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 MichelKerkmeester/skilled-agent-harness_spec-driven-loops --skill mcp-aside-devtoolsgit clone --depth 1 https://github.com/MichelKerkmeester/skilled-agent-harness_spec-driven-loopsWrote 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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-aside-devtools)<a href="https://agentmods.dev/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-aside-devtools"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-aside-devtools/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/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-aside-devtools"><img src="https://agentmods.dev/badge/skills/michelkerkmeester/skilled-agent-harness_spec-driven-loops/mcp-aside-devtools.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 | $0.00033 | $0.05736 |
| Opus 5 | $0.00016 | $0.02868 |
| Sonnet 5 | $0.00007 | $0.01147 |
| Haiku 4.5 | $0.00003 | $0.00574 |
Grade C, and why
mcp-aside-devtools scanned grade C 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 today.
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.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
The command surface is version-pinned evidence. Re-capture `--help` before relying on any flag; never freeze flag spellings from memory. If the binary is absent, report the official install command (`curl -fsSL https://r Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
"INSTALL": {"weight": 4, "keywords": ["install", "setup", "set up", "not installed", "curl", "sign in", "sign-in", "getting started", "not found", "first time", "command -v aside"]}, How it starts
The opening of the file, as written. The whole thing — 370 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Aside Browser Orchestrator - CLI + MCP Integration
AI-browser automation through the Aside CLI: natural-language agent tasks and a deterministic Playwright-compatible JavaScript REPL, with the Aside MCP server via Code Mode as the composition fallback.
1. WHEN TO USE
Activation Triggers
Use when:
- User mentions "aside", "aside browser", "AI browser" automation explicitly
- User wants a goal-driven, multi-step browser task delegated to a browser agent ("book, fill, compare, sign in and download")
- User needs deterministic, evidence-friendly browser steps (open a tab, snapshot, screenshot) through
aside repl - User mentions "aside cli", "aside exec", "aside repl", or "aside mcp" explicitly
- User wants browser work that leverages a signed-in Aside account, profile sessions, or password-manager autofill
- Browser operations must be chained with other Code Mode tools through the Aside MCP
replsurface
Automatic Triggers:
- "aside", "aside cli", "aside mcp" mentioned explicitly
- "AI browser automation" or "browser agent task"
- "natural language browser task"
When NOT to Use
Do not use for:
- Chrome/Chromium/Edge debugging with raw CDP primitives, HAR export, or
bdg(usemcp-chrome-devtools— Aside has no CDP-domain parity and no dedicated console/network tools) - Extracting a measured Style Reference (design tokens) from a live website's real CSS (use
sk-design-md-generator) - Application-code implementation the browser merely verifies (use
sk-code) - Cross-browser test suites or heavyweight frameworks (use Playwright/Puppeteer/Selenium directly)
- Non-macOS hosts — the official installer supports macOS (Darwin) arm64/x64 only
- Fully unattended sensitive account actions — MFA, CAPTCHA, vault unlock, and approvals pause tasks and require a human
2. SMART ROUTING
What ships with it
60 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.
