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 Akakaui/visual-browser-agent --skill research-and-source-capturegit clone --depth 1 https://github.com/Akakaui/visual-browser-agentWrote 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/akakaui/visual-browser-agent/research-and-source-capture)<a href="https://agentmods.dev/skills/akakaui/visual-browser-agent/research-and-source-capture"><img src="https://agentmods.dev/badge/skills/akakaui/visual-browser-agent/research-and-source-capture/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/akakaui/visual-browser-agent/research-and-source-capture"><img src="https://agentmods.dev/badge/skills/akakaui/visual-browser-agent/research-and-source-capture.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 | $0.00032 | $0.00809 |
| Opus 5 | $0.00016 | $0.00404 |
| Sonnet 5 | $0.00006 | $0.00162 |
| Haiku 4.5 | $0.00003 | $0.00081 |
Grade A, and why
research-and-source-capture scanned grade A with 0 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 8d 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.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 108 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Research and Source Capture Skill
When to Use
Use this skill to build an evidence library from public web research:
- Documentation pages and API references
- Code examples and configuration snippets
- Diagrams, charts, and architecture figures
- Release notes and changelogs
- Any task needing verifiable, attributable sources
Instructions
Collection Workflow
navigate(url)to each source pageinspect_page()to extract headings, body text, and code blocks- Write extracted content to the evidence library as markdown/plain text
download_file(url)for binary assets (images, PDFs, archives)- Record source URL + timestamp for EVERY captured item
Evidence Library Layout
Organize by topic so the library stays searchable:
evidence-library/
<topic>/
index.json # searchable metadata for every item
docs/ # extracted markdown/text/code
assets/ # downloaded diagrams, PDFs, images
screenshots/ # only when visuals matter
Item Metadata
Every entry in index.json must include:
sourceUrl- canonical URL of the pagecapturedAt- ISO 8601 timestamp of capturetitleanditemType(doc | code | diagram | release-note)filePath- local path where the content was saved
Screenshot Policy
Capture screenshots ONLY when they add information beyond the text:
- Good: visual layouts, rendered diagrams, UI states, charts
- Avoid: plain prose or code blocks (extract text instead)
- Use descriptive names:
<topic>-<slug>-<sequence>.png
Searchability Rules
- Keep
index.jsonkeys stable across topics for easy aggregation - Prefer extracted text over images so content stays grep-able
- Never silently overwrite an item - append a new versioned entry
Output
{
"topic": "auth-patterns",
"items": [
{
"sourceUrl": "https://example.com/docs/oauth",
"capturedAt": "2026-08-23T10:15:00Z",
"title": "OAuth 2.0 flow overview",
"itemType": "doc",
"filePath": "evidence-library/auth-patterns/docs/oauth-overview.md",
"screenshot": null
}
]
}
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.
- 8d ago First seen · 108 lines · 32 tokens per session scan A 4e3ba2c6cd17
research-and-source-capture is a skill published in the GitHub repository Akakaui/visual-browser-agent (0 stars, last pushed 14d ago), licensed MIT. It adds 32 tokens to every session and 809 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…
chronicle
Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…