grounding plugins

by Microsoft

Create and retrieve from a Foundry IQ knowledge base using File, Azure Blob, or ADLS Gen2, then connect an existing Prompt or Hosted Agent.

by Stuart Kerr

Source-grounded RuvNet knowledge, lifecycle enforcement, and learning for Codex.

by Lauri Gates

Prompt engineering techniques for accurate, grounded Claude responses — anti-hallucination workflow with citation-backed analysis

by Jason Matthew

Turns an intent into a grounded, cited, build-ready ADR (docs/adr/YYYY-MM-DD-<slug>.md) — every claim cited, load-bearing decisions surfaced to the human — then hands it to nightshift:plan's landing step. Front-end for adr → nightshift.

by Stellars Henson

Structured document processing: source grounding (lexical + semantic + NLI entailment), Bayesian calibration, uniformization, PDF manipulation, and validation. Process input documents into verified, quality-controlled outputs.

by Anselm Hahn

Staged reasoning-composition techniques from prompt-engineering theory for complex, ambiguous, or multi-faceted tasks: a Clarify -> Explore -> Decompose -> Execute -> Revise pipeline with code-enforced guarantees.

by studykit

User-configured answer, turn, and plan reviews, glob-based file reviews, and Git diffs in Herdr.

by Shawn

Source-grounded Paper Wiki, Lab idea graph, and incremental coding context for Codex.

by Shawn

Source-grounded Paper Wiki, Lab idea graph, and incremental coding context for research agents.

by Skylar

Code-grounded research workflows: ground in the codebase (or given materials), gather external knowledge, and propose improvements, design briefs, library evaluations, and new ideas. Every claim is cited and tiered; local-first with disclosed, fail-closed egress. It proposes and hands implementation to the other suites. Developer-in-the-loop.

by Skylar

Code-grounded research workflows: ground in the codebase (or given materials), gather external knowledge, and propose improvements, design briefs, library evaluations, and new ideas. Every claim is cited and tiered; local-first with disclosed, fail-closed egress. It proposes and hands implementation to the other suites. Developer-in-the-loop.