DaxxSec/cognitropy-lab

DaxxSec/cognitropy-lab

Command Claude Code

Verify that parts are fully amorphous (XRD halo / DSC residual enthalpy / TEM) and set a sampling plan sized so verification does not become the line's new bottleneck.

DaxxSec/cognitropy-lab

Command Claude Code

Compare the cooling rate a given mold and part geometry can actually deliver against the alloy's critical cooling rate Rc — the per-mold capacity envelope that says how thick a section this route can freeze amorphous.

DaxxSec/cognitropy-lab

Command Claude Code

Model the crystallized volume fraction along a real (non-isothermal) thermal path using JMAK, then convert it into a first-pass yield — the quality term in yield-adjusted capacity.

DaxxSec/cognitropy-lab

Command Claude Code

Extract the characteristic temperatures every downstream capacity model needs — Tg, Tx, Tp, Tm, Tl — and the derived ΔTx and supercooled-liquid region from a differential scanning calorimetry (DSC) scan.

DaxxSec/cognitropy-lab

Command Claude Code

Score an alloy's glass-forming ability and translate the score into a maximum castable thickness — the capacity feasibility envelope that decides which parts the alloy can make amorphous at all.

DaxxSec/cognitropy-lab

Command Claude Code

Derive the crystallization activation energy and Avrami parameters from multi-heating-rate DSC — the kinetic constants that turn "it will eventually crystallize" into a clock the yield and TPF-window models can read.

DaxxSec/cognitropy-lab

Command Claude Code

Build a capacity / bottleneck model of the casting line (melt → flux → cast → quench → demold → TPF → QA) and name the binding constraint — which may be a machine or the crystallization clock.

DaxxSec/cognitropy-lab

Command Claude Code

Specify melt preparation — charge purity, atmosphere, superheat, and fluxing — to suppress heterogeneous nucleation, the single most common destroyer of GFA and therefore of yield and capacity.

DaxxSec/cognitropy-lab

Command Claude Code

Reconcile GFA-limited castability against a demand forecast to produce a capacity-constrained product mix — what to make, in which alloy, and what to defer or redesign.

DaxxSec/cognitropy-lab

Command Claude Code

Compute the thermoplastic-forming (TPF) time–temperature processing window — the per-heat time budget in the supercooled-liquid region before crystallization onset — and convert it into a parts-per-heat throughput.

DaxxSec/cognitropy-lab

Command Claude Code

Decide and stage a breaking change to an existing operation by fusing the four most-decisive sources for sunset decisions: telemetry (who calls it), tickets (who is hurt), standards (does the replacement align), corpus (is the replacement consistent). Outputs a deprecation + migration plan with an impact table.

DaxxSec/cognitropy-lab

Command Claude Code

Adjudicate a single CONFLICT block from a fusion brief. Produces a memo with the decision, the rationale, and the alternative that was rejected, so the next engineer doesn't relitigate. One memo per conflict.

DaxxSec/cognitropy-lab

Command Claude Code

Pull signals from every accessible source class for a target resource or operation and emit a fusion brief — the structured input every later command consumes. The single most important command in this workspace.

DaxxSec/cognitropy-lab

Command Claude Code

Enumerate and characterise the six intelligence fusion source classes available for a target API surface. First command run on any new surface; refresh quarterly. Outputs the source dossier that every subsequent fusion brief references.

DaxxSec/cognitropy-lab

Command Claude Code

Convert a resolved fusion brief into an OpenAPI 3.1 specification, preserving per-element provenance as x-provenance annotations. Runs after /fuse-requirements and any required /contradiction-resolve rounds.

DaxxSec/cognitropy-lab

Command Claude Code

Measure a drafted spec's conformance to current standards (OpenAPI 3.1, JSON Schema 2020-12, RFC 9457, RFC 8288, RFC 7234/9111) and produce a remediation list. Runs before every internal review and before publishing externally. Designed to catch unconscious drift, not to overrule deliberate adjudications.

DaxxSec/cognitropy-lab

Command Claude Code

Given any element in an existing OpenAPI document — a path, method, parameter, response, schema — produce the source chain that justifies it. Used for internal review, audit response, and incoming-engineer onboarding.

DaxxSec/cognitropy-lab

Command Claude Code

Derive system-specific anomaly detection thresholds from stable historical readings.

DaxxSec/cognitropy-lab

Command Claude Code

Evaluate nitrifying bacteria health, nitrogen cycle efficiency, and biofilter capacity.

DaxxSec/cognitropy-lab

Command Claude Code

Comprehensive water chemistry evaluation including parameter interactions, mineral balance, and plant nutrient availability.

DaxxSec/cognitropy-lab

Command Claude Code

Deep-dive differential diagnosis for a specific parameter anomaly.

DaxxSec/cognitropy-lab

Command Claude Code

You are initializing the Aquaponics Anomaly Monitor workspace for a new operator's specific system.

DaxxSec/cognitropy-lab

Command Claude Code

Generate a structured health report for the aquaponics system.

DaxxSec/cognitropy-lab

Command Claude Code

Run a full three-tier anomaly detection scan on current sensor readings.