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/radar-explore

Discover important work the radar does NOT yet track, by iterating the discovery-venue list in SOURCES.md every run — significance-first: read the top / most-attention items in each venue REGARDLESS of topic, not by searching tracked axes. Surfaces off-axis significance and

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ai-security-research-radar
711 skills

Claude Code

$ npx -y skills add Neetx/ai-security-research-radar --skill radar-explore --agent claude-code

SKILL.md

radar-explore.SKILL.md
name: radar-explore
description: |
  Discover important work the radar does NOT yet track, by iterating the discovery-venue list in SOURCES.md every run — significance-first: read the top / most-attention items in each venue REGARDLESS of topic, not by searching tracked axes. Surfaces off-axis significance and candidate new axes. Use for the daily exploration slot, after the sweeps.

Explore — find what we SHOULD be tracking, not only confirm what we do

The sweeps (`radar-lab-sweep`, `radar-pulse`, `radar-repo-watch`) CHECK known sources for new items on the axes we already track. This skill does the opposite job: it finds work we do NOT yet track but that is important — the candidate next axis, the off-axis result the field is about to care about.

It is list-driven exactly like the lab sweep: the venues live in `SOURCES.md` and you iterate ALL of them. You do not "explore something" by vibe — you execute a list of WHERE new work surfaces. WHAT to look for is never enumerated here (that is the trap that makes the search narrow); WHERE to look is the contract.

Method (significance over topic-match)

1. ITERATE the venues in `SOURCES.md` → "Discovery / exploration venues" (see the list contract there: cross-category attention venues every run; one rotating arXiv category as supplement). For each venue, read its TOP / most-attention items — HF daily papers by upvotes, an arXiv category's newest listing, a trending feed's lead items — REGARDLESS of whether they match a tracked axis. 2. ADVANCE THE WINDOW: read items NEWER than the last time you covered THAT venue (its previous date in `logs/source_rotation.md`); record the range. A venue that returns "same batch already mined" did not advance — move the window forward or take the next venue in rotation. Never re-mine the same listing. 3. Assess each top item on its OWN merits, NOT the trend bar: does it claim to solve a known hard problem, is it highly ranked / from a serious venue, are multiple groups already on it? Significance is topic-agnostic — a result OFF every current axis can still be the most important thing you see today. 4. ROUTE every find per `routines/daily.md` §4 and `radar-ledger-update`: on a tracked axis → evidence; a queue cluster of ≥3 independent groups → a seed trend; else → `observation_queue` (a genuinely significant OFF-axis single artifact still gets queued, marked "significant, off-axis"). A named primary is NEVER left in report prose only. 5. Recurring off-axis significance is a candidate NEW AXIS — propose it at the weekly. The radar's job is to discover what it SHOULD track, not only confirm what it already does.

Venue list

Lives in `SOURCES.md` → "Discovery / exploration venues" (agent-owned: ADD a venue when it repeatedly surfaces significant work, drop dead ones — a new venue goes INTO that list so it is iterated next run, never just into this prose). Cross-category, attention-ranked venues are PRIMARY every run — they show a theme forming across categories that a single arXiv category cannot. Single arXiv categories are a supplementary rotation with an advancing window.

Log

Record in `logs/source_rotation.md` which venues you covered and the date range each run, even when nothing cleared assessment ("explore: <venues>, nothing new"). A venue you skipped is a discovery gap, not a lean pass.

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@neetx
Ships withai-security-research-radar

Autonomous tracker of the offensive AI-security frontier — AI for offense and attacks against AI — for a security researcher; generated from TRENDS.md.

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Questions about radar-explore.

Which coding agents can use radar-explore?
radar-explore installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.