| name | aisa-search |
| description | Run web, multi-source, or last-30-days research through AIsa. Use when: the user needs search, synthesis, competitor scans, or trend discovery. Supports research-ready outputs and structured retrieval. |
| author | AIsa |
| version | 1.0.0 |
| license | Apache-2.0 |
| user-invocable | true |
| primaryEnv | AISA_API_KEY |
| requires | {"bins":["python3"],"env":["AISA_API_KEY"]} |
| metadata | {"aisa":{"emoji":"🔎","requires":{"bins":"[Truncated]","env":"[Truncated]"},"primaryEnv":"AISA_API_KEY","compatibility":["openclaw","claude-code","hermes"]},"openclaw":{"emoji":"🔎","requires":{"bins":"[Truncated]","env":"[Truncated]"},"primaryEnv":"AISA_API_KEY"}} |
AIsa Search
Run web, multi-source, or last-30-days research through AIsa. Use when: the user needs search, synthesis, competitor scans, or trend discovery. Supports research-ready outputs and structured retrieval.
When to use
- The user needs web, multi-source, or last-30-days research.
- The user wants competitor scans, trend discovery, or structured search output.
- The user wants one skill to cover multiple retrieval surfaces.
High-Intent Workflows
- Search and summarize recent evidence.
- Compare two tools or companies using recent signals.
- Turn multi-source retrieval into a research brief.
Quick Reference
python3 scripts/search_client.py --help
Setup
AISA_API_KEY is required for AIsa-backed API access.- Use repo-relative
scripts/ paths from the shipped package.
- Prefer explicit CLI auth flags when a script exposes them.
Example Requests
- Research OpenAI Agents SDK over the last 30 days
- Compare OpenClaw and Codex using recent public discussion
- Search recent sentiment around a product launch
Guardrails
- Do not present test-only helpers as public features.
- Do not claim sources that were not actually queried.
- If some providers time out, report that honestly.
