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Teleodynamic AI resource-bounded learning research

v3.105.0 · restricted agents · memory exports

Restricted-Agent Memory Export Safe Read Order Dashboard

Static reviewer-facing safe read order dashboard for restricted agents and human reviewers reading Teleodynamic.com memory/export files in the safest sequence without read-order automation.

1. /agent-start/

First stop for limited agents; establishes safe read order, no-op rules, and human-review boundaries.

Restricted-agent suitability: high

Token/size caution: short orientation route; safe for L0/L1 agents

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

2. /ai-summary/

Compact human/machine summary after boundaries are known.

Restricted-agent suitability: high

Token/size caution: short summary route; safe after /agent-start/

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

3. /claim-boundary-faq/

Claim-boundary FAQ for forbidden claims, caveats, and no-widening rules.

Restricted-agent suitability: high

Token/size caution: moderate route; stop if caveats cannot be preserved

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

4. /ecosystem-overlay/

Domain-lane map so agents do not merge Teleodynamic.com authority with UAIX, Carcinus, Neurokinetic, or other sites.

Restricted-agent suitability: high

Token/size caution: moderate route; stop on cross-domain ambiguity

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

5. .uai/exports/manifest.json

Machine-readable inventory of current exports and source-routed memory surfaces.

Restricted-agent suitability: medium

Token/size caution: JSON; restricted agents should read only summary fields and route pointers

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

6. .uai/exports/llms.txt

Compact LLM-readable memory export intended for lower-capability agents.

Restricted-agent suitability: high

Token/size caution: compact text; preferred over llms-full for restricted agents

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

7. .uai/exports/llms-full.txt

Full memory export for capable agents that can handle larger context.

Restricted-agent suitability: low

Token/size caution: large file; restricted agents should no-op or request human review if context is insufficient

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

8. /docs/long-term-source-document-index.md

Long-term source index for imported source research and guidance documents.

Restricted-agent suitability: medium

Token/size caution: index file; follow only needed source routes

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

9. /docs/current-file-memory-map.md

Human-readable map of current docs, source research, .uai memory, manifests, exports, and validation coverage.

Restricted-agent suitability: medium

Token/size caution: reviewer-oriented; safe but may be too broad for L0 agents

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

10. assets/data/ai-agent.json

AI discovery metadata describing safe machine-reader entry points and boundaries.

Restricted-agent suitability: medium

Token/size caution: JSON; use as metadata only, not a command surface

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

11. /memory-export-manifest-integrity-dashboard/

v3.104.0 integrity dashboard for comparing export manifest surfaces and restricted-agent boundary fields.

Restricted-agent suitability: medium

Token/size caution: reviewer dashboard; safe after compact orientation is complete

No-op triggers: Required caveats cannot be preserved; Route or file is missing after deployment; Agent cannot distinguish source guidance from executable command; Token budget is insufficient for the full content

Human-review triggers: Any claim appears wider than the source route; Any GET-Action or POST action looks executable on Teleodynamic.com; Cross-domain ownership or authority is unclear; Restricted agent cannot retain no-op boundaries

Preserved boundaries

  • No runtime AI behavior
  • No model training
  • No live crawling
  • No telemetry loops
  • No agent execution
  • No endpoint execution
  • No credential validation
  • No private-network probing
  • No remote-site writes
  • No webhooks
  • No tunnel opening
  • No screenshot automation
  • No rollback automation
  • No correction automation
  • No sign-off automation
  • No publication automation
  • No archive automation
  • No completeness automation
  • No decision automation
  • No receipt automation
  • No verification automation
  • No completion automation
  • No memory automation
  • No manifest automation
  • No read-order automation
  • No GET-Action execution
  • No POST automation
  • No safety certification
  • No consciousness claim
  • No biological-equivalence claim
  • No medical/therapy claim
  • No command-and-control claim over other domains

Route visual identity

Restricted-Agent Memory Export Safe Read Order Dashboard

Layered safe read order for restricted agents from agent-start through compact exports and reviewer dashboards.

This is a static local diagram for recognition and orientation. It does not claim proof, certification, exact translation, deployment-safety assurance, or merged authority between sites.

Layered safe read order for restricted agents from agent-start through compact exports and reviewer dashboards.
Restricted-Agent Memory Export Safe Read Order DashboardStatic local diagram

Deep route polish

Restricted-Agent Memory Export Safe Read Order Dashboard

Safe read order for limited agents consuming Teleodynamic.com memory/export files.

Written narrative

The page front-loads boundary routes and compact memory exports before large or reviewer-heavy files, so restricted agents can no-op before context loss or claim widening.

Concrete example

An L1 agent reads /agent-start/ and .uai/exports/llms.txt before trying llms-full; if token budget is insufficient, it no-ops and asks for human review.

Restricted-Agent Memory Export Safe Read Order Dashboard comparison notes
FocusWhat to inspect

Evidence note

This is static guidance only; it does not execute or automate reads.