perplexity-search
Skill0 starsChanged 7 months agoMITView on GitHub
Perplexity Sonar search and answer generation through AIsa. Use when the task is specifically to call Perplexity Sonar, Sonar Pro, Sonar Reasoning Pro, or Sonar Deep Research for citation-backed web answers, analytical reasoning, or long-form research reports.
- Reads credentials
- Sends data out
16 other projects use a version of this.
Adopted by
Most recently taken up by
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- MarieLynneBlock/arcanum-artifextheir own version, first seen Nov 1, 2026
- parcadei/Continuous-Claudetheir own version, first seen Oct 17, 2026
- garri333/Skillstheir own version, first seen Oct 11, 2026
- wu-yc/LabClawtheir own version, first seen Oct 8, 2026
- parcadei/Continuous-Claude-v2their own version, first seen Oct 8, 2026
Used with
Projects with it also use ena-database, gwas-database and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
garri333Skillena-database
Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.
Also in 7 projects that use this
garri333Skillgwas-database
Query NHGRI-EBI GWAS Catalog for SNP-trait associations. Search variants by rs ID, disease/trait, gene, retrieve p-values and summary statistics, for genetic epidemiology and polygenic risk scores.
Also in 7 projects that use this
- +10 more from garri333
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- wu-yc/LabClaw★ 1.1ksame name
- LeonChaoX/qinyan-academic-skills★ 910same name
- escapeWu/perplexity-ai★ 168same name
- qinyan-ai/qinyan-academic-skills★ 80same name
- ZanderRuss/obsidian-claude★ 19same name
- MarieLynneBlock/arcanum-artifex★ 4same name
- SELAT-AI/selat-openclaw-skills★ 2same name
6 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
9 rules. 0 are common, 3 are distinctive, and 6 are very specific to this project.
0
Common
Most of the 12 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 19
Use this skill when the user specifically wants Perplexity-powered search and answer generation through AIsa, especially for …
- Very specific: line 43
Use the bundled client at scripts/perplexity_search_client.py
- Very specific: line 47
Use sonar for fast, lightweight answers with citations
- Very specific: line 48
Use sonar-pro for stronger synthesis and comparison tasks
- Very specific: line 49
Use sonar-reasoning-pro for analytical or multi-step reasoning questions
- Very specific: line 50
Use sonar-deep-research for exhaustive reports.
- Distinctive: line 61
Add a system message when you want a more specific output format:
- Distinctive: line 130
If it still times out, narrow the query or retry later
- Very specific: line 131
If the user wants a faster answer, fall back to sonar-pro or sonar-reasoning-pro
“Common” is measured: kept by at least 6 in 10 of the 12 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Perplexity Search
Use this skill when the user specifically wants Perplexity-powered search and answer generation through AIsa, especially for citation-backed web answers, analytical reasoning, or long-form research reports.
This skill covers four AIsa endpoints:
/perplexity/sonar/perplexity/sonar-pro/perplexity/sonar-reasoning-pro/perplexity/sonar-deep-research
Compatibility
Works with any agentskills.io-compatible harness, including:
- Claude Code and Claude
- OpenAI Codex
- Cursor
- Gemini CLI
- OpenCode, Goose, OpenClaw, Hermes
- and other harnesses that implement the Agent Skills specification
Requires Python 3, a POSIX shell, and AISA_API_KEY (available from aisa.one).
Requirements
- Set
AISA_API_KEY - Use the bundled client at
scripts/perplexity_search_client.py
Model Selection
- Use
sonarfor fast, lightweight answers with citations - Use
sonar-profor stronger synthesis and comparison tasks - Use
sonar-reasoning-profor analytical or multi-step reasoning questions - Use
sonar-deep-researchfor exhaustive reports; expect slower responses and occasional timeouts
Python Client
python3 scripts/perplexity_search_client.py sonar --query "What changed in AI this week?"
python3 scripts/perplexity_search_client.py sonar-pro --query "Compare coding agents with citations"
python3 scripts/perplexity_search_client.py sonar-reasoning-pro --query "Analyze whether vertical AI agents can defend against general copilots"
python3 scripts/perplexity_search_client.py sonar-deep-research --query "Create a deep research report on AI coding agents in 2026"Add a system message when you want a more specific output format:
python3 scripts/perplexity_search_client.py sonar-pro \
--query "Map the top coding agent products" \
--system "Respond in markdown with an executive summary first."Curl Examples
Sonar
curl -X POST "https://api.aisa.one/apis/v1/perplexity/sonar" \
-H "Authorization: Bearer $AISA_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "sonar",
"messages": [
{"role": "user", "content": "What changed in the AI agent ecosystem this week?"}
]
}'Sonar Pro
curl -X POST "https://api.aisa.one/apis/v1/perplexity/sonar-pro" \
-H "Authorization: Bearer $AISA_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "sonar-pro",
"messages": [
{"role": "user", "content": "Compare the top coding agents and cite the key differences."}
]
}'Sonar Reasoning Pro
curl -X POST "https://api.aisa.one/apis/v1/perplexity/sonar-reasoning-pro" \
-H "Authorization: Bearer $AISA_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "sonar-reasoning-pro",
"messages": [
{"role": "user", "content": "Analyze whether vertical AI agents can defend against general copilots."}
]
}'Sonar Deep Research
curl -X POST "https://api.aisa.one/apis/v1/perplexity/sonar-deep-research" \
-H "Authorization: Bearer $AISA_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "sonar-deep-research",
"messages": [
{"role": "user", "content": "Create a deep research report on AI coding agents in 2026."}
]
}'Timeout Behavior
sonar-deep-researchuses a longer timeout and automatic retries in the bundled client- If it still times out, narrow the query or retry later
- If the user wants a faster answer, fall back to
sonar-proorsonar-reasoning-pro
References
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