Use when editing rule cookbooks, parity matrix, or cookbook CI (cookbook-parity.yml, cookbook_parity_check.py). Triggers on: pandas cookbook, SQL cookbook, parity-matrix, gap-matrix, rule headings.
Langue du texte source : anglais
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SkillsMP a collecté 17 skills depuis bbartling/open-fdd. Ouvrez un skill pour examiner sa source et ses détails.
Affichage de 17 skills collectés sur 17.
Use when editing rule cookbooks, parity matrix, or cookbook CI (cookbook-parity.yml, cookbook_parity_check.py). Triggers on: pandas cookbook, SQL cookbook, parity-matrix, gap-matrix, rule headings.
Langue du texte source : anglais
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, RAILWAY_TOKEN, railway login, railway link, railway redeploy, Railway re-pin,…
Langue du texte source : anglais
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).
Langue du texte source : anglais
Use when pulling, rebuilding, or verifying Open-FDD GHCR stack images. Test channel is nightly. Triggers on: nightly, openfdd-central, openfdd-web, GHCR, openfdd_stack_up, OPENFDD_IMAGE_TAG.
Langue du texte source : anglais
Author an openfdd_package_v1 zip for any BAS job: equipType, Haystack points to SQL roles, weather sidecar, motor vs compressor vs valve. Triggers on package zip, column_map, mapping, empty Overview / RCx / Inspect charts, missing roles, haystack sidecar.
Langue du texte source : anglais
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…
Langue du texte source : anglais
Use when changing open-fdd PyPI pandas oracle libraries: open_fdd.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.
Langue du texte source : anglais
Use when working on production DataFusion SQL FDD: sql_rules registry, central /api/fdd/run, parity with pandas oracle, no pandas in central. Triggers on: sql_rules, DataFusion, registry.yaml, FDD engine, SQL cookbook.
Langue du texte source : anglais
Use when migrating or changing generic ECM math in open_fdd.ecm_engineering, publishing PyPI ECM workbook exports, or Compare honesty (FITTED vs industry). Triggers on: ECM, fan affinity, scheduling bins, full-parity workbook, Industry_Screening, BUG-ECM-018,…
Langue du texte source : anglais
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, PR_PROTOCOL, migration matrix.
Langue du texte source : anglais
Use to evaluate architecture, design proposals, refactors, module boundaries, dependency direction, data flow, concurrency model, and maintainability tradeoffs across any codebase.
Langue du texte source : anglais
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.
Langue du texte source : anglais
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.
Langue du texte source : anglais
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.
Langue du texte source : anglais
Use to design, run, or review performance work with reproducible A/B baselines. Delegates benchmark inventory, profiling, correctness guardrails, and result interpretation to subagents.
Langue du texte source : anglais
Use before merging, shipping, publishing, or handing off work. Runs subagents for verification, regression risk, operational readiness, docs, compatibility, and unresolved follow-ups.
Langue du texte source : anglais
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.
Langue du texte source : anglais