Search gbrain before external fallback for negation-prose compliance.
npx skills add https://github.com/weiping/gbrain-cn --skill negation-prose
Please help me install this Agent Skill. Skill: negation-prose Source: https://github.com/weiping/gbrain-cn/tree/main/test/fixtures/brain-first-skills/negation-prose Command: npx skills add https://github.com/weiping/gbrain-cn --skill negation-prose
Prevents agents from jumping to external web or fresh research before checking the brain’s existing knowledge, ensuring citations and context stay consistent.
Use the skill to answer a research request by first searching the brain and only falling back to an external source if the brain has no relevant results.
High-intent search queries and answers about installing and using this skill.
To ensure a research workflow checks brain context first, configure the agent to start with gbrain search before any negation reasoning. This enforces brain-reference-first behavior, preventing external web search until existing knowledge is confirmed empty.
When gbrain search returns empty results, the workflow applies a fallback strategy by triggering a fresh retrieval model like perplexity. This ensures the agent can still fetch external data only after internal brain context is fully exhausted.
Body-order compliance checking validates that a reference appearing earlier in the response body is treated as compliant even when negation prose appears afterward. This position-relative logic ensures citations preceding negation statements resolve correctly.
An agent skips existing knowledge and jumps to web search because it lacks a brain-first compliance check. By starting with gbrain search, the workflow forces the agent to resolve existing context before attempting any external research fallback.
You cannot use perplexity as a fallback without checking brain context first. The workflow requires confirming gbrain search returned empty before optionally falling back to a fresh retrieval model, maintaining citation compliance.
tblakex01Install the gbrain CLI, initialize a local brain, and register MCP.
weipingRun Perplexity web searches with brain context to find new developments.
inbrainfunEnforce brain-first lookup before negation-prose mentions in research prompts.
inbrainfunPrioritize internal brain references before falling back to web_search.
