Snap Synapse apps, methods, and developer tools. Built to solve real problems, offered freely.

CAIO Copilot
AI assistant for early-stage CAIO onboarding and rollout planning. Built as a custom GPT.

AIdeation.dev
Generate, refine, and act on your best ideas faster. Available in ChatGPT and Claude.

PrompterKit
Manage Elgato Prompter scripts from CLI or local web GUI. Import, export, rename, reorder, back up, restore.
Methods & Assessments
SNAP Applicability Scale
Score any study's real-world decision weight in 60 seconds. Four-axis framework plus an interactive scorecard.
SNAP Panic Scale
Quick check for how worried you should be about a potential threat.
SNAP Method
Four-part structure for turning messy situations into clear, testable next actions.
Developer Tools & References

Harnessie
Verify agent-written pull requests claim by claim. Runs sandboxed checks, then an independent fresh-context verifier, and fails closed when claims cannot be verified.

AgentLink
One AGENTS.md, every tool. Tiny Go CLI that symlinks your instructions file across every AI coding assistant.

AI Tool Watch
Filter 6+ platforms and 70+ features across categories and pricing tiers. Updated twice a week.

a11y-audit
Portable accessibility-audit skill bundle for Claude Code and Codex.

HardGuard25
Human-friendly unique IDs using a 25-character alphabet that eliminates visual confusion.

Virtual Classroom Watch
Tracking the virtual classroom platform landscape, features, and pricing.
Looking for PAICE measurement tools and open standards? Explore the PAICE portfolio.
Project Write-ups
Canonical articles about these tools. Also published on dev.to and Coderlegion.
- Verify Agent-Written Pull Requests Claim by Claim with Harnessie
Jul 2026
Agent-written PRs claim their own verification. harnessie verify re-tests the claims: sandboxed checks, then a fresh-context model, fail-closed exit code. - SNAP Applicability Scale
Jul 2026
A four-axis signature for labeling how much decision weight a study deserves in your context. Score any study in 60 seconds or less. - I lost all my Prompter scripts on a Friday. By Sunday, I'd built PrompterKit.
Apr 2026
Camera Hub stores your Elgato Prompter scripts in opaque JSON with no export, no backup, and no way to get your words back out. I fixed that. - One AGENTS.md, every tool: how I stopped copy-pasting CLAUDE.md everywhere
Apr 2026
Every AI coding assistant wants its own instruction file at a different path. I forked a tiny Go CLI that fixes it with symlinks — and added detect, scan, auto-hooks, and global-config support. - I built an open spec because every bad 429 was costing me twice
Mar 2026
Your API's rate limit errors are generating more traffic than they prevent. Graceful Boundaries is an open spec that makes every refusal self-explanatory. - EveryAILaw: A Structured Database of AI Compliance Obligations Across Jurisdictions
Mar 2026
Open-source reference tracking AI regulation obligations across 12 regulations and 8 authorities, with a JSON API and MCP server for programmatic access. - Knowledge as Code: A Pattern for Knowledge Bases That Verify Themselves
Mar 2026
Apply software engineering practices to knowledge management: plain text, Git-native, zero-dependency, self-healing through AI verification cascades, multi-output from a single source. - Your site works fine in a browser. AI agents can't use it.
Mar 2026
Most websites silently break when AI agents try to use them. I built a free scanner that shows you exactly where and why. - HardGuard25: A 25-character alphabet for human-readable unique IDs
Mar 2026
An open ID alphabet that removes 11 confusable characters instead of Crockford Base32's 4. JS, Python, and Go. MIT licensed. - Teach Your AI Coding Agent to Run Accessibility Audits
Mar 2026
A reusable agent skill for WCAG 2.1 AA audits using axe-core and Lighthouse. Works with Claude Code, Codex, and other AI agents. - I Wrote a Script to Fix Audible's Unreadable PDF Filenames
Feb 2026
A Python CLI that renames Audible PDF companions from cryptic codes like bk_adbl_022796.pdf to their actual book titles. Three-tier extraction: metadata, text, OCR. - Your AI Agent Skills Have a Version Control Problem
Feb 2026
A meta-skill for tracking agent skill versions across stateless sessions, surfaces, and platforms. Works with Claude, Codex, Gemini CLI, and any agentskills.io-compatible system. - I built an AI tool where nobody — not me, not the cloud provider — can read the conversation
Feb 2026
Most 'privacy-preserving' AI tools ask you to trust a privacy policy. I wanted proof. Here's a TEE-protected model cascade with on-chain attestation, built on NEAR. - I spent years trying to get AI agents to collaborate. Then Opus 4.6 and Codex 5.3 wrote the rules themselves.
Feb 2026
For years I couldn't get AI agents to collaborate without a boss. Then two frontier models wrote their own protocol — using a proto-version of it — across eleven real sessions. - AI Tool Watch: Stop Googling 'Can I Use That AI Feature on the Free Plan'
Jan 2026
A hypeless open-source reference for AI capabilities, pricing tiers, platform support, and availability across ChatGPT, Claude, Gemini, Copilot, Grok, and more. - SNAP Method
Jan 2026
A four-part structure for turning messy situations into clear, testable next actions. - SNAP Panic Scale
Dec 2025
Quick check for change pressure and decision drag. - How Do You Measure Whether Someone Is Actually Good at Working With AI?
Oct 2025
The engineering problem behind measuring human-AI collaboration quality: why quizzes don't work, what behavioral assessment looks like, and how we built an adaptive simulator to measure it.