Cannabis cultivation operations · evidence before certainty

Turn crop reality into the next defensible operating state.

CanopyOps structures observations, measurements, calculations, assumptions, facility constraints, and unresolved questions into crop plans, incident workups, harvest reviews, CAPA, runbooks, and handoffs that accountable people can actually inspect.

Advisory decision support for lawful cultivation · Human authority remains explicit · No direct control

A clean controlled-environment cultivation room with orderly crop rows, irrigation infrastructure, sensor equipment, and cool inspection light across the canopy.

Current distribution status

One operating method. Two explicitly bounded package lines.

CanopyOps keeps the repository-native source/plugin line separate from the later portable bundle so version numbers cannot borrow evidence from one another.

v0.1.5

Repository-native source and plugin

Use this line for the direct GitHub marketplace commands, root source tree, root tests, branded plugin, and repository-native Claude upload.

Evidence: v0.1.5 release checks and custody at their recorded cutoff
v0.1.6

Settled portable bundle

Use this line for one self-verifying ZIP with Codex and Claude payloads, detached checksums, a package manifest, and package-specific documentation.

Evidence: static package structure and byte custody, not host activation or field behavior

Do not mix files across versions. Package presence, installation, discovery, invocation, tool health, useful behavior, authority, and verified outcome are separate states.

One crop room, nine different evidence states

Do not let a polished sentence erase what is known—and what is not.

CanopyOps keeps state labels attached because a measured value, a calculated derivative, an interpretation, and an approved action do not carry the same authority.

Observed Measured Calculated Assumed Interpreted Recommended Approved Executed Verified

A claim may move forward only when the evidence, method, owner, authority, and verification condition move with it.

Enter through the live cultivation need

Five operating routes. One evidence discipline.

01

Plan the room and crop

Turn facility limits, stage, cultivar information, targets, measurement methods, and open decisions into a reviewable crop plan.

Outputs: facility profile · crop profile · crop plan · room runbook
02

Diagnose without pet theories

Preserve competing explanations, rank evidence by decision value, and prefer reversible containment while cause remains unresolved.

Outputs: incident workup · evidence gaps · containment · CAPA
03

Calculate transparently

Show inputs, units, formulas, methods, timing, crop stage, and interpretation for VPD, DLI, irrigation, dryback, runoff, EC, and pH.

Outputs: reproducible calculation · comparison · method caveat
04

Review harvest and quality

Separate readiness evidence, drying conditions, interpretation, unresolved holds, and the authority still required before release.

Outputs: harvest review · drying log · hold list · release-prep brief
05

Govern the operation

Align records with facility SOPs, current labels, jurisdiction sources, laboratory evidence, named owners, and explicit approval gates.

Outputs: compliance brief · risk register · decision record · shift handoff

The operating kernel

A number is not yet a decision.

Method, unit, time, sensor location, crop stage, applicable target, and approval determine what a value can legitimately support.

COMPARISON VALUE

Useful for orientation

A supplied target, remembered range, vendor suggestion, or prior-room value may help compare direction and magnitude.

  • Source may be incomplete
  • Stage or scope may be unclear
  • Tolerance may be absent
  • No operating authority is implied

ACTIVE TARGET

Applicable to an operating decision

The source, crop stage, location, tolerance, measurement method, and accountable approval are established for the live decision.

  • Exact applicability is named
  • Method and units are reproducible
  • Owner and authority are visible
  • Verification or reopen condition exists
1

Inspect

Read the logs, observations, files, and existing artifacts before proposing a theory.

2

Bound

Name the facility, stage, time window, methods, constraints, authority, and consequential unknowns.

3

Compare

Normalize units, reproduce calculations, and distinguish comparison values from approved targets.

4

Reason

Retain live explanations and connect each interpretation to the evidence that earns it.

5

Decide

Package the proposed action, uncertainty, owner, scope, consequences, and approval gate.

6

Verify

Observe the result, record what changed, and reopen the decision when its conditions are breached.

Readable operating memory

Artifacts designed for the next human in the chain.

Facility profile Crop profile Crop plan Incident report Compliance verification CAPA record Risk register Room runbook Crop walk Drying log Cultivation decision Shift handoff

Primary formats are readable Markdown, CSV, and JSON. Deterministic utilities support calculations, normalization, validation, packaging, and freshness checks when Python is available.

Advice does not become authority by sounding certain

The governing sources stay above the model.

01Emergency and life-safety procedures

02Approved product labels and safety data

03Current statutes, regulations, and issuing regulators

04Facility SOPs and licensed operating policies

05Qualified laboratory results and methods

06Equipment documentation and qualified professionals

07Accountable humans acting within their authority

Start with the room as it actually is

Bring observations, logs, constraints, or a proposed change.

Diagnose this cannabis crop incident from my logs and observations. Start with the evidence, preserve competing explanations, and recommend only reversible containment until the cause is supported.
Build a crop plan from this room, cultivar, facility profile, and operating constraints. Separate supplied targets from approved active targets and show the decisions that still need an accountable owner.
Review this batch for harvest readiness. Separate measured evidence, interpretation, unresolved holds, and the approvals required before any release decision.