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 AIsa-team/agent-skills --skill multi-source-searchgit clone --depth 1 https://github.com/AIsa-team/agent-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/aisa-team/agent-skills/multi-source-search)<a href="https://agentmods.dev/skills/aisa-team/agent-skills/multi-source-search"><img src="https://agentmods.dev/badge/skills/aisa-team/agent-skills/multi-source-search.svg" alt="Measured on agentmods" 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 | $0.00028 | $0.02539 |
| Opus 5 | $0.00014 | $0.01269 |
| Sonnet 5 | $0.00006 | $0.00508 |
| Haiku 4.5 | $0.00003 | $0.00254 |
Grade A, and why
multi-source-search scanned grade A with 1 finding 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 7d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- curl How it starts
The opening of the file, as written. The whole thing — 293 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Multi-source Search
Intelligent search for autonomous agents, powered by AIsa.
One API key gives you:
- Structured web search
- Scholar search
- Hybrid scholar search
- Tavily search and extraction tools
- Perplexity Sonar answer-generation endpoints with citations
Compatibility
Works with any agentskills.io-compatible harness, including:
- Claude Code and Claude (Anthropic)
- OpenAI Codex
- Cursor
- Gemini CLI (Google)
- OpenCode, Goose, OpenClaw, Hermes
- and any other harness that implements the Agent Skills specification
Requires Python 3, a POSIX shell, and AISA_API_KEY (get one at
aisa.one).
What This Skill Is Best For
Fast web lookup
Search the latest AI infrastructure launches and summarize the top sources.
Scholar-backed research
Find recent papers on multimodal reasoning from 2024 onward.
Citation-rich answers
Use Sonar Pro to answer which open-source agent frameworks are gaining traction and cite sources.
Deep research reports
Use Sonar Deep Research to produce a thorough market map of AI browser agents.
Quick Start
export AISA_API_KEY="your-key"
Search APIs
Web Search
curl -X POST "https://api.aisa.one/apis/v1/scholar/search/web?query=AI+frameworks&max_num_results=10" \
-H "Authorization: Bearer $AISA_API_KEY"
Scholar Search
curl -X POST "https://api.aisa.one/apis/v1/scholar/search/scholar?query=transformer+models&max_num_results=10" \
-H "Authorization: Bearer $AISA_API_KEY"
curl -X POST "https://api.aisa.one/apis/v1/scholar/search/scholar?query=LLM&max_num_results=10&as_ylo=2024&as_yhi=2025" \
-H "Authorization: Bearer $AISA_API_KEY"
Hybrid Scholar Search
curl -X POST "https://api.aisa.one/apis/v1/scholar/search/smart?query=machine+learning+optimization&max_num_results=10" \
-H "Authorization: Bearer $AISA_API_KEY"
What ships with it
2 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.
- 7d ago First seen · 293 lines · 28 tokens per session scan A d846816934c2
multi-source-search is a skill published in the GitHub repository AIsa-team/agent-skills (24 stars, last pushed 24d ago), licensed Apache-2.0. It adds 28 tokens to every session and 2,539 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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