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Cross-repo GitHub Project board is the canonical task queue. Spans image-scoring-gallery and image-scoring-backend. Use whenever picking work, claiming an issue, transitioning Stage, or filing a new backlog item.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Update CHANGELOG.md and package.json via compiled release_bump harness, then commit/push only when the user asks. Use for /release, changelog updates, or shipping gallery versions.
Works in image-scoring-gallery on electron/db.ts contract, IPC, apiService, React/Vite, and alignment with sibling image-scoring-backend schema. Use for desktop app bugs, database.engine modes, API URL/port from webui.lock, or TypeScript changes under electron/ or src/. Triggers include Electron gallery, db.ts, IPC, apiService, config.api, PostgreSQL vs api engine, and Vite renderer.
React component patterns, CSS Modules styling, design tokens, virtualization, and UX constitution for the Driftara Gallery renderer. Use for src/ UI work, styling, FilterPanel/GalleryGrid/ImageViewer, or design:check—not electron/db unless coordinated with gallery-electron-ts.
Verify implementation against spec AC-n criteria via compiled harness. Use after /implement or /test-and-fix, before /pr-ready. Parses ACs and emits the report; LLM assigns Verified/Failed/Unknown when evidence is not a clean command exit.
Use before claiming work is complete, fixed, passing, ready to commit, or ready for PR. Runs scripts/agent_skills/verification_before_completion.py for the claim→proof catalog; LLM interprets output. Never upgrade incomplete verification.
Driftara Gallery MCP — is-ui-* router-first; backend triage via sibling is-be-mcp search+dispatch.
| name | backlog-queue |
| description | Cross-repo GitHub Project board is the canonical task queue. Use whenever picking work, claiming an issue, transitioning Stage, or filing/closing a backlog issue across image-scoring-gallery or image-scoring-backend. |
The canonical task queue is the GitHub Project board: https://github.com/users/synthet/projects/1
It spans both repos:
synthet/image-scoring-gallery(this repo) andsynthet/image-scoring-backend. The repoTODO.mdfiles are pointers only — never add tasks there.
Harness lives in the sibling backend repo. Do not hand-roll Stage IDs.
# From gallery repo root (sibling layout):
python ../image-scoring-backend/scripts/agent_skills/backlog_stage.py claim <N> --repo gallery
python ../image-scoring-backend/scripts/agent_skills/backlog_stage.py set-stage <N> --repo gallery --stage in_progress
python ../image-scoring-backend/scripts/agent_skills/backlog_stage.py set-stage <N> --repo gallery --stage blocked --comment "Blocked: …"
python ../image-scoring-backend/scripts/agent_skills/backlog_stage.py set-stage <N> --repo gallery --stage review
Slash command /task-claim <N> uses the same harness with --repo gallery default in this repo.
| Owner | Responsibility |
|---|---|
| Code | Assign, project item lookup, Stage transitions |
| LLM | Pick highest-priority Ready card; Blocked comment prose |
| Human | Promote Backlog→Ready; close dead issues |
Closes #N.Stage = Ready, sort priority:p0..p3 (LLM). Do not invent work if Ready is empty./task-claim.set-stage … --stage in_progress.set-stage … --stage blocked --comment "…" (LLM writes comment).Closes #<N>; move to review when opening.cross-repo).| Family | Values |
|---|---|
area:* | python, db, gradio, electron, docs |
priority:* | p0, p1, p2, p3 |
type:* | bug, feature, refactor, test, chore, epic |
| (special) | cross-repo |
| (status) | obsolete — stay open on Backlog |
TODO.md.Closes #N.backlog_stage.pydocs/project/00-backlog-workflow.md