jupes

Auto-capture UI screenshots for PRs using Playwright MCP browser tools.

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Add focused Bun unit tests for mission-critical behavior and edge cases — not blanket coverage.

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Generate multiple radically different interface designs before implementation. Use when designing an API, module boundary, command surface, data contract, or when the user says "design it twice".

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Stress-test a plan against existing domain language, code behavior, and durable decisions. Use when the user wants DDD/domain-model grilling, glossary refinement, terminology challenges, context documentation, ADR candidates, or plan validation against a repo's language.

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Edit and improve article drafts by confirming a heading-based section plan, dependency order, then rewriting section by section with short paragraphs. Use when the user wants to revise or improve an article draft.

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Phase 3 of the Forge pipeline. Execute the plan's Beads tasks with red-green-refactor TDD, committing per checkpoint and pausing at each natural stopping point so the user can run a live demo or test and see the work themselves. Use when starting /forge-implement or the implement step of /forgemaster.

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Set up Claude Code git safety guardrails that block dangerous git commands before execution. Use when the user asks to prevent git push, hard reset, git clean, destructive checkout/restore, or branch deletion from Claude Code hooks.

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Triage GitHub issues through gh and a label-based state machine. Use when the user intentionally wants GitHub issue triage, incoming bug or feature review, issue workflow labels, needs-info follow-up, or ready-for-agent briefs.

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Generate structured weekly status reports covering initiatives, progress, blockers, risks, and KPIs.

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Canonical PR description template for every PR shipped from this harness, with a validator that enforces the required sections. Use when opening or editing a PR (the /ship and /forge-ship steps), or when asked for the standard PR format or to check a PR body.

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Create a Beads-first refactor plan through detailed interview, repo verification, alternatives, scope boundaries, testing decisions, and tiny working increments. Use when the user wants to plan a refactor, write a refactoring RFC, or turn a risky change into safe incremental work.

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Run red-green-refactor in vertical slices, emphasizing behavior-first tests and harness quality gates.

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Grade and steer UI work using Anthropic-style design dimensions—coherence, originality, craft, and usability—for generators and evaluators.

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Produce a higher-level architecture and context map for unfamiliar code. Use when you need to understand how a file, module, feature, or issue fits into the bigger picture, including relevant modules, callers, callees, dependencies, and next context.

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Answer questions about the codebase from knowledge files. Use when the user runs /ask or asks a domain/knowledge question about the repos.

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/council — Deliberative multi-provider review. Use when the user runs /council.

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Risk-tiered code review (Blocker / High / Medium / Low). Use when the user runs /review or wants the current branch or diff reviewed.

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Report git state, ready work, blocked items, and PR health. Use when the user runs /status or wants a workspace snapshot.

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Auto-generate knowledge YAML from the codebase. Use when the user runs /sync-knowledge or wants knowledge files refreshed.

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Deadline management and capacity planning across epics and PRs. Use when the user runs /triage or wants deadline/capacity triage.

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Search, create, and manage notes in an explicit Obsidian vault with title-case filenames, wikilinks, index notes, backlinks, and safe vault-root confirmation.

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Meta-skill for creating Agent Forge skills under .claude/skills/ with SKILL.md, optional references/ and scripts/, and Bun scaffolds. Use when the user wants to add or author a skill, scaffold a new skill folder, or align skill docs with harness conventions (JSON script output, Beads for tasks).

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Run quality gates, commit, push, and open a PR with the canonical template. Use when the user runs /ship or wants to ship the current changes.

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Extract a DDD-style domain glossary from conversation context, choosing canonical terms and flagging ambiguity. Use when the user asks to define domain terms, build a glossary, clarify terminology, create a ubiquitous language, or mentions domain modeling or DDD.

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