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.