Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/mr-kelly/skillsnpx agentmods add skills/mr-kelly/skills/kelly-radarWrote 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/mr-kelly/skills/kelly-radar)<a href="https://agentmods.dev/skills/mr-kelly/skills/kelly-radar"><img src="https://agentmods.dev/badge/skills/mr-kelly/skills/kelly-radar/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/mr-kelly/skills/kelly-radar"><img src="https://agentmods.dev/badge/skills/mr-kelly/skills/kelly-radar.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 | $0.00124 | $0.03591 |
| Opus 5 | $0.00062 | $0.01795 |
| Sonnet 5 | $0.00025 | $0.00718 |
| Haiku 4.5 | $0.00012 | $0.00359 |
Grade A, and why
kelly-radar 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 9d 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 — 238 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Kelly Radar
App UI Screenshots
Overview
Use this skill as Kelly's market-intelligence desk. One Busabase-backed App-in-Skill merges three complementary functions that share a snapshot, a watchlist, and the review model:
- Radar (passive monitoring): the agent periodically checks a watchlist
of competitors and market sources — pricing pages, changelogs, landing
pages (diffs), Product Hunt category launches, competitor app-store/G2
reviews, funding/hiring news — and files normalized signals with change
highlights via
scripts/ingest_signals.mjs. Kelly triages each signal in the app: act / watch / ignore / needs info. - Research (active deep dives): Kelly queues research questions; the
agent drafts a research brief (scope, sources, expected depth) for
approval, then runs deep multi-source research and files a cited report
via
scripts/file_report.mjs. Kelly reads, annotates, rates confidence, and asks follow-ups in the app. - Trends (demand signals): keyword/topic trend movers — rising search
queries, community topic volume, category interest — collected by the
agent (optionally cross-read from a kelly-seo snapshot) and filed via
scripts/ingest_trends.mjs, turned into opportunity cards Kelly approves or ignores.
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.
- agents/openai.yaml 230 B
- assets/screenshots/overview-zh-CN.webp 130 B
- assets/screenshots/overview.webp 130 B
- assets/screenshots/research-zh-CN.webp 130 B
- assets/screenshots/research.webp 130 B
- assets/screenshots/signals-zh-CN.webp 131 B
- assets/screenshots/signals.webp 131 B
- assets/screenshots/thumbs/overview-zh-CN.webp 130 B
- assets/screenshots/thumbs/overview.webp 130 B
- assets/screenshots/thumbs/research-zh-CN.webp 130 B
- assets/screenshots/thumbs/research.webp 130 B
- assets/screenshots/thumbs/signals-zh-CN.webp 130 B
- assets/screenshots/thumbs/signals.webp 130 B
- assets/screenshots/thumbs/trends-zh-CN.webp 130 B
- assets/screenshots/thumbs/trends.webp 130 B
- assets/screenshots/thumbs/watchlist-zh-CN.webp 130 B
- assets/screenshots/thumbs/watchlist.webp 130 B
- assets/screenshots/trends-zh-CN.webp 130 B
- assets/screenshots/trends.webp 130 B
- assets/screenshots/watchlist-zh-CN.webp 130 B
- assets/screenshots/watchlist.webp 130 B
- busabase.json 927 B
- content/_folder.json 173 B
- content/briefs/base.json 2.0 KB
- content/kelly-radar-app/_node.json 193 B
- content/kelly-radar-app/.busabaseignore 194 B
- content/kelly-radar-app/app/accent-theme.css 8.0 KB
- content/kelly-radar-app/app/accent-theme.js 7.3 KB runs code
- content/kelly-radar-app/app/app.js 28 KB runs code
- content/kelly-radar-app/app/base-ui.css 13 KB
- content/kelly-radar-app/app/demo-visuals.css 1.6 KB
- content/kelly-radar-app/app/demo-visuals.js 3.3 KB runs code
- content/kelly-radar-app/app/i18n/messages.js 9.3 KB runs code
- content/kelly-radar-app/app/index.html 4.4 KB
- content/kelly-radar-app/app/js/busabase-client.js 226 B runs code
- content/kelly-radar-app/app/js/config.js 10 KB runs code
- content/kelly-radar-app/app/js/connect-gate.js 1.6 KB runs code
- content/kelly-radar-app/app/js/demo-visuals-data.js 9.1 KB runs code
- content/kelly-radar-app/app/js/pagination.js 4.6 KB runs code
- content/kelly-radar-app/app/js/providers/busabase-provider.js 13 KB runs code
- content/kelly-radar-app/app/js/providers/demo-provider.js 37 KB runs code
- content/kelly-radar-app/app/js/providers/index.js 270 B runs code
- content/kelly-radar-app/app/js/radar-model.js 14 KB runs code
- content/kelly-radar-app/app/js/research-views.js 17 KB runs code
- content/kelly-radar-app/app/js/runtime.js 3.4 KB runs code
- content/kelly-radar-app/app/styles.css 22 KB
- content/kelly-radar-app/app/vendor/busabase-airapp-gate.css 6.1 KB
- content/kelly-radar-app/app/vendor/busabase-airapp-gate.js 11 KB runs code
- content/kelly-radar-app/app/vendor/busabase-airapp.js 552 KB runs code
- content/kelly-radar-app/app/vendor/busabase-sdk.js 787 KB runs code
- content/kelly-radar-app/package.json 1.0 KB
- content/kelly-radar-app/pnpm-lock.yaml 5.2 KB
- content/kelly-radar-app/pnpm-workspace.yaml 50 B
- content/kelly-radar-app/scripts/check.mjs 4.2 KB runs code
- content/kelly-radar-app/server.js 3.1 KB runs code
- content/kelly-radar-app/test/radar-model.test.mjs 7.6 KB runs code
- content/movers/base.json 1.6 KB
- content/opportunities/base.json 1.8 KB
- content/questions/base.json 1.7 KB
- content/reports/base.json 1.7 KB
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.
- 9d ago First seen · 238 lines · 124 tokens per session scan A b96f81af5a49
kelly-radar is a skill published in the GitHub repository mr-kelly/skills (5 stars, last pushed yesterday), licensed MIT. It adds 124 tokens to every session and 3,591 once invoked, about $0.0006 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 2026-09-03.
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