jq-json-processor
jq JSON Processor
Process, filter, and transform JSON data with jq.
Quick Examples
Basic filtering
# Extract a field
echo '{"name":"Alice","age":30}' | jq '.name'
# Output: "Alice"
# Multiple fields
echo '{"name":"Alice","age":30}' | jq '{name: .name, age: .age}'
# Array indexing
echo '[1,2,3,4,5]' | jq '.[2]'
# Output: 3
Working with arrays
# Map over array
echo '[{"name":"Alice"},{"name":"Bob"}]' | jq '.[].name'
# Output: "Alice" "Bob"
# Filter array
echo '[1,2,3,4,5]' | jq 'map(select(. > 2))'
# Output: [3,4,5]
# Length
echo '[1,2,3]' | jq 'length'
# Output: 3
Common operations
# Pretty print JSON
cat file.json | jq '.'
# Compact output
cat file.json | jq -c '.'
# Raw output (no quotes)
echo '{"name":"Alice"}' | jq -r '.name'
# Output: Alice
# Sort keys
echo '{"z":1,"a":2}' | jq -S '.'
Advanced filtering
# Select with conditions
jq '[.[] | select(.age > 25)]' people.json
# Group by
jq 'group_by(.category)' items.json
# Reduce
echo '[1,2,3,4,5]' | jq 'reduce .[] as $item (0; . + $item)'
# Output: 15
Working with files
# Read from file
jq '.users[0].name' users.json
# Multiple files
jq -s '.[0] * .[1]' file1.json file2.json
# Modify and save
jq '.version = "2.0"' package.json > package.json.tmp && mv package.json.tmp package.json
Common Use Cases
Extract specific fields from API response:
curl -s https://api.github.com/users/octocat | jq '{name: .name, repos: .public_repos, followers: .followers}'
Convert CSV-like data:
jq -r '.[] | [.name, .email, .age] | @csv' users.json
Debug API responses:
curl -s https://api.example.com/data | jq '.'
Tips
- Use
-rfor raw string output (removes quotes) - Use
-cfor compact output (single line) - Use
-Sto sort object keys - Use
--arg name valueto pass variables - Pipe multiple jq operations:
jq '.a' | jq '.b'
Documentation
Full manual: https://jqlang.github.io/jq/manual/ Interactive tutorial: https://jqplay.org/
More from thinkfleetai/thinkfleet-engine
local-whisper
Local speech-to-text using OpenAI Whisper. Runs fully offline after model download. High quality transcription with multiple model sizes.
149flyio-cli-public
Use the Fly.io flyctl CLI for deploying and operating apps on Fly.io: deploys (local or remote builder), viewing status/logs, SSH/console, secrets/config, scaling, machines, volumes, and Fly Postgres (create/attach/manage databases). Use when asked to deploy to Fly.io, debug fly deploy/build/runtime failures, set up GitHub Actions deploys/previews, or safely manage Fly apps and Postgres.
24kagi-search
Web search using Kagi Search API. Use when you need to search the web for current information, facts, or references. Requires KAGI_API_KEY in the environment.
22feishu-bridge
Connect a Feishu (Lark) bot to ThinkFleet via WebSocket long-connection. No public server, domain, or ngrok required. Use when setting up Feishu/Lark as a messaging channel, troubleshooting the Feishu bridge, or managing the bridge service (start/stop/logs). Covers bot creation on Feishu Open Platform, credential setup, bridge startup, macOS launchd auto-restart, and group chat behavior tuning.
13bambu-local
Control Bambu Lab 3D printers locally via MQTT (no cloud). Supports A1, A1 Mini, P1P, P1S, X1C.
10voice-transcribe
Transcribe audio files using OpenAI's gpt-4o-mini-transcribe model with vocabulary hints and text replacements. Requires uv (https://docs.astral.sh/uv/).
10