Persists validated claims and failed assumptions into a domain-specific knowledge base.
npx skills add https://github.com/RyanDev1st/FORGER --skill forger-retain
Please help me install this Agent Skill. Skill: forger-retain Source: https://github.com/RyanDev1st/FORGER/tree/main/skills/forger/phases/retain Command: npx skills add https://github.com/RyanDev1st/FORGER --skill forger-retain
This Skill solves the problem of knowledge loss and hallucination in AI agents by ensuring that only verified, tested, and successful outcomes are persisted to a domain-specific knowledge base.
Invoke the forger-retain skill to finalize the current workspace and update the domain knowledge base with all validated findings.
High-intent search queries and answers about installing and using this skill.
To persist validated knowledge into a knowledge base, this Skill merges proven claims and failed assumptions into a domain-specific ledger. It requires workspace artifacts and telemetry data to perform atomic updates after task completion.
Preventing AI agent hallucination requires persisting only verified, tested, and successful outcomes into a domain knowledge base. This ensures future task cycles rely on grounded information rather than untested assumptions.
Enabling agent self-evolution involves tracking task success streaks to unlock shortcut eligibility. This allows future automation pipeline tasks to bypass redundant search phases by referencing retained knowledge.
Yes, knowledge persistence requires access to workspace artifacts, telemetry data, and the domain-specific knowledge ledger. These components are necessary to validate findings and perform atomic updates.
You need to finalize your workspace and update the domain knowledge base after a task is completed. This operates as the final phase of the FORGER pipeline to ensure only grounded information is retained.
xiaoyu-opsMap validated research claims, figures, and references into a LaTeX workspace.
QuintenpsEnforce reviewer lockout and reassign rejected artifacts to new agents.
RyanDev1stGenerate tiered ideas by recombining verified mechanisms from the FORGER pipeline.
bordenetRetrieve external knowledge via Perplexity after failed attempts.
