molten-search

Molten Search

Router only. Classify the query, name the route in one sentence, then hand off. Do not invent a search workflow of your own.

Operating Rules

1. Honor an explicit backend name over inference.
2. Pick one primary route. Add a second only when the user clearly needs two kinds of evidence (for example recent social sentiment and a cited web brief).
3. After routing, read the target SKILL.md and follow it. Do not summarize or improvise last30days, agent-reach, or parallel-web-search.
4. Local codebase lookup is not this skill. Use Grep, Glob, and Read instead.
5. Do not post, comment, like, or otherwise write to platforms. Agent-reach is fetch-only here.

Routes

Route	When	How
cursor	Quick facts, definitions, docs, a specific public URL, "just search it", simple current-event lookup	Cursor WebSearch / WebFetch. No extra skill file.
last30days	What people are saying recently: last 30 days, sentiment, Reddit / X / YouTube / TikTok / HN pulse, "what's the reaction"	Read and follow the last30days skill
agent-reach	A named platform, a platform URL, Chinese-web / all-web research, GitHub code search, YouTube/Bilibili transcripts, RSS, LinkedIn	Read and follow the agent-reach skill
parallel	Broader web research that needs current sources and citations; default when the query is research-shaped but not social-recency or platform-specific	Read and follow the parallel-web-search skill

Classification

Apply in this order. Stop at the first match.

1. Explicit override

User named a backend or close synonym:

• cursor, websearch, just google, quick search → cursor
• last30days, last 30 days, what people are saying, recent discussion → last30days
• agent-reach, agent reach, or a platform from its list (Xiaohongshu/xhs, Twitter/X, Bilibili/bilibili, Reddit, Facebook, Instagram, V2EX, LinkedIn, YouTube, GitHub code search, Xiaoyuzhou, Xueqiu) → agent-reach
• parallel, parallel-cli, parallel web search → parallel

2. Intent

last30days if the goal is recent community evidence: reaction, sentiment, discourse, "what are people saying", last month / last 30 days, social-platform pulse across Reddit/X/YouTube/TikTok/HN.

agent-reach if the goal is a specific platform or URL (including research/all-web research and the platforms in that skill's description). Prefer this over last30days when they name one platform rather than a 30-day multi-source pulse.

cursor if the goal is cheap and fast: a fact, a definition, official docs, "what is X", "open this URL", a yes/no current check.

parallel for everything else that still needs the live web: compare tools, market/context brief, "research X", current info with citations, multi-source synthesis that is not a 30-day social pulse.

3. Default

If still ambiguous, use parallel.

Handoff

1. State the route: Routing to last30days (or cursor / agent-reach / parallel).
2. cursor: run WebSearch and/or WebFetch. Cite sources. Stop.
3. last30days / agent-reach / parallel: Resolve that skill's SKILL.md, read it immediately, then execute it as if the user had invoked it directly. Pass the user's query through unchanged unless the target skill requires a rewritten objective.

If parallel-cli is missing when the parallel route is chosen, resolve parallel-cli-setup and follow it, then continue.

Deep / exhaustive / comprehensive report requests are not parallel-web-search. Resolve and follow parallel-deep-research instead.

Resolve a backend skill

Look for <name>/SKILL.md in this order and use the first hit:

1. .agents/skills/<name>/
2. .cursor/skills/<name>/
3. .claude/skills/<name>/
4. skills/<name>/
5. ~/.agents/skills/<name>/
6. ~/.cursor/skills/<name>/
7. ~/.claude/skills/<name>/
8. ~/.codex/skills/<name>/

If the chosen backend is not installed, say so, keep the cursor route as a fallback for simple lookups, and tell the user how to install the missing skill (last30days, agent-reach, or parallel-web-search). Do not improvise that backend's workflow.

Examples

User	Route
"What is Zod?"	cursor
"Look up the Next.js caching docs"	cursor
"What's the reaction to the Claude release in the last 30 days?"	last30days
"What are people saying about Cursor vs Claude Code?"	last30days
"Search Twitter for comments on the GPT-5 launch"	agent-reach
"Help me research how people on Xiaohongshu evaluate this product"	agent-reach
"Search GitHub for repos that do local-first sync"	agent-reach
"Research current AI video tools and cite sources"	parallel
"Compare v0, Bolt, and Lovable for shipping Next apps"	parallel
"last30days nvidia earnings reaction"	last30days (explicit)
"Just google the release date, don't do a whole research pass"	cursor (explicit)