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Perplexity Rate Limit Handling
Development
Implement Perplexity rate limiting, exponential backoff, and idempotency for API calls.
Read-Only KingbaseES Queries
Data & AI
Queries KingbaseES databases in read-only mode using validated SQL and psycopg2 or ksycopg2. Supports SELECT, SHOW, and custom SQL; blocks writes.
Diagnosing Bugs
Development
Diagnosis loop for hard bugs and performance regressions. Use when the user says 'diagnose'/'debug this', or reports something broken/throwing/failing/slow.
Architecture & Task Breakdown
Development
Design architecture for a requirement and break it into implementable tasks by exploring code and specs.
FOSMVVM Fields Generator
Development
Generate FOSMVVM Fields protocols with validation rules, FormField definitions, and localized messages. Define form contracts once and validate everywhere, ensuring consistent validation across client and server.
Fix Broken Links
Development
Fixes broken links reported by the daily link checker. Triages each link, applies the appropriate fix (alias, redirect, source edit), and opens an auditable PR.
Knowledge Extraction and Routing
Productivity
Captures and routes knowledge at work boundaries. Determines where to store rules and domain insights, writes immediately or queues for later processing.
Shader SDFs
Development
Signed Distance Functions (SDFs) in GLSL - 2D/3D shape primitives, boolean operations, smooth blending, repetition, and raymarching fundamentals. Use when creating procedural shapes, text effects, smooth morphing, or raymarched 3D scenes.
ax CLI: Fetch, Discover, Extract Web Data
Development
Use the ax CLI to fetch URLs, explore pages, and extract structured data from HTML without writing throwaway scripts. Faster than curl for AI agents.
Airbnb Search
Productivity
Search Airbnb listings with prices, ratings, and direct booking links. No user API key required; uses Airbnb's public frontend API.
Dameng Database Read-Only Query
Data & AI
Execute read-only SQL queries against Dameng (DM) databases via validated SQL and dmPython. Supports SELECT, SHOW, DESCRIBE, and custom SQL; blocks write operations.
QA Testing and Bug Fixing
Testing
Systematically QA web apps, fix bugs with atomic commits, and re-verify. Tiers for depth, before/after health scores, ship-readiness summary.