compression instructions

headroomlabs-ai/headroom

Instructions file GitHub Copilot

Copilot instructions for headroomlabs-ai/headroom: When performing a pull request review in this repository.

deepspeedai/DeepSpeed

Instructions file CodexOpenCode

AGENTS.md instructions for deepspeedai/DeepSpeed, covering deepspeed project rules, commit & ci requirements, code change discipline, tool caveats and edit tool auto-formatter.

deepspeedai/DeepSpeed

Instructions file

Claude Code instructions for deepspeedai/DeepSpeed, covering deepspeed project rules, commit & ci requirements, code change discipline, tool caveats and edit tool auto-formatter.

ooples/token-optimizer-mcp

Instructions file Gemini CLI

Instructions for ooples/token-optimizer-mcp: This extension adds the token-optimizer MCP server. Its tools cut context/token usage 60–90% via caching, diffing, and compression. Prefer them.

lennney/mcp-slim-guard

Instructions file GitHub Copilot

Instructions for lennney/mcp-slim-guard: AGENTS.md is the source of truth for repository and agent guidance. This file is a short review-focused distillation for Copilot surfaces that do not load the full hierarchy. Update AGENTS.md first when a rule changes.

lennney/mcp-slim-guard

Instructions file CodexOpenCode

Instructions for lennney/mcp-slim-guard, covering slim guard agent contract, scope and source of truth, repository map, product invariants and code style.

lennney/mcp-slim-guard

Instructions file

Instructions for lennney/mcp-slim-guard, a project described as: Context compression for MCP. Same upstream call, exact results recoverable.

diegosouzapw/OmniGlyph

Instructions file CodexOpenCode

Instructions for diegosouzapw/OmniGlyph, covering omniglyph — agent guidelines, project, stack, build / test commands and architecture.

diegosouzapw/OmniGlyph

Instructions file

Instructions for diegosouzapw/OmniGlyph, covering claude.md, quick start, project at a glance, key conventions and running benchmarks.

diegosouzapw/OmniGlyph

Instructions file Gemini CLI

Instructions for diegosouzapw/OmniGlyph, covering omniglyph — guidelines for gemini-based agents, non-negotiables (mirror of agents.md), file placement and validation before you claim done.

mongodb-js/zstd

Instructions file CodexOpenCode

Instructions for mongodb-js/zstd, covering agents.md, project overview, commands, structure and code conventions.

mongodb-js/zstd

Instructions file

Instructions for mongodb-js/zstd, a project described as: A Zstd Compression Library.

snchimata/tokenfold

Instructions file CodexOpenCode

Instructions for snchimata/tokenfold, covering repository guidelines, working principles, repository map, implementation conventions and validation.

Parad0x-Labs/openclaw-skills

Instructions file CodexOpenCode

Instructions for Parad0x-Labs/openclaw-skills, covering liquefy — ai agent interface, one-line setup, what liquefy does, quick commands (copy-paste ready) and compress a directory into a vault.

doublegate/CyberChef-MCP

Instructions file GitHub Copilot

Copilot instructions for doublegate/CyberChef-MCP, covering github copilot custom instructions for cyberchef mcp, quick start for copilot, project overview, key architecture points and core components.

doublegate/CyberChef-MCP

Instructions file GitHub Copilot

Instructions for doublegate/CyberChef-MCP, covering mcp server layer, async boundary, tool generation, transports and conventions.

doublegate/CyberChef-MCP

Instructions file

Claude Code instructions for doublegate/CyberChef-MCP, covering claude.md, project overview, essential commands, setup (required before running locally) and run mcp server.

luizinhoh2o1/ntk

Instructions file

Instructions for luizinhoh2o1/ntk, covering claude.md, project status & community, implementation guide, project-specific rules (.claude/rules/) and project-specific skills (.claude/skills/).

zotoio/CRUX-Compress

Instructions file CodexOpenCode

Instructions for zotoio/CRUX-Compress, covering critical: crux notation, foundational crux rules (must follow), available agents, user input escalation — subagent protocol and repository-internal agents (crux-compress repo only).

Evyasys-Software-Solutions/EvyaGovernance

Instructions file

Instructions for Evyasys-Software-Solutions/EvyaGovernance, covering evyagovernance — claude code project standards, 1. project overview, architecture layers (top to bottom), 2. folder structure and 3. javascript standards.

alibaizhanov/densely

Instructions file

Instructions for alibaizhanov/densely: Behavioral guidelines to reduce common LLM coding mistakes. Merge with project-specific instructions as needed.

memtomem/memtomem-stm

Instructions file

Instructions for memtomem/memtomem-stm, covering claude code notes — memtomem-stm, commands and invariants when editing.

kdpa-llc/mcp-compression-proxy

Instructions file

Instructions for kdpa-llc/mcp-compression-proxy, covering claude.md, what this is, commands, testing and rules learned from real failures here.

munhq/distil

Instructions file

Claude Code instructions for munhq/distil, covering distil — context optimization for llm agents, what this is, consumption modes, architecture and layers (src/layers/).