- assets/utcp-aside-manual.md 6.0 KB
- changelog/v1.0.0.0.md 6.5 KB
- changelog/v1.1.0.0.md 1.8 KB
- examples/agent-task-session.sh 2.5 KB runs code
- examples/mcp-handshake-probe.sh 2.8 KB runs code
- examples/README.md 4.8 KB
- examples/repl-evidence-capture.sh 2.0 KB runs code
- feature-catalog/devtools-parity/console-and-network-capture.md 4.7 KB
- feature-catalog/devtools-parity/cookies-and-storage.md 3.6 KB
- feature-catalog/devtools-parity/dom-inspection.md 4.0 KB
- feature-catalog/devtools-parity/navigation-and-tabs.md 4.2 KB
- feature-catalog/devtools-parity/performance-timing.md 3.7 KB
- feature-catalog/devtools-parity/screenshots-and-pdf.md 4.0 KB
- feature-catalog/feature-catalog.md 14 KB
- feature-catalog/install/install-and-doctor.md 3.2 KB
- feature-catalog/mcp/mcp-transport-and-code-mode.md 4.1 KB
- feature-catalog/repl/repl-evidence-capture.md 3.2 KB
- feature-catalog/task/agent-tasks.md 3.4 KB
- feature-catalog/troubleshoot/troubleshooting-recipes.md 3.9 KB
- INSTALL-GUIDE.md 7.9 KB
- manual-testing-playbook/agent-task/direct-task.md 3.4 KB
- manual-testing-playbook/agent-task/session-continuation.md 3.9 KB
- manual-testing-playbook/cli-lifecycle/account-status.md 3.1 KB
- manual-testing-playbook/cli-lifecycle/help-fixture.md 3.6 KB
- manual-testing-playbook/cli-lifecycle/install-version.md 3.0 KB
- manual-testing-playbook/devtools-parity/console-network-capture.md 4.8 KB
- manual-testing-playbook/devtools-parity/cookies-storage.md 3.9 KB
- manual-testing-playbook/devtools-parity/dom-query-inspection.md 4.1 KB
- manual-testing-playbook/devtools-parity/navigation-multi-tab.md 4.2 KB
- manual-testing-playbook/devtools-parity/performance-timing.md 4.2 KB
- manual-testing-playbook/devtools-parity/screenshot-pdf-capture.md 4.1 KB
- manual-testing-playbook/intra-routing-recall/holdout-repl.md 6.3 KB
- manual-testing-playbook/intra-routing-recall/holdout-troubleshoot.md 6.7 KB
- manual-testing-playbook/intra-routing-recall/install.md 5.5 KB
- manual-testing-playbook/intra-routing-recall/mcp.md 6.5 KB
- manual-testing-playbook/intra-routing-recall/negative.md 6.0 KB
- manual-testing-playbook/intra-routing-recall/repl.md 5.7 KB
- manual-testing-playbook/intra-routing-recall/task.md 5.6 KB
- manual-testing-playbook/intra-routing-recall/troubleshoot.md 6.1 KB
- manual-testing-playbook/manual-testing-playbook.md 30 KB
- manual-testing-playbook/mcp-transport/code-mode-discovery.md 5.3 KB
- manual-testing-playbook/mcp-transport/mcp-handshake.md 3.5 KB
- manual-testing-playbook/mcp-transport/tools-list-discovery.md 3.8 KB
- manual-testing-playbook/mcp-transport/unbound-profile-error.md 4.0 KB
- manual-testing-playbook/probes-and-gaps/console-probe.md 4.1 KB
- manual-testing-playbook/probes-and-gaps/network-probe.md 4.2 KB
- manual-testing-playbook/recovery-and-failure/dead-mcp-process.md 4.4 KB
- manual-testing-playbook/recovery-and-failure/missing-binary.md 3.7 KB
- manual-testing-playbook/repl-evidence/repl-open-tab.md 3.3 KB
- manual-testing-playbook/repl-evidence/repl-screenshot-artifact.md 3.9 KB
- mcp-servers/aside-cli/README.md 3.1 KB
- mcp-servers/aside-mcp/README.md 5.0 KB
- README.md 13 KB
- references/aside-cli-reference.md 6.4 KB
- references/aside-online-research-2026-07-17.md 13 KB
- references/discovery-fixture-2026-07-16.json 31 KB
- references/mcp-wiring.md 9.0 KB
- references/session-management.md 5.2 KB
- references/troubleshooting.md 6.3 KB
- scripts/doctor.sh 5.1 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.
- today Changed 3a2540b61e08
- 5d ago Changed 5b143501f7ab
- 6d ago First seen · 370 lines · 33 tokens per session scan C 7d66e328fbba
mcp-aside-devtools is a skill published in the GitHub repository MichelKerkmeester/skilled-agent-harness_spec-driven-loops (35 stars, last pushed today), licensed MIT. It adds 33 tokens to every session and 5,736 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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…