bbartling/open-fdd

Fault Detection Diagnostics (FDD) for HVAC datasets

163Stars on the repository
34Mods indexed here, across every type
todayLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied

bbartling/open-fdd

Skill Claude CodeCodex

Use to evaluate architecture, design proposals, refactors, module boundaries, dependency direction, data flow, concurrency model, and maintainability tradeoffs across any codebase.

not rated 163 today A 37 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use for structured research on an unfamiliar or complex codebase before planning, reviewing, or editing. Delegates mapping, ownership, dependency, test, and risk discovery to focused subagents and returns an evidence-led research brief.

not rated 163 today A 50 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when implementation or review depends on external documentation, standards, protocols, APIs, SDKs, changelogs, or version-specific behavior. Produces a concise source dossier and implementation implications.

not rated 163 today A 43 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use for rigorous pull request, branch, patch, or diff review. Runs focused review subagents for correctness, security/reliability, tests, docs/API behavior, and release risk, then synthesizes actionable findings.

not rated 163 today A 48 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use to design, run, or review performance work with reproducible A/B baselines. Delegates benchmark inventory, profiling, correctness guardrails, and result interpretation to subagents.

not rated 163 today A 42 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use before merging, shipping, publishing, or handing off work. Runs subagents for verification, regression risk, operational readiness, docs, compatibility, and unresolved follow-ups.

not rated 163 today A 39 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use to compare any codebase against a specification, API contract, protocol, policy, RFC, security baseline, or product requirements document. Builds a traceability matrix and prioritizes compliance gaps.

not rated 163 today A 44 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when enforcing Open-FDD product boundaries: production DataFusion SQL vs pandas oracle, vibe19/vibe20 ownership, dual cookbooks, edge/os never-delete, ownership.yaml, forbidden imports. Triggers on: architecture, ownership, pandas fallback, cookbook delete, Milestone A Phase 0.

not rated 163 today A 66 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when editing rule cookbooks, parity matrix, or cookbook CI (cookbook-parity.yml, cookbookparitycheck.py). Triggers on: pandas cookbook, SQL cookbook, parity-matrix, gap-matrix, rule headings.

not rated 163 changed today A 56 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when migrating or changing generic ECM math in openfdd.ecmengineering, publishing PyPI ECM workbook exports, or Compare honesty (FITTED vs industry). Triggers on: ECM, fan affinity, scheduling bins, full-parity workbook, IndustryScreening, BUG-ECM-018, BUG-ECM-019, satreset, open-fdd PyPI wheel.

not rated 163 today A 89 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when executing Milestone A bounded PRs: inventory, parity tests, cutover, twin deletion, CodeRabbit loop, cross-repo pin bumps. Triggers on: Milestone A, twin delete, parity proof, PRPROTOCOL, migration matrix.

not rated 163 today A 60 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Author an openfddpackagev1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve. Triggers on package zip, columnmap, mapping, empty Overview / RCx / Inspect charts, missing roles, haystack sidecar.

not rated 163 today A 69 tokens

openfdd-pypi-oracle

13

bbartling/open-fdd

Skill Claude CodeCodex

Use when changing open-fdd PyPI pandas oracle libraries: openfdd.rules, analytics, reporting, extras oracle/vibe19/reporting, wheel publish, consumer pins. Triggers on: PyPI, open-fdd package, rules runner, analytics.core, reporting, oracle extra, 4.1.x.

not rated 163 today A 73 tokens

openfdd-railway-cli

14

bbartling/open-fdd

Skill Claude CodeCodex

Use when installing, authenticating, linking, or re-pinning the Open-FDD Railway hub (central/mqtt/web) via the Railway CLI on bensbench. Triggers on: railway CLI, RAILWAYTOKEN, railway login, railway link, railway redeploy, Railway re-pin, OPENFDDNGINXRESOLVER, sha tip on Railway, gleaming-cooperation.

not rated 163 changed today A 87 tokens

openfdd-react-spa

15

bbartling/open-fdd

Skill Claude CodeCodex

Maintain the Open-FDD React product SPA (frontend/web → openfdd-web). Use when editing Overview, Inspect, FDD Plots, RCx, Mapping, Operations, Sites, auth UI, health matrices, or client Plotly charts against central /api (DataFusion).

not rated 163 changed today A 64 tokens

openfdd-sql-fdd

16

bbartling/open-fdd

Skill Claude CodeCodex

Use when working on production DataFusion SQL FDD: sqlrules registry, central /api/fdd/run, parity with pandas oracle, no pandas in central. Triggers on: sqlrules, DataFusion, registry.yaml, FDD engine, SQL cookbook.

not rated 163 today A 60 tokens

openfdd-stack-ghcr

17

bbartling/open-fdd

Skill Claude CodeCodex

Use when pulling, rebuilding, or verifying Open-FDD GHCR stack images. Test channel is nightly. Triggers on: nightly, openfdd-central, openfdd-web, GHCR, openfddstackup, OPENFDDIMAGETAG.

not rated 163 changed today A 59 tokens

data-modeling

18

bbartling/open-fdd

Skill Claude CodeCodex

Use when ingesting campus data, wiring utility analytics, or building ML-ready exports.

not rated 163 today A 0 tokens

bbartling/open-fdd

Skill Claude CodeCodex

Use when closing a patch cycle with rigorous stress LAST on the Railway hub, bensbench x86 fieldbus → MQTTS, CSV/synth59/Creekside/gate 19, B100 Railway-only, or light OWASP ZAP. Triggers on: runrailwayhubstress, RAILWAYONLY, synth59, gate 17, gate 19, zap-baseline, PATCHCYCLE, 3.3.N rev.

not rated 163 today A 103 tokens

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