J-Space-Cognition-Suite-V3.7
J-Space Cognition Suite V3.7 - AI cognitive-enhancement Skills based on Anthropic's J-space global workspace research. | 哔哩哔哩：Tiger380 (UID 3494375382321675) — https://space.bilibili.com/3494375382321675
J-Space Cognition Suite V3.7 is a model-agnostic agent skill that enhances AI reasoning, verification, and task recovery through deliberate workspace management. Based on Anthropic's global workspace research, it operates at inference time without changing model weights, organizing an agent's working representations through nine selectively loaded modules. The suite supports short tasks with minimal overhead while providing durable state management for complex, multi-stage work across deep reasoning, long-horizon planning, and tool use scenarios.
Key Features
Use Cases
- 01Long-horizon software development tasks requiring consistent state across multiple files and sessions
- 02Complex debugging workflows that need verification checkpoints and recovery from failed approaches
- 03Multi-stage research and analysis projects with dependent steps and quality gates
- 04Repository audits requiring deep inspection, architecture preservation, and cross-file consistency
- 05Tool-heavy automation tasks that benefit from explicit state tracking and error recovery
- 06Extended reasoning chains where intermediate results must be verified before proceeding
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J-Space-Cognition-Suite-V3.7 — FAQ
What is J-Space Cognition Suite?+
J-Space is an inference-time control system packaged as a cross-platform agent skill that enhances AI reasoning, verification, and recovery through selective workspace management. It operates without changing model weights and works across multiple AI model families.
How do I install J-Space Cognition Suite?+
Clone or download the repository, locate your AI host's user-level Skills directory, copy the complete j-space/ folder into it so SKILL.md is at <skills-directory>/j-space/SKILL.md, then run the verification script with Python 3. Alternatively, ask an AI agent with file access to install it using the provided installation prompt.
Which AI clients and models work with J-Space?+
J-Space is model-agnostic and has been tested across DeepSeek, Qwen, GLM, GPT, and Claude model families. Any environment with a native Skill loader can use it directly; chat or API environments can load SKILL.md as a system instruction with file-retrieval tools.
Do I need API keys or prerequisites to use J-Space?+
No API keys are required. You only need Python 3 to run the integrity verification script and the optional controller. The skill itself operates through your AI host's existing capabilities.
Is J-Space Cognition Suite free to use?+
Yes, J-Space is released under the Apache License 2.0, which permits free use, modification, redistribution, and commercial integration under its notice and patent terms.
What is the difference between fast, full, and loop modes?+
Fast mode handles single-step tasks with no extra overhead, full mode loads one or two relevant modules for multi-step bounded deliverables, and loop mode activates the full ledger system with checkpoints and recovery for complex, persistent work across multiple stages or files.
How do I install J-Space-Cognition-Suite-V3.7?+
Open the source repository on GitHub and follow its README. J-Space-Cognition-Suite-V3.7 is a skill — MCP Agents Market links you directly to the official repo.
Is J-Space-Cognition-Suite-V3.7 free?+
J-Space-Cognition-Suite-V3.7 is an open-source project hosted on GitHub. Check the repository for its license and any usage requirements.