AI-TwinCAT-Skill (Lance0901)FirmwareConfidence: Medium

The MCP bridge reported success with empty content for symbol and multi-path variable reads, and reported code verified when every PLC project was skipped.

Impact Analysis

Persona

Firmware Engineer

Team Size Impact

5x Multiplier

Prototype Delay

3 Days

Est. Annual Cost

$30,000

1 user · 1 month240 min
Rest of team960 min
Rest of year13,200 min

monthly_minutes × 12 × team_multiplier ÷ 60 × $75/hr = $30k/yr

$75/hr assumed rate.

Annual team-minutes decomposed from the reported monthly inputs.

Evidence & Sources

1 Sources

Lance0901/AI-TwinCAT-Skill PR #59: fix: MCP array data no longer eaten; codeVerified not true when all PLC projects skipped

github.com

→

Analyst Notes

From the Grok pain-radar digest, Oct 26 2026 (8:41 AM to 11:41 AM ET digests plus Haitch morning edition). Verified live 2026-10-26: issue/PR/thread read; title and state confirmed.