multi-source-search SKILL.md skillA
multi-source-search from aisa-team/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aisa-team/agent-skills/multi-source-search@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aisa-team/agent-skills
- Path
search-research/multi-source-search/SKILL.md- Versions recorded
- 5
- Latest version
- v1.0.1, committed Oct 19, 2026
- First version recorded
- Jul 22, 2026
- Size
- 16,090 bytes
- Repository stars
- 28
- License
- Apache-2.0
Multi-source intelligent search for agents. Retrieval across web, scholar, Tavily, and Perplexity Sonar models.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Multi-source Search <!-- aisa-rules:start --> ## AIsa agent rules (shared) <!-- Generated from _shared/aisa-rules.md by scripts/sync_shared_rules.py. Do not edit this block in place. --> These rules apply to every AIsa-backed skill and are copied from https://aisa.one/llms.txt, the single authoritative agent rule source. When this block and the rest of this skill disagree, follow this block. ### Connect (MCP first) Pick the first option that applies. Run the command yourself; the user only approves the browser sign-in. - **A. Your client supports remote MCP and can open a browser (default).** Add a remote MCP server named `AIsa` with URL `https://mcp.aisa.one/mcp` (Streamable HTTP), using your client's own command or config file. Auth: browser OAuth, no key needed. In a chat app (Claude, ChatGPT), the user adds it as a custom connector in settings. Adding the server does not always start sign-in. If no sign-in window opens, start it from the client's own MCP authentication entry (a menu, command, or connector button); if only the user can reach that entry, tell them where it is. Sign-in is the slow step, not the API. Before it starts, tell the user in one line that an AIsa …
Read the whole file at its exact version.
How to install
mdr add aisa-team/agent-skills/multi-source-search@sha256:eeb194a011447df6The line at the top of this page pins the label v1.0.1, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_n3u5dnmlmgimlwd5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 22, 2026 and Oct 19, 2026, about one every 22 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-10-19 | 16e7943 | 16,090 B | A | view · diff |
| v1.0.1 | 2026-10-19 | 755e456 | 15,085 B | A | view · diff |
| v1.0.1 | 2026-10-19 | 76dfe07 | 15,414 B | A | view · diff |
| v1.0.0 | 2026-10-10 | 828c373 | 9,577 B | A | view · diff |
| git:20260722.0693ae0 | 2026-07-22 | 0693ae0 | 9,558 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (16090 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aisa-team/agent-skills · 28 stars · license Apache-2.0 · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n3u5dnmlmgimlwd5 GET https://markdownregistry.com/api/v1/resolve?ref=aisa-team/agent-skills/multi-source-search GET https://markdownregistry.com/api/v1/blob/eeb194a011447df695ef5b3c9d53e7b16560cfad33a750e10571107a0d4affd2
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from aisa-team/agent-skills
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