STOLZ A.I. v0.19.0
Optional stolz-mcp adds offline catalog auditing, selected tool definitions and a bridge for an existing authorized MCP client.
STOLZ A.I.Release library
Open an edition to see what changed, read its evidence and find the original package.
Optional stolz-mcp adds offline catalog auditing, selected tool definitions and a bridge for an existing authorized MCP client.
Optional stolz-browser guides tab reuse, ownership, sequential lifecycle operations and recovery decisions in Codex Desktop.
Optional stolz-evidence records material actually read, supported findings and open requirements through corrections and handoffs.
Review prompts and untrusted instructions for security risks while preserving the task and existing authorization.
Retain the goal while external work runs, verify its result, and continue the original task.
Published 40 no-retry attempts in 20 matched pairs. Outcomes matched, but every separate cohort used more comparable tokens on the STOLZ route; savings claims remain withheld.
Added reproducible setup with the public stolz-profile CLI: reviewed install and update, doctor diagnostics, team-lock checks, recovery, and verified rollback.
Live evaluation on the installed Codex CLI and model validated predictable skill routing: refined context/reuse triggers, fail-closed scoring, complete public artifacts, and packaged-reference checks.
Aligned five skills with OpenAI's skills and prompts guidance for GPT-6 Astra: known tasks select the right skill, ordinary coding skips STOLZ, and details load on demand.
Expanded real-world testing in Codex CLI: bug fixes, code review, tests, documentation research, multi-step work, and task handoffs.
Added an opt-in local state module for Codex. Context, verified results, and task progress can now survive a restart.
Added installation diagnostics, update previews, and rollback. Updates and removal protect your own project files.
Updated setup guides for Codex, Claude Code, and Qwen Code, with examples for selecting context and reusing verified results.
Added runtime test reports for Claude Code 2.1.251 and Qwen Code 0.22.3, with version tracking to flag results that need rechecking.
Refined the context and task-state skills: track individual code fragments and resume monitoring after a restart without repeated notifications.
Hardened the installation package: refined its file list and verified installation, backup, and recovery of all five skills.
Added tools for measuring agent runs and fixed report verification so it works directly from the installed package.
Published five installable skills on GitHub, with routing tools, open data schemas, and a reproducible example benchmark.