axm-tools

Small, zero-maintenance tools. GitHub Actions for compute, committed JSON for state, static pages for the interface.
The shelf
Claims about compute, filed side by side so a stranger can see what each supports and what it does not. A five-question card format, a checker with no dependencies, a mechanical "which cards can support this question" answer, refusal of compositions the evidence does not license, and a pull rule that imports other people's shelves as candidates. Nothing ranks. Runs in the browser from committed plain text.
Open the shelf →
Research Desk: benchmark to client recommendation
Open a working example, change a grading rule, see which conclusions need review, and keep both report versions. Compare supplied task costs and commercial evidence; save a single-file offline copy for private work.
Open the example and handoff
Second Run Compute
Compare allocation prices, ownership and repeat-work scenarios. Connect to a local workload instrument, retain its qualified results and reprice a decision without rerunning the workload. Provider-neutral desk; measured results remain bound to their instrument evidence.
Open the compute desk →
Hot Aisle · Workload Report
Prepare and approve a bounded evaluation, retain its trials and publish an immutable local qualified record. Integrates with the Compute desk through the record and sealed evidence; the runnable demonstration uses labeled synthetic fixtures.
Build a workload report →
MiMo · One GPU at a Time
Prepare an inspectable single-GPU experiment while keeping the full checkpoint and original benchmark protocol. Copy the local-agent handoff, review the source and record actual memory, load and score evidence. Hardware inspection precedes a separate loading approval; no automatic model download or result upload.
Prepare the local test →
Own the Learning Loop
A public 12-month lead playbook for local-first adaptive AI. Start with terminal outcomes, capture replayable traces, build frozen evals, route by workload, adapt only stable skills, and promote with a receipt and rollback target. Includes an interactive local plan generator and portable schemas.
Build the learning loop →
Procedure Reuse · Browser Interoperability Test
One disposable task in four browser states. Check valid reuse, harmless layout drift, changed action meaning and a false success message. Includes a pinned Hronaut prompt, local receipt export and separately attributed reference-browser results. No shared accounts or machine access.
Open the interoperability test →
Who captures the value of open AI?
Free public-source research on open and closed AI economics, with an editable cost-per-successful-task calculator. Inspect the assumptions, apply a separate quality gate, and download the report, source files and dated evidence ledger. Runs locally without an account or analytics.
Read the report + use the calculator →
Manzanita Works · Working Model
The public-safe front door for the Manzanita estate. Start with one concrete problem, follow the common path from signal through closure and learning, identify the five organization-owned pilot gates, and export a bounded no-effect preparation packet that preserves every unresolved fact and grants no institutional, participant, field, spend, assignment, representation, or program authority.
Open the working model →
Manzanita Works · Photographic Place Fabric
A public-safe place fabric built around retained photographic donors, seven genuine apertures, image-registered environmental conditions, five operational seats, assistance-first horticultural and wildfire remediation, and a firewall against converting prevention context into automatic insurance denial or punitive property scoring.
Open Manzanita Works →
Manzanita Works · Operating Fabric Dreamboard
A public-safe interactive strategy board that maps tools, time, talent, pilotage, mobility, prevention and support, stewardship, and money into one institutional substrate. The fundraising dashboard remains a useful subordinate lens rather than the organization’s identity, authority, or durable record.
Open the Operating Fabric →
Essential Attention · FAB Operating Desk
The local operating desk for the aftermath of FAB Meeting #1. Start with one recommended action, then move through seven searchable records, five bounded decisions, local evidence custody, and a three-step handoff without releasing an external effect.
Open the FAB operating desk →
Clinical Site Fabric
A local multi-protocol clinical-site workbench. Drop de-identified CSV, JSON, NDJSON, model-certificate reports, or any source artifact; the browser hashes every file, reconstructs site-level protocol and authority objects, separates sponsor projections, preserves GLP-1 exit uncertainty, and exports a provider-loss packet without uploading source bytes.
Open the clinical-site workbench →
Case Zero · Tier Desk × RedCat
A local external-qualification workbench for one failed client engagement. Drop a folder or selected files; the browser hashes the surviving record, exposes credential and PII-shaped holds, shows the ten bounded reconstruction jobs, and exports body-free or pseudonymized review packets without uploading source files or contacting the client.
Open the Case Zero workbench →
Venture Spine · Pelagos Governance Layer
A public-safe, local-first operating layer for hard-technology companies whose relationships, instruments, claims, evidence, rights and authority are moving faster than founder memory. The Pelagos cartridge reconstructs the visible company state, exposes only the private invariants Pelagos must authoritatively correct, and cannot send, sign, pay, publish, schedule, accept, represent, procure or transfer controlled data.
Open the Pelagos Governance Layer →
AXM Witness Department Ledger 0.9.2
A department-controlled local export-ledger pilot for authorized Flock-shaped exports. It preserves exact source bytes, signs evidence and rationale-bearing human decisions, detects source and state tampering, supports encrypted full-ledger backup and same-key restoration, interrupted-import recovery, duplicate refusal, and replacement lineage. The native release qualification passes 30 of 30 controls; upstream delivery completeness remains outside the ledger. The display adds a persistent light/dark theme toggle, with dark as the first-run default.
Open AXM Witness →
AXM × Polybolos Stable Evidence Contract
A local evidence contract for denied communications. Producer files become a professional source-bound demonstration and permanent receipt. Mark’s completed fifteen-decision scenario stays complete; stronger authority, operator, lease, restart, detection, and reconciliation claims use optional tests frozen before execution. The public release is sanitized, and private source bytes enter exports only by explicit opt-in.
Open the evidence contract →
AXM OSW Equipment Evidence Challenge
A runnable left-to-right sandbox competition boundary: ordinary inventory, maintenance, and due-in exports become an evidence-cited finding on physical availability. Five synthetic files are built in; sponsor files stay local in the browser. One HTML file, zero network requests, no production credentials or source-system write-back.
Run the challenge →
Organ Evolution Evaluation Surface
A local-only estate workbench for comparing retain, harden, split, merge, graft, commoditize, replace, dormancy, and retirement proposals. It keeps function, authority, evidence, motivation, credit, suppliers, migration, and succession separate, then runs explicit stress cases before a decision can be recorded.
Open the workbench →
PTA Legislation Tracker
District-first legislation watch for an Arcadia USD K-6 campus — nightly fetch, relevance filter, and a one-click monthly board report. Built for the Holly Avenue Elementary PTA.
Open the tracker →
Reference · not a tool — AXM identity & house style: the pixel-dandelion mark, its palette and type, and the provenance law that governs them.
Breakout Parity: a versioned concept-prior and falsification surface for a post-deterrence control architecture.