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David Sienkowski @davesienkowski Member #4,654 Developer L2Clinical Applications & AI Engineer, SienkLogic
Builds verifier-reach-is-spec-reach · Verifier Reach Is Spec Reach — paper + reproducible experiments: an LLM code-verifier can
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Claude Code mods for GSD (gsd-core): research, idea catalog, and mod source
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-tooling ai-agents claude-code code-review contribution-workflow
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.
capability claude-code code-quality developer-tools git-hooks
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).
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 — paper + reproducible experiments: an LLM code-verifier can only catch defects the spec named.
Stack OpenAI Agents SDK Ollama Claude Gemini GitHub Copilot5 tools 17,849 contributions in the last year Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct 1 contribution on Nov 9 No contributions on Nov 10 No contributions on Nov 11 No contributions on Nov 12 No contributions on Nov 13 No contributions on Nov 14 No contributions on Nov 15 No contributions on Nov 16 No contributions on Nov 17 No contributions on Nov 18 No contributions on Nov 19 No contributions on Nov 20 No contributions on Nov 21 No contributions on Nov 22 No contributions on Nov 23 No contributions on Nov 24 No contributions on Nov 25 No contributions on Nov 26 No contributions on Nov 27 No contributions on Nov 28 No contributions on Nov 29 No contributions on Nov 30 No contributions on Dec 1 No contributions on Dec 2 No contributions on Dec 3 No contributions on Dec 4 No contributions on Dec 5 No contributions on Dec 6 No contributions on Dec 7 No contributions on Dec 8 No contributions on Dec 9 No contributions on 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