Use when working on the silken_net frontend — the Phlex component tree (app/views/components/ + shared/ui|iot|web3/), the Tailwind v4 @theme design-token system (gaia-* surfaces/text, status-*, token-* blockchain, gaia-input-*), the ApplicationComponent base (the tokens() TailwindMerge wrapper + class-autoscoped t() i18n + Turbo-broadcast-safe delegated helpers), the 8 Stimulus controllers, and Turbo Streams/Frames. Knows the non-obvious gotchas — NO tailwind.config.js (SSOT = app/assets/tailwind/application.css @theme), raw Tailwind forbidden in shared components (use status-*/gaia-* tokens), register a new font-size in CUSTOM_TEXT_SCALE for TailwindMerge, NO DB queries in a Phlex initialize, t('.key') autoscopes by class name, specs default to English, Turbo broadcast_* runs in model context (no current_user). Routes to 04_04 (the design-system SSOT) + CLAUDE.md §6, does not restate. Examples: 'add a Phlex component', 'add a design token', 'why isn't my color class merging', 'add a Stimulus controller', 'i1
Use when working on the silken_net telemetry / Proof-of-Growth pipeline — the uplink→verification→minting flow (CoAP intake → UnpackTelemetryWorker / TelemetryUnpackerService → IoTeX verify → Chainlink oracle → mint), the Sidekiq strict-priority queues, TelemetryLog (RANGE-partitioned, KENOSIS — validations live in valid_sensor_data?, not the model), and the dual-computation integrity (server Float Lorenz ≡ firmware mruby). Knows the gotchas — DID=0 in a batch is DEAD (ARCH.54: Queen pulse rides the signed QATT-v2 header → enqueue_envelope_health, both eras drop DID=0), oracle_status_*? enum methods, strict queue drain (uplink fully before alerts), find_with_partition_pruning. Routes to CLAUDE.md §5/§6 + the 05_02 canon, does not restate. Examples: "add a telemetry field", "change minting logic / guards", "why is an alert delayed", "decode the uplink packet", "why does server Z differ from device Z".
Use when working on the silken_net Web3 / on-chain surface — the 12-chain Proof-of-Growth pipeline (app/services/ + workers): SCC/SFC Solidity contracts, batchMint + Binary-Search poisoned-record isolation, the BlockchainTransaction AASM (incl. manual_review double-spend guard), minting guard-clauses (IoTeX / Chainlink / Hadron KYC), Dynamic Tax, slashing / penalty-factor de-correlation, Solana micro-rewards (Ed25519, batch payouts), DAO / Governor / Timelock, WEB3_STRICT_MODE. Routes to CLAUDE.md §1 (12-chain overview) + §6 (web3 gotchas) + the 05_01..05_06 canon (solc One-Home = 05_03), does not restate. Examples: "add a chain integration", "change the minting threshold", "why is a tx stuck in manual_review", "batchMint reverts on dry-run", "edit the slashing penalty", "Solana reward formula / batch payout".
Use when working on the silken_net Rails 'Web2 core' — data models (app/models/ + concerns), the REST API v1 controllers (app/controllers/api/v1/), auth/RBAC (Bearer + salt-bound session cookie, M2M Ed25519, Pundit policies), the non-money services/workers (app/services/, app/workers/), and the MaintenanceRecord / Evidence-Protocol domain. Knows the non-obvious gotchas — role enum prefix:true (role_admin?, NOT admin?; no 'patrol' role exists), the IDOR sibling-guard for client-supplied FKs (foreign-but-existing → 404, missing → 422), the session[:ps] password-salt stamp, M2M token = full org-admin scope (SEC.16), Idempotency-Key → 400 not 422, the webhook HMAC fail-closed pattern, exact HKDF info-strings per owner type, Gateway#online? = config_sleep_interval_s * 1.2, self.primary_key = 'id' on partitioned models, Auditable = after_update_commit + saved_change (NOT AASM after_all_transitions), the FactoryBot initialize_with reuse for Tree's auto-created wallet/calibration. Routes to the 04_01/04_02/04_03/04_0
Use when working on the SSOT docs (docs/NN_NN_*.md) — editing or creating a canon doc, hunting or fixing SSOT drift, adding a docs linter / CI gate, checking where a fact canonically lives, or publishing canon to the GitHub wiki. Operational playbook for docs:check_refs / docs:toc / tracker:check / wiki:sync; defers the STANDARD itself to 00_02 + 00_06. Examples: "edit 03_05", "is this value consistent across the docs?", "add a drift linter", "publish the docs to the wiki", "where does the Lorenz constant live?"
Use when curating the persistent file-based memory (…/memory/MEMORY.md + per-fact *.md) — structuring/grouping the index, removing cruft or duplication, fixing stale index hooks, trimming a bloated index line, or ensuring open action-items in memory are also tracked in 00_07. The HOW lives in .claude/prompts/memory_housekeeping.md; the memory FORMAT standard lives in the system prompt (don't restate). Iron rule: NO AMNESIA — preserve wins over cleanup. Examples: "почисти память", "поструктуруй memory", "повидаляй дублі в памяті", "memory housekeeping", "чи всі to-do з памяті є в 00_07?"
Use when working on the silken_net Code-as-CAD surface — PicoGK voxel/SDF geometry generation in tools/cad/ (the Ti-coin in-vitro coupon, the Zone-1 gyroid anode, the CartesianGyroid SDF, future PEEK Radome) and the CEM (Computational Engineering Model) manifests that drive them. Knows the non-obvious gotchas — render lattices via `new Voxels(IImplicit, BBox3)` + BoolIntersect NOT voxBounding.voxIntersectImplicit (uncatchable native OpenVDB abort at fine voxel on thin bored parts), headless `Library.Go(voxel, task, bEndAppWithTask:true)` not the stale v1.6 `new Library()`, ImplicitRadialGyroid axis-singularity → cartesian gyroid, dimensionless gyroid wallParam + voxel-dependent porosity (MEASURE it), the voxel-resolution floor, ImplicitUsings-ENABLED for vendored LEAP source — and the local-verify discipline (`dotnet run -- verify` → metrics.json, exit 0/1). Routes to 01_02 §6 (PicoGK stack + Noyron methodology) + 01_01 §5 (anchor geometry) + tools/cad/README, does not restate. Examples: "generate the gyroid
Use when working on the silken_net in-silico surface — the EBFC Gen 2.0 Zero-Lab DFT+MD pipeline (tools/in_silico/, silken_md conda env): L1 AlphaFold-3 protein architecture, L2 OpenMM MD, L3 PySCF quantum-chemistry (ΔSCF redox cascade, Hammett mediator series, ZIF-cathode DET, cluster-continuum solvation), L4 kinetics/EIS, plus the Стаття 1 computes, and the 50–56 anchor-mechanics series (Lamé press-fit/thermal stress, pogo Z-stack RSS tolerance, Arrhenius EDLC aging + Kirkendall, bus buckling, per-alloy oxide-DET — lib/mechanics, §02/HW.* machine-half). Operational playbook — the script dependency graph, the hard-won DFT/MD gotchas (no density_fit for Os/Ce, level_shift=0.3 for open-shell metals, never two heavy DFT jobs per CPU, 10K MD pre-relaxation, thermodynamic proton reference for PCET), the conda-lock env, and the cache-is-SSOT discipline; routes to the 01_03 §3.4 + protocols/ebfc/in_silico canon, does not restate results. Examples: "run or add a DFT/MD script", "why does the Os(III) SCF oscillate fo