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 jqaisystems/jqai-ai-skills --skill research-brief-curatorgit clone --depth 1 https://github.com/jqaisystems/jqai-ai-skillsWrote 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/jqaisystems/jqai-ai-skills/research-brief-curator)<a href="https://agentmods.dev/skills/jqaisystems/jqai-ai-skills/research-brief-curator"><img src="https://agentmods.dev/badge/skills/jqaisystems/jqai-ai-skills/research-brief-curator/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/jqaisystems/jqai-ai-skills/research-brief-curator"><img src="https://agentmods.dev/badge/skills/jqaisystems/jqai-ai-skills/research-brief-curator.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 | $0.00120 | $0.00777 |
| Opus 5.5 | $0.00048 | $0.00311 |
| Sonnet 5.5 | $0.00024 | $0.00155 |
| Haiku 4.5 | $0.00012 | $0.00078 |
Grade A, and why
research-brief-curator 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 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.
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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Research Brief Curator
Overview
Use this skill to turn public links and approved notes into a short, reviewable research brief. Keep the source trail visible, label each item by visibility, and require human approval before anything is posted, sent, archived publicly, or reused as client-facing material.
Workflow
- Clarify the brief scope: topic, audience, time window, output format, and whether the brief is internal-only, public-ready, client-facing, or draft research.
- Read
references/public-source-boundaries.mdbefore using user-provided links, notes, exports, screenshots, or copied text. - Normalize every item into a simple record: title, source, URL or citation, date, topic, visibility, status, summary, why it matters, and recommended next action.
- Read
references/brief-template.mdbefore drafting the final daily or weekly brief. - Separate records into:
public_ready: safe to summarize with source link after review.needs_review: claims, wording, or source quality need checking.private_research: useful internally but not suitable for public reuse.archive: duplicate, stale, or background material.
- Draft the brief with source-aware language and short decision notes. Do not copy long excerpts from sources.
- End with a safety verdict:
BLOCK,REVIEW, orREADY, plus the remaining manual checks.
Optional Script
Use scripts/build_brief_skeleton.py when the user provides structured JSON records or wants a repeatable Markdown skeleton.
python scripts/build_brief_skeleton.py items.json --title "Weekly AI Research Brief" --date 2026-05-28 --output brief.md
The script does not fetch URLs or publish anything. It only formats provided records and flags suspicious local paths or credential-like terms for review.
Safety Rules
- Use public links, user-approved notes, and fake examples only.
- Do not expose API keys, tokens, cookies, browser profiles, raw prompts, private source lists, logs, account data, dashboards, exports, local paths, client names, or private implementation details.
- Do not summarize paywalled, private, login-only, confidential, or internal-only material for public output unless the user explicitly confirms it is approved.
- Do not present uncertain claims as facts. Mark them
needs_reviewand ask for source verification. - Do not auto-post, auto-send, create public tickets, update a CMS, or push changes. Return a brief and review checklist.
- Keep quotes short and attribute them. Prefer paraphrase and links over copied text.
What ships with it
4 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.
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 · 58 lines · 120 tokens per session scan A 449398dd3f24
research-brief-curator is a skill published in the GitHub repository jqaisystems/jqai-ai-skills (3 stars, last pushed 13d ago), licensed MIT. It adds 120 tokens to every session and 777 once invoked, about $0.0005 per session on Opus 5.5. 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.
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