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GSD tutorial and command reference. Use when user is new to GSD or asks about commands.
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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
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npx skills add https://github.com/Tibsfox/gsd-skill-creator --skill gsd-onboardThe command stays on one line. Scroll horizontally to inspect it before copying.
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Use the moment a request is underspecified and you are about to act on an ASSUMED goal. Enumerate the candidate goals the request could mean, project the action or artifact each one implies, and check whether they diverge: if two or more plausible goals lead to materially different actions or artifacts, ask exactly ONE targeted clarifying question; otherwise proceed on the most-likely goal and state the assumption in one line. Clarification is an evidence-producing action, not a delay โ but one question, never an interrogation. Distinct from gsd-spec-phase (GSD-phase-bound, emits a heavy SPEC.md) and intent-router (fetch strategy, not goal disambiguation). Backed by agent goal-state inference (arxiv 2606.16813v1). Triggers on acting under an assumed goal when the request admits more than one materially different reading.
Use at write time to vector/embedding memory โ Grove content-addressed insertion, chroma/pgvector upserts, memory-consolidation promoting session traces to MEMORY.md, or embedding externally-ingested content. Scores each candidate record against a fixed panel of sentinel queries and quarantines any record that would become the nearest neighbor of too many unrelated queries โ a hub โ whether from adversarial poisoning or accidental over-generality. This is the memory-record-side sibling of skill-injection-guardian (file-side) and the write-side complement of memory-use-warrant (read-side). Quarantine, never silently drop; a human reviews. Backed by the admission-time hubness gate (arxiv 2606.19692v1). Triggers on inserting into vector memory, consolidating memory, and embedding stranger content.
Run this appropriateness check the moment you are about to integrate a retrieved long-term memory โ a Grove content-addressed hit, a chroma/pgvector neighbour, a memory-consolidation digest, or a MEMORY.md line โ into a response, especially anything touching private origins, Fox Companies IP, credentials, or Center Camp / consent-governed content. It answers a question intent-router never asks: not WHAT to fetch or HOW, but WHETHER a correctly-retrieved item should reach output. Relevance is not appropriateness โ a perfect similarity match can still be a boundary violation. Default is FAIL-CLOSED: if in-context authorization is uncertain, the memory may inform behaviour but must not be surfaced. Backed by RBI-Eval (arxiv 2606.06055v1). Triggers on surfacing recalled sensitive memory into a response.
Based on SOC occupation classification
Showing SKILL.md
| name | gsd-onboard |
| description | GSD tutorial and command reference. Use when user is new to GSD or asks about commands. |
| type | skill |
| category | gsd |
| status | stable |
| origin | tibsfox |
| modified | false |
| first_seen | "2026-02-07T00:00:00.000Z" |
| first_path | examples/gsd-onboard/SKILL.md |
| superseded_by | null |
GSD = question โ research โ plan โ execute โ verify.
.planning/
โโโ PROJECT.md # Vision, decisions
โโโ REQUIREMENTS.md # REQ-IDs
โโโ ROADMAP.md # Phases
โโโ STATE.md # Current position
โโโ config.json # Settings
โโโ phases/NN-name/ # Plans + summaries
โโโ milestones/ # Archives
| Command | Purpose |
|---|---|
| /gsd:new-project | Init project |
| /gsd:new-milestone | New version |
| /gsd:progress | State + next action |
| /gsd:discuss-phase N | Gather context |
| /gsd:plan-phase N | Create plans |
| /gsd:execute-phase N | Build plans |
| /gsd:quick | Small tasks |
| /gsd:verify-work N | Test deliverables |
| /gsd:audit-milestone | Completion check |
| /gsd:complete-milestone | Archive |
| /gsd:debug | Debug with state |
| /gsd:pause-work | Checkpoint |
| /gsd:resume-work | Restore |
plan-phase N โ /clear โ execute-phase N โ verify-work N