Host Operations
codexDiagnose GPU ownership and credential-loading boundaries without exposing secrets or making unreviewed host changes.
2 skills
0
codex
Session Improvement Loop
Research uncertain decisions and local inference candidates, and independently validate reusable workflow improvements.
Plugin session-improvement-loop in fakoli/agent-plugins. Commands read from the repo's manifest — today.
What it installs
Skills (4)
local-inference-researchResearch local inference models, runtimes, quantization, and agent harnesses against the user's hardware and workloads. Reuse a project's model decision tracker for repeated comparisons and refresh changed evidence. Produces cited research, not deployment or model qualification.
research-synthesisMake an evidence-backed decision from bounded independent research. Use when a material technical, product, operational, or implementation choice remains unresolved and independent answers could change the next action; do not use for routine lookups or an established single-setting remedy.
review-session-improvementsReview recent Codex or Claude session logs for recurring token waste, accuracy failures, slow manual work, and user-experience friction; then propose, create, or update only evidence-backed skills and plugins. Use for daily session reviews, cross-session improvement audits, proactive skill discovery
skill-improvementImprove an agent skill from observed evidence using a frozen baseline, matched controls, independent judgment, and holdout cases. Use at a campaign boundary or after a material process failure; do not use for speculative rewrites or account-wide memory changes.
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