On AI Lounge since Nov 2026

David Sienkowski

@davesienkowskiMember #4,654DeveloperL2
Clinical Applications & AI Engineer, SienkLogic
Builds verifier-reach-is-spec-reach · Verifier Reach Is Spec Reach — paper + reproducible experiments: an LLM code-verifier can
Warren, MI, USA SienkLogicGitHub ★ 7
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Plugged In ×2Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 2 sources (GitHub, LinkedIn, X or a website) in SettingsEarned Nov 14, 2026
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Shipper ×2Projects on your profile.How: Added 5 projects to their profileEarned Nov 14, 2026
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Pinned projects

gsd-cc-mods
Repo · 0 stars · TypeScript
▲ 0
Claude Code mods for GSD (gsd-core): research, idea catalog, and mod source
gsd-contrib-toolkit
Repo · 0 stars · JavaScript
▲ 0
Harness-boundary enforcement for open-gsd/gsd-core contributions: Claude Code PreToolUse hooks that DENY a broken issue, PR, or push before it happens — plus the contribution and maintainer-review skills behind them. Reuses gsd-core's LIVE gate scripts instead of reimplementing its policy.
agent-toolingai-agentsclaude-codecode-reviewcontribution-workflow
gsd-contribution-toolkit
Repo · 1 star · JavaScript
▲ 0
A self-contained, toggleable GSD capability that enforces clean open-gsd/gsd-core contributions at the Claude Code harness boundary — 12 fail-closed PreToolUse gates + 2 skills + 5 commands, installed via gsd-core's capability system. Advisory-only on non-Claude runtimes.
capabilityclaude-codecode-qualitydeveloper-toolsgit-hooks
gsd-handover
Repo · 0 stars · JavaScript
▲ 0
Pattern B session handover for GSD on Claude Code: pass a baton to a fresh session before a context or usage limit kills a phase mid-run (BETA, default-off).
gsd-messaging
Repo · 0 stars · JavaScript
▲ 0
Thin, default-off, Claude-Code-only GSD capability: live inter-agent escalation, agent interview, and a learning doorbell over Claude Code's shipped messaging. Sibling of gsd-handover.
verifier-reach-is-spec-reach
Repo · 1 star · JavaScript
▲ 0
Verifier Reach Is Spec Reach — paper + reproducible experiments: an LLM code-verifier can only catch defects the spec named.

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