Workbench — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Workbench (Agent Skill) and scored it 96/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 1 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 1 flagged
The text {match} tells the agent to skip the normal "ask the user first" gate. Used adversarially it removes the human-in-the-loop check before destructive or sensitive actions, turning a normally-gated agent into a fire-and-forget executor.
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
This repo is the persistent memory layer for all active projects owned by Steven Wazlavek (@theRealDataBoss). Any AI session reads this repo at the start and has full context. No chat history needed. No zip files. No manual re-explanation.
Paste this into any new AI chat, replacing [project-name]:
"Read https://raw.githubusercontent.com/TheRealDataBoss/contextkeeper/main/BOOTSTRAP.md and continue [project-name]"
The AI fetches PROFILE.md + projects/[project]/HANDOFF.md + projects/[project]/STATE_VECTOR.json and is fully loaded in under 60 seconds.
| Path | Purpose |
|---|---|
| PROFILE.md | Steven's identity, stack, and all standards |
| BOOTSTRAP.md | Universal session bootstrap protocol for any AI |
| projects/[name]/ | One folder per project — HANDOFF.md + STATE_VECTOR.json |
| standards/ | Authoritative CODE, VIZ, and MODELING standards |
| scripts/ | workbench_push.ps1 — end-of-session auto-sync |
| Project | Type | Status |
|---|---|---|
| 3dpie | React/Three.js | EXECUTING TASK-0029 |
| portfolio-django | Django 5 | IDLE |
| mit-modules | Research Notebooks | IDLE |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.