# TylerJNewman > Open-source publisher. Listings imported from github.com/TylerJNewman — credited to the original author with their license. - **Listings:** 11 - **Total installs:** 0 - **Profile:** https://agentstack.voostack.com/s/tylerjnewman - **Website:** https://github.com/TylerJNewman ## Published listings - [Frame Loop](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-frame-loop) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-frame-loop` Frame one gated optimization target as a runnable autoresearch loop — the evaluation contract, a frozen harness, a loop mode with stop conditions, and a goal contract the agent cannot redefine. Use when a candidate is green and ready to loop, when scout-targets hands off a target, or when deciding whether a loop is safe to run overnight. - [Daily Codex Audit](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-daily-codex-audit) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-daily-codex-audit` Review recent Codex/agent work from receipts and produce a daily audit: what failed, what worked, what evidence supports it, and which process changes remain candidates. Use for daily or retro review of Codex sessions, logs, notes, tests, diffs, and local receipts. Do not use for greenfield loop design, automation authoring, or multi-day process promotion. - [Gates](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-gates) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-gates` Gate an optimization target against the seven properties that decide whether it is autoresearch-shaped — automatable, cheap, quiet, bounded, causal, un-gameable, navigable — plus a Goodhart pre-mortem. Use whenever scout-targets or frame-loop must check a target, or when the user asks whether something is worth optimizing with an automated loop, is autoresearch-shaped, or has an honest metric. Re… - [Design Deep Interfaces](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-design-deep-interfaces) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-design-deep-interfaces` Deepen human-facing interfaces by reducing decision load while preserving operational truth, control, and recovery. Use when designing or reviewing web/HTML, CLI, forms, dashboards, workflows, or conversational interfaces; or when improving defaults, disclosure, attention, accessibility, and safety. - [Johnny Decimal](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-johnny-decimal) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-johnny-decimal` Organize files, notes, projects, or any information with Johnny.Decimal (areas to categories to AC.ID, plus an index). Use when the user wants to design an organization system for folders or notes, asks where a file or item should be saved, needs a new ID or index (JDex) entry, asks to tidy or audit a messy folder tree, or has outgrown a system with more than 10 of something, needs more depth, or… - [Action Preserving Compression](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-action-preserving-compression) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-action-preserving-compression` Turn tacit experience into the coarsest heuristic that preserves competent action. Use when distilling conversations, transcripts, audits, examples, failures, or recurring decisions into handles; finding counterexamples; splitting overbroad heuristics; reviewing heuristic drift; or updating the heuristic catalog. - [Distill Law](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-distill-law) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-distill-law` Distill a system into a falsifiable law: one boundary, one conserved quantity, one probe, and one forced decision. - [Write Laws](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-write-laws) — Skill · Free — `agentstack add skill-tylerjnewman-skills-write-laws` Write falsifiable laws into the Basic Memory law project. Use when Codex needs to create, update, or teach law notes/lenses/coding principles in the law memory project, especially from transcripts, Oracle reviews, distill-law outputs, source documents, or conversation receipts; requires provenance, original source paths, source anchors, examples, index.md updates, and append-only log.md entries. - [Grug](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-grug) — Skill · Free — `agentstack add skill-tylerjnewman-skills-grug` > - [Judge Panel](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-judge-panel) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-judge-panel` Build and calibrate a multi-judge evaluator, then prove it agrees with held-out human labels before trusting it as a JUDGE. Use when an optimization target needs human-like judgment, when promoting an amber candidate toward a loop, or when another skill needs a trusted scoring panel. - [Scout Targets](https://agentstack.voostack.com/l/skill-tylerjnewman-skills-scout-targets) — Skill · Free · security-reviewed — `agentstack add skill-tylerjnewman-skills-scout-targets` Scout a codebase and work logs for autoresearch targets — places where a cheap, hard-to-game objective metric makes an automated optimization loop worth running. Use when the user wants to find where to apply autoresearch, nominate metric candidates, audit what is worth optimizing, or hunt optimization opportunities. Reach for it when another skill needs a ranked target ledger. --- Seller on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Install any with `agentstack add `.