Guidance for editing documentation under docs/. - State backward compatibility explicitly when documenting rule/schema changes: existing Kingfisher YAML and Betterleaks TOML rules must work without edits. New HTTP fallback execution uses --fallbacks; both primary-reuse booleans default to false. Reusing validation does not imply revocation reuse. Explain explicit revocation URL replacement and no mutation failover. - Document CLI revoke --fallbacks as validate-to-select followed by one action, without manual VALIDATION_* variables. Distinguish SDK snapshot-based revocation and unchanged direct-primary defaults.
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Applies to this directory, including main.go, generated reports, and README.md. - Keep main.go as the only Go source file in this directory. It contains the executable benchmark harness and chart generation. Do not add a separate main_test.go or alternate Go implementation. - Build from this directory with go build -o benchmark main.go, and run the resulting executable with the required benchmark options. Check compilation and use targeted benchmark runs to validate changes. - Use a detection-only run of Kingfisher, TruffleHog,…
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Use Kingfisher with LLMs and AI agents. TOON output format for token-efficient scanning, prompt redaction, and structured output for automated workflows.
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Guidance for editing the local report viewer under docs/viewer/. Concise rules for building accessible, fast, delightful UIs. Use MUST/SHOULD/NEVER to guide decisions.
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Guidance for extending and maintaining the JavaScript/TypeScript SDK. - Applies to javascript/. Follow the repository guidance and consult this guide for Node-facing changes in the Node-API bridge or shared Rust crates; those crates retain their own applicable instructions. - The npm package is kingfisher-secret-scanner. It calls the shared kingfisher-core, kingfisher-rules, and kingfisher-scanner crates in process through napi-rs/Node-API, not through Python or a CLI subprocess. - Keep the pipeline composable: Rule loading configures these stages. Revocation is a separate, explicitly authorized…
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Guidance for extending and maintaining the Python SDK. - Applies to python/, including the public package, tests, and examples. Follow the repository guidance and any deeper instructions as well. - The native bindings guidance incorporates these principles for the Rust bridge. Consult this guide when shared Rust changes affect Python behavior; shared crates retain their own instructions. - Keep the SDK composable, predictable, and suitable for embedding. Users should be able to supply their own inputs and choose capabilities independently.…
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This document provides essential information for AI coding agents working in the PartyServer monorepo. PartyServer is a monorepo using npm workspaces with multiple packages:
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This project uses pnpm as its package manager. Always use pnpm for all package operations: Never use npm or yarn for this project. When working on this project, always follow…
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AI agent skills for NVIDIA Earth2Studio weather and climate inference library. Skills live in skills/ (repo root) and coding rules live in .agents/rules/. Skills are task-specific guides for building inference pipelines, integrating data sources, wrapping models, and managing releases. Before implementing any new model, data source, or running inference, check if a matching skill exists and activate it first. Skills contain tested workflows, templates, and validation steps that ensure correct implementation. To activate a skill: If the user asks to…
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Instructions for AI coding agents working in this repository. This file is the source of truth; tool-specific files (e.g. CLAUDE.md) should only import it. bson is the BSON codec library for JavaScript (Node.js and browser), implementing the BSON specification. It provides BSON type classes, serialization/deserialization to and from BSON bytes, and Extended JSON (EJSON) support. It is the codec used by the node-mongodb-native driver, and also a standalone library external users depend on. All benchmark runs first measure a CPU…
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This file is the stable, repository-wide contract for engineering agents. Detailed procedures belong in .github/skills/, and file-specific rules belong in .github/instructions/. Product documentation lives in the central AI Landing Zones documentation site. Follow, in this order: 1. Security, privacy, authorization, and platform instructions. 2. Task requirements and acceptance criteria. 3. Executable configuration and versioned contracts in the repository. 4. .github/copilot-instructions.md, this contract, and applicable scoped instructions. 5. Local conventions observed in the affected code. When information is insufficient, do not…
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API documentation site for Forge OpenAPI specs, built on Astro. Never publish links to Cloudflare-internal systems (anything behind Cloudflare's network or login) in files, commits, branch names, or PR and issue text. Bare ticket IDs (FORGE-1) are fine. A pushed link stays in history even after a later commit removes it: tell the maintainers.
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PostHog.com – Gatsby 4 website with a desktop OS UI paradigm. Pages open as draggable, resizable windows. A more comprehensive detail of the structure of the site is covered in…
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Scope: .github/**. Also follow root instructions. Use conditional cancellation unless the workflow is pull-request-only: Follow CI dependency ordering.
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