Gsd Skill Creator
Introduces a comprehensive agent-based framework for guided software development (GSD)
Install
npx @opengsd/get-shit-done-redux@latestclaude mcp add gsd-skill-creator -- npx @opengsd/get-shit-done-redux@latest{
"mcpServers": {
"gsd-skill-creator": {
"command": "npx",
"args": [
"@opengsd/get-shit-done-redux@latest"
]
}
}
}Install command taken from the project's README or registry entry. Always review code before running it.
README excerpt
Read full README on GitHub →GSD Skill Creator
An adaptive learning and coprocessor architecture for Claude Code, built as an extension to GSD (open-gsd)
npx @opengsd/get-shit-done-redux@latest
npx gsd-skill-creator@latest
v1.49.561 — Living Sensoria
Eight composable modules (M1–M8) ship in v1.49.561, extending gsd-skill-creator with a native memory stack, a net-shift receptor substrate, a Markov-blanket boundary layer, and a teaching/co-evolution relationship layer. All modules default off via opt-in flags; v1.49.560 installs load unchanged.
| Module | What it adds | Guide |
|---|---|---|
| M1–M5 Memory Stack | Semantic graph, hybrid memory, trace ledger, branch-context, orchestration | docs/memory-stack.md |
| M6 Sensoria | Lanzara net-shift receptor substrate for skill activation | docs/sensoria.md |
| M7 Umwelt | Markov-blanket boundary with variational free-energy minimiser | docs/umwelt.md |
| M8 Symbiosis | Teaching ledger, co-evolution offerings, Quintessence five-axis report | docs/symbiosis.md |
Theoretical foundations (Lanzara 2023, Friston 2010, Kirchhoff et al. 2018, Foxglove 2026, Traag 2019) are documented with primary-source citations in docs/foundations/theoretical-audit.md.
Refinement wave (added 2026-04-18): six further components land in v1.49.561 — ME-5 output-structure frontmatter, ME-1 tractability classifier, MA-6 canonical reinforcement taxonomy, MA-1 eligibility-trace layer, MA-2 ACE actor-critic wire, ME-4 coin-flip teach warning. Keystone insight from Zhang et al. 2026: prompt-content edits are statistically indistinguishable from a coin flip except when the skill declares exploitable output structure. Overview + through-line: docs/refinement-wave.md. Individual guides: docs/tractability.md, docs/reinforcement-taxonomy.md, docs/actor-critic.md.
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