aws-cost, run this skill.
Step 0: Pick the data path
Two ways to get billing data. Decide once, up front, and say which one you are on.
MCP path. Look at the tools available in this session. If any tool name starts
with mcp__awslabs_billing, the billing MCP server is connected. The ones this skill
uses: cost-explorer, cost-comparison, cost-anomaly, cost-optimization,
compute-optimizer, sp-performance, ri-performance, budgets, free-tier-usage.
Prefer this path when it exists: it returns structured JSON and handles pagination.
CLI path. If no billing MCP tool is present, the aws CLI must work. Settle the profile first, then prove it authenticates. In this order:
- If
$AWS_PROFILEis set, use it. Do not ask. - Otherwise run
aws sts get-caller-identity --output jsonagainst thedefaultprofile. If it succeeds,defaultis the profile; do not ask, even when other profiles exist. - If it fails and
aws configure list-profilesprints more than one name, ask which one to use (AskUserQuestion, one option per name), export the answer asAWS_PROFILE, and runaws sts get-caller-identity --output jsonagain. - If the check still fails, stop and print a setup note: which profile was tried,
the error text, and the two fixes (
aws configure --profile <name>oraws sso login --profile <name>). Do not guess at credentials. Do not read~/.aws/credentials.
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.
- 6d ago First seen · 723 lines · 86 tokens per session scan C 227588c8f10b
aws-cost is a skill published in the GitHub repository timurgaleev/vibestack (6 stars, last pushed 7d ago), licensed MIT. It adds 86 tokens to every session and 9,898 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it C with 1 finding (reaches for credential files). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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