Initializes and updates project-specific AGENTS.md files and concise engineering documentation grounded strictly in repository facts.
Show where you are in the workflow and what to do next — use for progress checks and orientation
Standardizes software project layouts and directory hierarchies across various programming languages and frameworks.
Generating a Word document (.docx) from the documentation-master corpus as a one-off deliverable (snapshot for an audience…
File a librarian query result back into the library as a new page with provenance tracking.
Promotion preflight gate for the agent-skills marketplace.
Camera-and-prompt craft for the video nodes on the Skilyst/Beehive platform — the cross-model structural skeleton, the per-model deltas…
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR…
Use when managing prompts in production at scale: versioning prompts, running A/B tests on prompts, building prompt registries, preventing…
Transform weak prompts into high-performance prompts for OpenAI and Codex workflows by asking targeted clarifying questions, preserving…
Prompt injection detection and prevention for secure LLM applications
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional…
Analyze a draft prompt, critique it, match it to ECC ecosystem components, and output a complete optimized prompt the user can paste and…
Builds or extends the tracked AI-answer prompt set from real buyer evidence, structured by buying-journey stage and proximity to the…
Author, edit, or iterate on prompts in the Phoenix prompt playground, including running experiments over a dataset.
Analyzes AI interaction history to evaluate technical proficiency, prompting patterns, and AI dependency across various coding assistants.
Use when writing, refactoring, or evaluating LLM prompts (system prompts, user prompts, few-shot examples, or tool-call schemas) for agent…
Orchestrates parallel prompt validation for Finesse planning sessions
Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.
Use when designing the proof technique, algorithm, or simulation protocol for an Operations Research (OR) manuscript — choosing the right…
Refactor a completed, research-loop-validated proof closure into a compact, locally checkable proof, minimal derived proof DAG, and…