Use when you have a GitHub Issue number or link and want it resolved end-to-end — reads the issue, locates the bug, applies a fix, writes…
Render token and wall-time rollups from `.agentic/events.jsonl`.
For DSA — Art. 40 Access to research data: defines standard, burden of proof and counter-argument; result: test product with risk and next…
For DSA — VLOP/VLOSE classification and obligations: defines standard, burden of proof and counterargument; result: test product with risk…
Scaffolds, builds, and releases DeepSeek Harness (DSH) Web plugins with full Cordis runtime, RPC channel, and GUI support.
Use whenever `harness-eng` is writing a DSH plugin's own TypeScript — deciding whether it's a tool, hook, UI/slot…
Generate compilers and interpreters for domain-specific languages
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and agents with DSPy…
Build type-safe LLM applications with DSPy.rb — Ruby's programmatic prompt framework with signatures, modules, agents, and optimization.
Read Don't Starve Together base-game scripts, this mod's files, and animation resource references when implementing or verifying DST APIs…
Translates natural language computer vision requirements into structured video recognition algorithm configurations for AI vision platforms.
Use when the user asks to filter, query, search, or extract specific rows or columns from a tabular data file (CSV, TSV, Parquet, Arrow…
Generates DTO (Data Transfer Object) for PHP 8.4.
Every Dub feature, plus offline search, agent-native output, and a local SQLite store no other Dub tool has.
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts.
DuckDB file discovery agent with verified absolute paths
Pre-build session with the rubber duck — runs BEFORE implementation, covering both a pre-coding design sketch and plan/spec review.
MUST use when writing DuckDB queries.
Run SQL queries against the attached DuckDB database or ad-hoc against files.
H3 hexagonal indexing, PostGIS-compatible spatial queries, and geographic analysis with GF(3) coloring.
Layer 3: Temporal Versioning and ACSet Schema Generation for DuckDB