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 gaelic-ghost/socket --skill flashgit clone --depth 1 https://github.com/gaelic-ghost/socketWrote 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/gaelic-ghost/socket/flash)<a href="https://agentmods.dev/skills/gaelic-ghost/socket/flash"><img src="https://agentmods.dev/badge/skills/gaelic-ghost/socket/flash/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/gaelic-ghost/socket/flash"><img src="https://agentmods.dev/badge/skills/gaelic-ghost/socket/flash.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 | $0.00023 | $0.04247 |
| Opus 5.5 | $0.00009 | $0.01699 |
| Sonnet 5.5 | $0.00005 | $0.00849 |
| Haiku 4.5 | $0.00002 | $0.00425 |
Grade B, and why
flash scanned grade B with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Sends data to an external URLmediumData exfiltration
A POST to an outside endpoint may be telemetry or may be exfiltration; either way the mod talks to somewhere, and you should know where.
curl -s "$URL/main/predict" -d '{"data": {...}}' # dispatches to the remote worker Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -s "$URL/main/predict" -d '{"data": {...}}' # dispatches to the remote worker How it starts
The opening of the file, as written. The whole thing — 382 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Runpod Flash
Write code locally, iterate with flash dev — it runs your functions on remote Runpod GPUs/CPUs with hot-reload and live worker logs — then flash deploy to ship. Endpoint handles provisioning.
Setup
# install the CLI — requires Python 3.10-3.13
uv tool install runpod-flash
pip install runpod-flash
# auth option 1: browser-based login (saves token locally)
flash login
# headless: print URL instead of opening a browser
flash login --no-open
# max seconds to wait for browser auth (default 600)
flash login --timeout 300
# auth option 2: API key via environment variable
export RUNPOD_API_KEY=your_key
# scaffold a new project in ./my-project (writes AGENTS.md + CLAUDE.md)
flash init my-project
# scaffold in the current directory
flash init .
# overwrite existing files (-f)
flash init my-project --force
# update the CLI to the latest version
flash update
# pin a specific version (-V also works)
flash update --version 1.16.0
flash init writes AGENTS.md (+ a CLAUDE.md symlink). To add them to an existing project: python -c "from runpod_flash.rules import install_agent_files; from pathlib import Path; install_agent_files(Path.cwd())".
CLI
flash dev is the canonical dev-server command (flash run still works as a hidden alias).
# local server at :8888, but functions run on REMOTE GPU/CPU workers;
# hot-reloads on save and streams the worker's logs live to your terminal
flash dev
# same, but pre-provision endpoints (no cold start on first call)
flash dev --auto-provision
# custom port/host; --reload/--no-reload toggles autoreload
flash dev --port 9000 --host 0.0.0.0
# build + deploy (auto-selects env if only one)
flash deploy
# build + deploy to "staging" environment
flash deploy --env staging
# deploy a specific app to an environment
flash deploy --app my-app --env prod
# build + launch local preview in Docker
flash deploy --preview
# build flags below also apply to deploy
flash deploy --no-deps --python-version 3.11
# list deployment environments
flash env list
# create "staging" environment
flash env create staging
# show environment details + resources
flash env get staging
# delete environment + tear down resources
flash env delete staging
# list flash apps in your account
flash app list
# create a flash app
flash app create my-app
# show an app's environments + builds
flash app get my-app
# delete an app and all its resources
flash app delete my-app
# list all active endpoints
flash undeploy list
# remove a specific endpoint
flash undeploy my-endpoint
# remove all endpoints (--interactive/-i to pick, --force/-f to skip prompts)
flash undeploy --all
# remove endpoints whose code no longer exists locally
flash undeploy --cleanup-stale
# build-only (no deploy) — mainly for debugging the artifact; `flash deploy` builds for you
# package the artifact without deploying (1500MB limit; torch auto-excluded)
flash build
# build flags: --no-deps, --exclude pkg1,pkg2, --output name.tar.gz, --python-version 3.11
flash build --no-deps
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.
- 1mo ago First seen · 382 lines · 23 tokens per session scan B fcfdb9ab9a39
flash is a skill published in the GitHub repository gaelic-ghost/socket (8 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 4,247 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it B with 2 findings (sends data to an external url, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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