Tibsfox

Tibsfox/gsd-skill-creator

MCP server Claude CodeCodexCursor +2

MCP server "unison" as configured in Tibsfox/gsd-skill-creator. Launched with /usr/bin/ucm mcp.

Tibsfox/gsd-skill-creator

Agent

The opinionated shape-maker. Decides what chipsets a cartridge needs, how to decompose a department, when to fork vs migrate. Routes work to the other forge agents.

Tibsfox/gsd-skill-creator

Agent

Runs the stub distiller and prepares research input for the v2 pipeline.

Tibsfox/gsd-skill-creator

Agent

Provenance-preserving operations. Fork, migrate, dedup, lineage tracking. Owns history.

Tibsfox/gsd-skill-creator

Agent

Writes and updates user-facing docs based on architect/librarian decisions.

Tibsfox/gsd-skill-creator

Agent

Runs validation, interprets failures, proposes minimal fixes. Owns the cartridge validate and cartridge eval surfaces.

Tibsfox/gsd-skill-creator

Agent

Sonnet agent specialized in acquisition, cleaning, EDA, and reproducible pipelines. Handles the 60–80% of the work that sits between "raw source" and "ready to model." Writes the validation suite that protects every downstream step.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that owns the data-science effort end-to-end. Frames the problem, picks the right method class (describe / predict / infer / prescribe), routes work to specialists, and acts as capcom. Makes the "is this actually answerable with data" call before any time is burned.

Tibsfox/gsd-skill-creator

Agent

Sonnet agent specialized in visualization, narrative, and delivery. Turns model output and statistical findings into charts, dashboards, and written summaries that a non-technical decision-maker can act on in minutes.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent specialized in machine learning and deep learning modeling — feature engineering, model selection, tuning, regularization, evaluation, and error analysis. The agent that owns the train / val / test discipline.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent specialized in statistical modeling, experimentation, and causal inference. The agent you reach for when uncertainty, interpretability, or a treatment effect matters more than raw predictive accuracy.

Tibsfox/gsd-skill-creator

Agent

Opus-class capcom for the whole GSD pipeline. Owns routing between roadmapper, planner, researcher, executor, verifier, debugger, and the UI agents. Enforces phase boundaries, escalates gray-area decisions, and writes the project-level grove activity log. Every command in this cartridge starts (or ends) at capcom.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that runs scientific-method debug sessions — hypothesis, experiment, observation, refinement. Manages session checkpoints and writes a DebugSession record into grove so the investigation is durable.

Tibsfox/gsd-skill-creator

Agent

Sonnet-class agent that executes phase plans end-to-end — atomic wave commits, checkpoint management, deviation handling, and files-modified enforcement. The hands that do the mechanical work once a plan is frozen.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that runs the pre-plan research pass. Fans out researcher subagents, synthesizes findings into RESEARCH.md, and captures research grounding citations the planner can cite directly.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that authors phase plans — task breakdown, dependency analysis, files-modified contract, deviation rules, and goal-backward gate inputs. Every phase that reaches execution passes through this agent first.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that creates project roadmaps with phase breakdown, requirement-to-phase mapping, success-criteria derivation, and coverage validation. Runs only at project or milestone bootstrap — after that, the planner takes over per phase.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that runs goal-backward verification on completed phases. Reads the phase goal, checks that the codebase actually delivers it, and writes VERIFICATION.md with a pass/fail verdict and evidence chain.

Tibsfox/gsd-skill-creator

Agent

Sonnet agent that drives the cartridge forge loop — scaffold, scaffold-companions, validate, eval, dedup, metrics — and handles validation debt bookkeeping. Owns the forge CLI invocation pattern (source vs. installed binary) and the four-gate ship contract.

Tibsfox/gsd-skill-creator

Agent

Opus-class specialist for the grove content-addressed memory subsystem. Owns record-type design, namespace layout, import/export pipelines, multi-hop retrieval patterns, format migrations, and the arena.json snapshot contract. Authority on any cartridge that touches grove state.

Tibsfox/gsd-skill-creator

Agent

Sonnet agent that owns the publish and harness-integration surface — version sync across package.json / Cargo.toml / tauri.conf.json, release notes, project-claude install wiring, hook file integrity, and the tests that guard all of it. A publish never ships without this agent's sign-off.

Tibsfox/gsd-skill-creator

Agent

Opus-class capcom for the cartridge. Owns shape decisions — when to author a skill vs. an agent vs. a cartridge, how to split a domain across chipsets, when grove record modeling is required, and routing between the other agents. Holds the authoring taste that keeps cartridges coherent.

Tibsfox/gsd-skill-creator

Agent

Sonnet agent that writes the actual files — SKILL.md frontmatter and body, agent role prose, team roster yaml, department chipset entries. The hands that execute the authoring plan the capcom approves.

Tibsfox/gsd-skill-creator

Agent

Opus-class agent that owns archive shape decisions — what goes to cold, in what format, with what manifest, on what schedule. Authors SnapshotRecord, ArchiveEntry, and MediaMigration records. Owns the restore-drill discipline.