Borrowing it
Nothing to install: this file belongs to BloomBooks/BloomDesktop. 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/BloomBooks/BloomDesktop/master/.github/skills/bloom-automation/SKILL.mdgit clone --depth 1 https://github.com/BloomBooks/BloomDesktopWrote 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/bloombooks/bloomdesktop/bloom-automation)<a href="https://agentmods.dev/skills/bloombooks/bloomdesktop/bloom-automation"><img src="https://agentmods.dev/badge/skills/bloombooks/bloomdesktop/bloom-automation/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/bloombooks/bloomdesktop/bloom-automation"><img src="https://agentmods.dev/badge/skills/bloombooks/bloomdesktop/bloom-automation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.08310 |
| Opus 5 | $0.00043 | $0.04155 |
| Sonnet 5 | $0.00017 | $0.01662 |
| Haiku 4.5 | $0.00009 | $0.00831 |
Grade A, and why
bloom-automation 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 4d 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.
- The raw API (for tools, not typed curl): `GET /status`, `POST /restart`, How it starts
The opening of the file, as written. The whole thing — 434 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Bloom Exe CDP Automation
Outcome
Use the real embedded WebView2 inside Bloom.exe as the automation target. Determine whether Bloom is already running, whether it belongs to this worktree, stop the right processes when necessary, start the current worktree through a source-aware launcher, discover the live CDP target, and drive the UI through the embedded browser instead of Bloom APIs.
When To Use
- You need to know whether Bloom is already running.
- You need to know whether the running Bloom came from the wrong worktree.
- You need to kill a confusing stale Bloom or
dotnet watchparent process. - You need to start Bloom from the current worktree.
- You need to attach to the embedded WebView2 for DOM, console, network, and screenshot/debug access.
- You need Playwright tests to hit the actual exe instead of
http://localhost:8089/bloom/CURRENTPAGEin a separate browser tab.
Default Assumptions
- Current repo root is derived automatically by the checked-in helper.
- Bloom project path is
src/BloomExe/BloomExe.csproj. - Fresh automation launches must not start an already-built
Bloom.exedirectly, because that can miss local source changes. - Use a source-aware launcher. In this repo the current default is
./go.shat the repo root. go.shlaunches the coordinated dev flow fromsrc/BloomBrowserUI/scripts/go.mjs, which in turn starts the front-end and the exe together.- In automation mode Bloom writes a machine-readable
BLOOM_AUTOMATION_READY {...}line to the console as soon as it knows its HTTP, CDP, and process IDs. - Running Bloom reports its actual HTTP and CDP ports through
http://localhost:<port>/bloom/api/common/instanceInfo.
Commands
Examples below assume you are somewhere inside the repository and first compute the repo root once:
repo_root="$(git rev-parse --show-toplevel)"
Terminal:
- In this VS Code workspace, the shared bash terminal keeps whatever cwd the previous command left behind.
- Prefer running the helper through
$repo_root/.github/skills/...or$repo_root/scripts/...so the command does not depend on the current working directory.
What ships with it
9 files 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.
- ai-image-editor-driving.md 8.9 KB
- bloomProcessCommon.mjs 12 KB runs code
- bloomProcessStatus.mjs 8.0 KB runs code
- dismissProblemDialog.mjs 12 KB runs code
- driveAiImageEditor.mjs 11 KB runs code
- killBloomProcess.mjs 8.1 KB runs code
- launcherControl.mjs 20 KB runs code
- switchWorkspaceTab.mjs 9.1 KB runs code
- webview2Targets.mjs 9.0 KB runs code
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.
- 4d ago Changed · +15 lines d993b13fe8a1
- 8d ago First seen · 419 lines · 86 tokens per session scan A 7482a19e1623
bloom-automation is a skill published in the GitHub repository BloomBooks/BloomDesktop (44 stars, last pushed yesterday), licensed MIT. It adds 86 tokens to every session and 8,310 once invoked, about $0.0004 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.
Other skills, from other repositories
opencli-sitemap-author
Use when creating or maintaining OpenCLI site sitemaps: agent-facing navigation, page-state, action, workflow, API-reference, pitfall, and fallback knowledge for a website. Use after browser exploration discovers durable site context, when a sitemap is stale, or when promoting local site knowledge into the repo.
debug-optimize-lcp
Guides debugging and optimizing Largest Contentful Paint (LCP) using Chrome DevTools MCP tools. Use this skill whenever the user asks about LCP performance, slow page loads, Core Web Vitals optimization, or wants to understand why their page's main content takes too long to appear. Also use when the user mentions…
interactive-login
How to complete browser/interactive logins (aws / gh / glab / gcloud). The platform backgrounds the login poller so it survives the human's browser round-trip — and when that does NOT work.
pinchtab-mcp
Use this skill when a task requires browser automation through PinchTab's MCP server connected to a remote browser instance. Covers navigation, element interaction, data extraction, form filling, multi-step flows, and session management via MCP tools.
azure-messaging-webpubsub-java
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
google-safe-browsing
Prevent and fix Google Safe Browsing "Dangerous site" flags. Use when launching a public web app, buying/picking a domain, building a login or signup page, or when any site shows a red "Dangerous site" / "Deceptive site" warning in Chrome, Brave, Safari, Firefox, or Edge. Triggers on "dangerous site", "deceptive…