gsd-ralph-context-looplisted

Orchestrate coding work with GSD (Capture→Clarify→Organize→Execute→Review) and Ralph Loop (Observe→Act→Feedback→Promote→Enforce). Use parallel agents/workflows for multi-faceted tasks. Auto-invoke when user says GSD, Ralph Loop, get shit done, work in parallel agents, context course, or all of it for context engineering. Slash: /gsd-ralph-context-loop.
IgorGanapolsky/ThumbGate · ★ 26 · AI & Automation · score 75

Install: claude install-skill IgorGanapolsky/ThumbGate

# GSD + Ralph Loop for ThumbGate coding ## GSD (Get Shit Done) | Stage | Agent does | Artifact | |-------|------------|----------| | **Capture** | List failures / goals / evidence gaps | Notes or issue bullets | | **Clarify** | Skill vs MCP vs hook vs subagent | Layer decision | | **Organize** | Files, PR branch, Linear claim, vault | Ledger | | **Execute** | Implement + tests (parallel when independent) | Diff + green tests | | **Review** | Probes, adversarial verify, three-bus ship | TRUE/FALSE ledger | Never jump to Execute without Clarify (wrong layer = inert gates / thrash). ## Ralph Loop (always-on improvement) | Stage | Surface | |-------|---------| | **Observe** | Session preflight, gate-stats, CI, vault | | **Act** | Tools under PreToolUse walls | | **Feedback** | Thumbs / incident / capture_feedback | | **Promote** | Matchable force-gate / auto-promote | | **Enforce** | gate-check + deterministic guards | Ralph without Promote→Enforce is analytics only. Promote without matchable surface is AGENT-259 theater. ## Parallel agents (when) | Use parallel / workflow | Stay serial | |-------------------------|-------------| | PR multi-lane review | One-line fix | | Enforcement audit | Single file | | Skills + docs + tests independent | Shared-file conflict | | Linear top-10 triage | Already claimed by sibling | Default workflows: - `/pr-adversarial-review` - `/thumbgate-enforcement-audit` - `/context-engineering-pr-check` - `/linear-top10-triage` ## Session exe