ktg-one
from GitHub
数据与AI
- 📁 references/
- 📄 .gitignore
- 📄 CHANGELOG.md
- 📄 LICENSE
CONTEXT: Cognitive Order Normalized in Transformer EXtract Truncated. Cross-model context handoff via Progressive Density Layering, MLDoE expert compression, Japanese semantic density, and Negentropic Coherence Lattice validation. Creates portable carry-packets that transfer cognitive state between AI sessions. Use when context reaches 80%, switching models, ending sessions, user says save, quicksave, handoff, transfer, continue later, /qs, /context, or needs session continuity.
- 📁 .github/
- 📁 docs/
- 📁 docs-site/
- 📄 .env.example
- 📄 .gitignore
- 📄 CHANGELOG.md
The user's cross-platform agentic memory — a complete, synthesized picture of who they are, what they're working on, and how they think. Connected to their other AI tools, sessions, and platforms. The memex is already loaded in context and covers identity, active projects, recent sessions, preferences, and communication patterns. Anything about the user — their history, opinions, habits, past decisions, what they were doing last week — is either in the memex already or reachable via syke ask. Write back observations, discoveries, and completions proactively so the next session inherits this one's context.
Create and manage Claude Code sessions via the Cogpit (agent-window) HTTP API running on localhost:19384. Use when an agent needs to spawn a new Claude Code session in a project directory, send messages to existing sessions, stop sessions, list projects, or query active sessions. Triggers on requests like "start a session", "run claude in project X", "send a message to session Y", "list cogpit projects", or any programmatic interaction with the agent-window server.
Use when the user needs persistent project memory across sessions.
- 📄 CHANGELOG.md
- 📄 evals.json
- 📄 MANIFEST.yaml
Version tracking for Agent Skills and their associated files across sessions, surfaces, and platforms. Keeps version identity with the bundle instead of filenames, using internal headers where practical and a manifest everywhere else. Maintains a manifest and changelog that travel with the skill bundle. Use this skill whenever opening, saving, or handing off a skill project that spans multiple sessions. Compatible with the agentskills.io open standard. --- # Skill Provenance ## The Problem This Solves Skill projects move between sessions, surfaces (Chat, IDE, CLI, Cowork), platforms (Claude, Gemini CLI, Codex, Copilot), and local storage (Obsidian, working directories, git repos). Version identity gets lost when it lives only in filenames. A file renamed from `SKILL_v4.md` to `SKILL_v5.md` with no internal record of what changed creates ambiguity that costs real time to resolve.
