Borrowing it
Nothing to install: this file belongs to BlackbirdWorks/gopherstack. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/BlackbirdWorks/gopherstack/main/.claude/skills/run-gopherstack/SKILL.mdgit clone --depth 1 https://github.com/BlackbirdWorks/gopherstackWrote 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/blackbirdworks/gopherstack/run-gopherstack)<a href="https://agentmods.dev/skills/blackbirdworks/gopherstack/run-gopherstack"><img src="https://agentmods.dev/badge/skills/blackbirdworks/gopherstack/run-gopherstack/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/blackbirdworks/gopherstack/run-gopherstack"><img src="https://agentmods.dev/badge/skills/blackbirdworks/gopherstack/run-gopherstack.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 | $0.00075 | $0.02032 |
| Opus 5.5 | $0.00030 | $0.00813 |
| Sonnet 5.5 | $0.00015 | $0.00406 |
| Haiku 4.5 | $0.00007 | $0.00203 |
Grade A, and why
run-gopherstack 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 yesterday.
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.
the AWS CLI, raw `curl`, and headless Chrome. How it starts
The opening of the file, as written. The whole thing — 176 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Run Gopherstack
Gopherstack is a single Go binary that emulates ~161 AWS services over one HTTP
port (default 8000), plus a SvelteKit dashboard SPA embedded in the binary at
/dashboard/. It is driven programmatically by
.claude/skills/run-gopherstack/driver.sh — a wrapper around the server process,
the AWS CLI, raw curl, and headless Chrome.
All paths below are relative to the repo root. Run every command from there.
Prerequisites
Already present in this container; no apt-get was needed:
- Go 1.26.5 (
go version) awsCLI (v1 / botocore 1.43),curl,jqgoogle-chrome(dashboard screenshots)- Docker daemon (integration tests only —
docker infomust succeed) - Node 24 + npm — only needed if you change
ui/
Build
go build -o bin/gopherstack .
~16 s warm. That is enough: the dashboard SPA is committed under
dashboard/static/spa and //go:embed-ed by dashboard/ui.go, so you do
not need npm to get a working dashboard. task build re-runs npm --prefix ui ci + a Vite build first — use it only when you edited ui/.
For integration tests, build the static Linux binary the test container copies:
task build-linux
Run (agent path)
.claude/skills/run-gopherstack/driver.sh up # start on :8123, block until healthy
.claude/skills/run-gopherstack/driver.sh up 8126 --demo # any serve flags pass through
.claude/skills/run-gopherstack/driver.sh health # GET /_gopherstack/health
.claude/skills/run-gopherstack/driver.sh logs 40
.claude/skills/run-gopherstack/driver.sh down
up prints e.g. up on http://localhost:8123 (161 services). State (pid, port,
log, data dir) lives in $TMPDIR/gopherstack-driver, so aws/api/shot in
later shells find the running server.
Call it with the AWS CLI
.claude/skills/run-gopherstack/driver.sh aws sts get-caller-identity
.claude/skills/run-gopherstack/driver.sh aws s3 mb s3://my-bucket
.claude/skills/run-gopherstack/driver.sh aws dynamodb list-tables
.claude/skills/run-gopherstack/driver.sh aws sqs create-queue --queue-name q
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- yesterday First seen · 176 lines · 75 tokens per session scan A 0e37598145fd
run-gopherstack is a skill published in the GitHub repository BlackbirdWorks/gopherstack (17 stars, last pushed yesterday), licensed MIT. It adds 75 tokens to every session and 2,032 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-11-07.
run-gopherstack compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| run-gopherstackBlackbirdWorks/gopherstack | Skill | 17 | yesterday | MIT | A | 75 | Claude Code |
| amplify-workflowawslabs/agent-plugins | Skill | 937 | 2d ago | Apache-2.0 | A | 214 | Claude Code |
| aws-lambda-durable-functionsawslabs/agent-plugins | Skill | 937 | 2d ago | Apache-2.0 | A | 109 | Claude Code |
| snsitsmostafa/aws-agent-skills | Skill | 1.2k | 5d ago | MIT | A | 32 | Claude Code |
| aws-lambdaawslabs/agent-plugins | Skill | 937 | 2d ago | Apache-2.0 | A | 74 | Claude Code |
| huawei-cloud-apig-instance-managementhuaweicloud/huaweicloud-devkit | Skill | 70 | yesterday | Apache-2.0 | A | 206 | Claude Code |
| cloud-native-aws-serverlessj4flmao/agent-skills | Skill | 39 | 4d ago | MIT | A | 133 | Claude Code, Codex |