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query-db
How to locate and query the deep-cuts production SQLite database
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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How to locate and query the deep-cuts production SQLite database
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
| name | query-db |
| description | How to locate and query the deep-cuts production SQLite database |
~/Library/Application Support/com.rlupi.deep-cuts/deep_cuts.db
Store it in a shell variable to avoid retyping:
DB="$HOME/Library/Application Support/com.rlupi.deep-cuts/deep_cuts.db"
sqlite3 "$HOME/Library/Application Support/com.rlupi.deep-cuts/deep_cuts.db"
Useful sqlite3 meta-commands:
.tables -- list all tables
.schema tracks -- show CREATE statement for a table
.mode column -- aligned column output
.headers on -- show column names
.quit
SELECT COUNT(*) AS total_tracks,
COUNT(bpm) AS have_bpm,
COUNT(artist) AS have_artist,
COUNT(lyrics) AS have_lyrics
FROM tracks;
-- Find tracks by filename or path fragment
SELECT id, filename, artist, title, bpm, genre
FROM tracks
WHERE path LIKE '%Jazz%'
LIMIT 20;
SELECT * FROM watched_directories;
SELECT * FROM app_settings;
If embedding tables are present (vec0 virtual tables), the sqlite-vec extension must be loaded — it is compiled into the Rust binary and loaded automatically at app startup but is not available to the plain sqlite3 CLI.
The shadow tables are queryable from the CLI without the extension:
SELECT COUNT(*) FROM audio_embeddings_rowids;
.db file before any UPDATE/DELETE — there is no undo.Experimental protocol for Deep Cuts research, prototypes, model evaluations, threshold tuning, ablations, metric comparisons, and claims about accuracy or quality. Use before running or interpreting experiments so bots preserve train/validation/test boundaries, avoid leakage, compare against baselines, and report results honestly.
Guidelines for creating, updating, reorganizing, and reviewing Deep Cuts documentation in the project wiki, including page taxonomy, lifecycle status, protected pages, proposal handling, and link verification.
Pattern for multi-agent collaboration sessions in the deep-cuts fam — forge-first coordination over the botfam substrate (Gitea issues/PRs as the coordination plane, the unified `botfam wait` wake loop, bare-actor worktrees), with IRC opt-in for design sprints, plus session-log conventions
Draft, structure, and finalize a Deep Cuts blog-series post so it conforms to the post template, house voice, and cross-post link rules. Use when writing, drafting, assembling, or editing a "Deep Cuts" blog post (the rlupi.com series), preparing a post for publishing, or adding front matter to one. Covers the template, front matter schema, voice, agent crediting, and the link linter.
Checklist and guide for adding a new analysis pass to the trait-based modular pipeline
Safe pattern for adding SQLite schema migrations in the deep-cuts Rust/rusqlite_migration stack