datarim

Schema and migration semantics for /dr-doctor — thin one-liner contract, 6-pass migration, data-loss safety, conflict resolution. Loaded by self-heal.

Core Datarim rules. Load this entry first, then only the fragment needed for paths, storage, numbering, backlog, routing, or archive behavior.

Post-QA hardening — detects task type (code, docs, research, legal, content, infra) and applies the matching verification checklist before archiving.

Testing pyramid, frameworks, mocking. Load first; then the fragment for the active gate (live smoke, silent failure, bats, legacy triage).

Preserve Datarim task continuity while orchestrated Claude Code or Codex sessions compact or clear context at deterministic pressure thresholds.

Immutability contract for all pipeline stages: artefact freeze, V-AC parity, non-code parity, anti-tautological rule, and return-to-source transition.

Init-task artefact: verbatim operator brief + append-log, mandatory read by every pipeline command. Source of truth for operator intent.

Project scaffolding — creates CLAUDE.md, documentation/, datarim/ for new or existing projects. Loaded by /dr-init when project intent is detected.

Orchestrator for runtime-aware self-verification (manual /dr-verify). Tri-layer: deterministic shell, peer-review, runtime dispatch.

Native shell recipes for common operations. Load this entry first, then only the fragment needed for the specific utility category.

Producer contract for per-task stage snapshots written to datarim/snapshots/{TASK-ID}.snapshot.md with overwrite semantics and an 8 KB hard cap.

Router for the five-tier fleet starter skill (l1-basic..l5-autonomous) — selects the AAL/complexity level and its context budget for a spawned agent.

Operator wishlist checklist seeded at /dr-prd or /dr-plan; verified at /dr-qa and /dr-compliance with BLOCKED routing on missed/partial without override.

Pre-flight checklist + ignore patterns for file-sync (Syncthing/rclone/rsync/Dropbox/iCloud) — protection for git working trees and venv/build directories.

Visual index for Datarim maps. Load this entry first, then only the diagram fragment needed for routing, stage flow, or dependency orientation.

Question Suppression Ladder + L1 Inline Resolution Rule + Hard-gated Action Boundary. Activated by DATARIM_AUTO_MODE=1 + a per-task autonomous-mode marker.

Canonical CTA "Next Step" block format for every /dr-* command and pipeline agent. Load when generating slash-command output or finishing a phase.

Review-phase workflow — lessons learned, evolution proposals (Class A/B gate), health-metrics check. Invoked by /dr-archive Step 0.5.

Interactive task-spec wizard — a thin orchestrator over discovery and consilium that turns a rough brief into a structured spec plus a graph artefact.

Pattern guidance: flag L3+ backlog one-liners that mix a seam/contract concern with an integration/call-site concern; loaded by /dr-prd and /dr-plan.

Rules for proposing and applying framework improvements. Covers growth (new components) and maintenance (pruning, merging). Human approval required.

Canonical S1–S11 security rule reference cited from CLAUDE.md § Security Mandate. Load for plan/qa/compliance/do touching shipped artefacts.

Technology guidance and stack selection: starting points, viable alternatives, decision-making method, and proposal template for new projects and modules.

Technical rules for publishing content to social media and websites — platform limits, formatting, API patterns, OG tags, multi-platform workflow.

Five pillars of AI-assisted development — decomposition, TDD, architecture-first, focused work, context. Method size limits, DoD, stubbing.

Frontend UI checklist — CSS specificity, dark/light themes, visual testing, mobile responsiveness, i18n parity. Apply when editing HTML/CSS.

Use when implementation is complete and all tests pass. Decides how to integrate the work via merge, PR, or cleanup with structured options.

Fact-check articles and posts before publication. Extracts claims, verifies against sources, improves text while preserving style.

Use before claiming work complete, fixed, or passing — and before committing or opening PRs. Run verification commands and confirm output first.

Allowlist/blocklist for network bind targets (compose ports, redis bind, postgres listen_addresses, systemd ListenStream); load before any port change.

Structured external research — checklist, tool selection, insights document. Used by researcher agent in /dr-prd and /dr-do.

Infrastructure ops — SSH batch execution, health checks, network debugging, pre-migration inventory. Use for Arcana server ops.

Pre-implementation gate proving every runtime-command V-AC (docker exec / curl / kubectl / systemctl / live DB query) can actually PASS before /dr-do.

Canonical conventions an external LLM (via coworker delegation) must follow when generating or editing Datarim artifacts (stage header, frontmatter, etc.).

Exists-check for file/script/path references in /dr-plan output — flags missing or deprecated tooling and file references before they reach /dr-do.

Layered timeout defense for cron-orchestrated agents calling external APIs (LLM CLI, HTTP, subprocess) — nested tiers, anti-patterns, headroom.

Probe the running nginx version before writing config, then map directive syntax to that version. Load in /dr-plan for any nginx-touching task.

Author prompts for image-generation tools — covers, thumbnails, post visuals, illustrations, infographics, logos; intake→spec→prompt→verify loop.

Diátaxis documentation taxonomy mandate four orthogonal categories tutorials how-to reference explanation for every Datarim-managed repo and product site

Knowledge base maintenance — organize, deduplicate, cross-reference the datarim/ directory. Flags contradictions, archives stale content.