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gonimargonimar/claude-web-studio/skills/data-model/SKILL.md

data-model

Skill4 starsChanged 45 days agoMITView on GitHub

Designs or extends the data model — entities and relations, PostgreSQL DDL with constraints and indexes justified by queries, expand/contract migration strategy, PII classification, backup/restore — into docs/architecture/data-model.md and migration drafts. Run after /api-contract and before build, or for 'design the schema', 'add a table', 'write the migration'.

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2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.

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    Common

    Most of the 5 edited versions we read keep these.

  • 2

    Distinctive

    This author's own choices. Worth a look.

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    Very specific

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  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    When valuable data is added, the draft includes the updated backup section (template §7).

    line 35
  2. Distinctive:

    When HEAD is a story branch, name it and offer: switch to the default branch and commit there (Recommended — a pipeline-wide document) · …

    line 41

“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
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SKILL.md

Data Model

Reply in the project conversation language (CLAUDE.md → Language); code, identifiers, paths and commit messages stay in English.

Template .claude/docs/templates/data-model.md; reference database.md; rules database.md. This skill delegates nothing: the schema, the DDL and the migration drafts are the database engineer's own work, so Task is not among its tools. In the commands below, <hooks> is .claude/hooks/ in copy mode and ${CLAUDE_PLUGIN_ROOT}/hooks/ in plugin mode.

Phase 1: Context

  1. Scope from the argument: F-NNN → that feature spec's section 4. No such feature spec → verdict BLOCKED (no feature spec — run /feature-spec first); write nothing. full → every feature spec and the whole schema. No argument → nothing is assumed. Read production/session-state/active.md: when its Task: names a story (S-NNN) whose feature spec exists, propose that feature; then one AskUserQuestion: that F-NNN (Recommended when proposed) · another feature from docs/specs/features/ (listed) · full. With no feature specs at all the answer can only be full or BLOCKED as above.
  2. Read the current schema (migrations, schema.sql, AR/entity classes), the API contract (which fields we expose), the threat model (PII).

Phase 2: Entities and queries

  1. ER (mermaid) and a query table (frequency, read/write).
  2. Questions: volumes, retention, invariants.
  3. Personal data (template §6), per PII field:
    • its class (identity, contact, behavioural, financial, special category);
    • its retention period and what ends it (account deletion, inactivity, legal term);
    • the deletion or anonymisation method per table (hard delete, tombstone + anonymise, crypto-shredding), and what happens in backups and logs. Export on request is described as the template asks (what is included, format, identity check). A deletion path that does not exist becomes the "Data deletion" story (/create-stories).

Phase 3: DDL and migrations

  1. DDL with CHECK/UNIQUE/FK/indexes, each index justified by a query from the Phase 2 table.
  2. Migrations in the project's tool (the stack reference names it: e.g. golang-migrate, yiisoft/db-migration, Doctrine Migrations, Drizzle); expand/contract when changing existing tables.
  3. With a DB available (compose): EXPLAIN ANALYZE on test data.

Phase 4: Write

  1. When valuable data is added, the draft includes the updated backup section (template §7).
  2. "May I write docs/architecture/data-model.md and the migration files?" — one AskUserQuestion: write (Recommended) · show the draft/diff first · not now. After the "write" answer: touch .claude/.write-consent (rule 7 — the consent-guard hook checks the marker).

Phase 5: Commit (documents lane)

Right after the write, one commit gate (rule 7 (4), .claude/docs/git-workflow.md § Documents): one AskUserQuestion offering docs: data model <F-NNN | full>, staging exactly the written files — docs/architecture/data-model.md. Record the gate before asking — <hooks>session-state.sh set Gate "/data-model Phase 5: commit?" — and clear it after the answer (<hooks>session-state.sh set Gate "—").

  • On the default branch when no story work is in progress.
  • When HEAD is a story branch, name it and offer: switch to the default branch and commit there (Recommended — a pipeline-wide document) · commit here (the document belongs to this story) · leave uncommitted.
  • Code, configs, workflows and scripts never ride the docs: commit: the migration drafts are code and stay out of it — name them in the result; they land in the branch of the story that applies them (/dev-story).

Nothing is committed without the answer.

Verdict: APPROVED | NEEDS REVISION | BLOCKED. Next step — one AskUserQuestion: /create-stories (Recommended) · /api-contract (if the contract changes) · revise the model; on BLOCKED: /feature-spec (Recommended) · stop here.

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