datarim

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

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

Canonical S1–S9 security rule reference cited from CLAUDE.md § Security Mandate. Load for plan/qa/compliance/do touching shipped artefacts.

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

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

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.

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

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

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

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

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

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.

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

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

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

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.

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.

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

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

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

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

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

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

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.

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

Surface hard-coded stub literals (pending-integration, not-implemented, stub) in health/status controllers at /dr-do, before /dr-qa wish gating.

Plain-language operator recap for /dr-qa, /dr-compliance, /dr-archive. Four sub-sections, banlist + whitelist + per-paragraph escape hatch, 150-400 words.

Consumer-side recipe for Datarim release — sha256 → cosign verify-blob → gh attestation verify. Load on install/update from a GitHub Release.

Pattern guidance: split V-AC groups mixing deterministic axis (rule match) and statistical axis (rate threshold); loaded by /dr-prd and /dr-plan.

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

Producer contract for session-handoff artefacts — /dr-save writes datarim/sessions/{SESSION-ID}.session.md before the session is destroyed.

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

Consumer contract for stage snapshots — /dr-next and /dr-orchestrate read datarim/snapshots/{TASK-ID}.snapshot.md first and emit a replay prompt.

Mandatory gate: verify the change on test env (backend + frontend) autonomously before prod prep or archive. Blocks /dr-qa, /dr-compliance, /dr-archive.