Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Parallel - Web Research API · gooseworks-ai | DecimalAI

researchby gooseworks-ai

Parallel - Web Research API

gooseworks-ai/web-research-parallel

Source gooseworks-ai/goose-skills ↗License MIT

Web research API with OpenAI-compatible chat completions and async tasks

SkillScore64Maintained

Automatic

Research pack

Last verified 8/16/2026

What it changes

Passed 9 of 14 test cases with the skill, and 3 of 14 without it.

Without skill18%

With skill64%

Checks it passed that the model alone missed

Sets path to /v1beta/extract.
Sets path to /chat/completions.
Identifies the header name parallel-beta.

and 17 more in the full report

10 fixed4 passed either way8 still failing0 broke

Pass-rate lift: +45 pp
Tokens: +191%
Agent turns: 0%
Response time: -48%

Model gemini-3.6-flashMeasured 8/16/2026v114 of 22 cases passed with skill · 14 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-web-research-parallel/SKILL.md https://app.decimal.ai/s/gooseworks-ai-web-research-parallel/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-web-research-parallel, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gooseworks-ai-web-research-parallel/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-web-research-parallel

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-web-research-parallel/SKILL.md https://app.decimal.ai/s/gooseworks-ai-web-research-parallel/SKILL.md

Raw file: /s/gooseworks-ai-web-research-parallel/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-web-research-parallel.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 10

Prompt

When performing a web search via Parallel through Gooseworks proxy, what header name must be passed to access search functionality?

What was checked, without and with the skill
Checked	Without skill	With skill
Identifies the header name parallel-beta.	Missed	Passed

case-21 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md236 linessingle file

Parallel - Web Research API

Setup

Read your credentials from ~/.gooseworks/credentials.json:

export GOOSEWORKS_API_KEY=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json'))['api_key'])")
export GOOSEWORKS_API_BASE=$(python3 -c "import json;print(json.load(open('$HOME/.gooseworks/credentials.json')).get('api_base','https://api.gooseworks.ai'))")

If ~/.gooseworks/credentials.json does not exist, tell the user to run: npx gooseworks login

All endpoints use Bearer auth: -H "Authorization: Bearer $GOOSEWORKS_API_KEY"

Web research API that returns OpenAI ChatCompletions-compatible responses.

Capabilities

Retrieve FindAll Run Status: Retrieve a FindAll run (free)
FindAll Run Result: Retrieve the FindAll run result at the time of the request (free)
Cancel FindAll Run: Cancel a FindAll run (free)
Retrieve Task Run Input: Retrieves the input of a run by run_id (free)
Retrieve Task Run: Retrieves run status by run_id (free)
Ingest FindAll Run: Transforms a natural language search objective into a structured FindAll spec
Retrieve Task Run Result: Retrieves a run result by run_id, blocking until the run is completed (free)
Create FindAll Run: Starts a FindAll run
Search: Searches the web
Chat API: Parallel Chat is a web research API that returns OpenAI ChatCompletions compatible streaming text and JSON
Extract: Extracts relevant content from specific web URLs
Create Task Run: Initiates a task run

Usage

Retrieve FindAll Run Status (free)

Retrieve a FindAll run.

curl -s -X POST $GOOSEWORKS_API_BASE/v1/proxy/orthogonal/run \
  -H "Authorization: Bearer $GOOSEWORKS_API_KEY" \

Track record

Benchmark

9 / 14

test cases passed, vs 3 / 14 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/research-tools/capabilities/web-research-parallel/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Parallel - Web Research API

Setup

Capabilities

Usage

Retrieve FindAll Run Status (free)

Track record

Benchmark

Adoption

SkillSafety

Source

Related skills