For AI Agents Update

1. Read README.md for scope and purpose. 2. Read INDEX.md or index.md to find the smallest useful page set. 3. Read TRUST_MODEL.md to understand status, sensitivity, and agent-use labels. 4. Read `GOVERNANCE.m...

Metadata

Field	Value
Source site	llmwikis.org
Source URL	https://llmwikis.org/
Canonical AIWikis URL	https://aiwikis.org/llmwikis/files/raw-system-archives-llmwikis-improvement-processing-2026-05-01-staged-si-8e20f4be/
Source reference	raw/system-archives/llmwikis/improvement-processing/2026-05-01/staged-site-drafts/for-ai-agents-update.md
File type	md
Content category	memory-file
Last fetched	2026-06-22T01:56:21.9510185Z
Last changed	2026-05-01T19:46:40.6838110Z
Content hash	sha256:8e20f4be7a77f7c5a99c0fade3036ddeaddd83e73d297ed4abbc80b0ceb21109
Import status	unchanged
Raw source layer	data/sources/llmwikis/raw-system-archives-llmwikis-improvement-processing-2026-05-01-staged-site-drafts-for-ai-agents-8e20f4be7a77.md
Normalized source layer	data/normalized/llmwikis/raw-system-archives-llmwikis-improvement-processing-2026-05-01-staged-site-drafts-for-ai-agents-8e20f4be7a77.txt

Current File Content

Structure Preview

• Proposed Section For /for-ai-agents/
• Read Order For Agents
• Citation And Uncertainty Rules

Raw Version

---
title: "For AI Agents Update"
target_page: "/for-ai-agents/"
status: "staged section draft"
public_truth: false
---

# Proposed Section For `/for-ai-agents/`

## Read Order For Agents

1. Read `README.md` for scope and purpose.
2. Read `INDEX.md` or `index.md` to find the smallest useful page set.
3. Read `TRUST_MODEL.md` to understand status, sensitivity, and agent-use labels.
4. Read `GOVERNANCE.md` or update rules before changing anything.
5. Read relevant pages and their source traces.
6. Preserve contradictions, stale labels, and unresolved questions.
7. Stop before security, privacy, legal, production, publication, or unsupported-claim boundaries.

## Citation And Uncertainty Rules

- Cite source paths, page slugs, or canonical URLs for claims that matter.
- Do not collapse conflicting sources into a single confident answer.
- Do not upgrade a draft, proposal, historical, or needs-review page into current truth.
- Do not use private raw source material in public drafts without a reviewed, sanitized summary.
- Mark vendor capability claims "verify before publishing" unless a dated official source has been checked.

Why This File Exists

This is a memory-system evidence file from llmwikis.org. It is shown here because AIWikis.org is demonstrating the real source files that make the UAIX / LLM Wiki memory system work, not only summarizing those systems after the fact.

Role

This file is memory-system evidence. It records source history, archive transfer, intake disposition, or another piece of provenance that should be retrievable without becoming an unsupported public claim.

Structure

The file is structured around these visible headings: Proposed Section For /for-ai-agents/; Read Order For Agents; Citation And Uncertainty Rules. Those headings are retrieval anchors: a crawler or LLM can decide whether the file is relevant before reading every line.

Prompt-Size And Retrieval Benefit

Keeping this material in a separate file reduces prompt pressure because an agent can load this exact unit only when its role, source site, category, or hash is relevant. The surrounding index pages point to it, while this page preserves the full content for audit and exact recall.

How To Use It

• Humans should read the metadata first, then inspect the raw content when they need exact wording or provenance.
• LLMs and agents should use the source site, category, hash, headings, and related files to decide whether this file belongs in the active prompt.
• Crawlers should treat the AIWikis page as transparent evidence and follow the source URL/source reference for authority boundaries.
• Future maintainers should regenerate this page whenever the source hash changes, then review the explanation if the role or structure changed.

Update Requirements

When this source file changes, update the raw source layer, normalized source layer, hash history, this rendered page, generated explanation, source-file inventory, changed-files report, and any source-section index that links to it.

Related Pages

• Source overview
• Site file index
• Site report index
• UAI system index
• Source provenance
• Site directory
• Organization reports

Provenance And History

• Current observation: 2026-06-22T01:56:21.9510185Z
• Source origin: current-source-workspace
• Retrieval method: local-source-workspace
• Duplicate group: sfg-671 (primary)
• Historical hash records are stored in data/hashes/source-file-history.jsonl.

Machine-Readable Metadata

{
    "title":  "For AI Agents Update",
    "source_site":  "llmwikis.org",
    "source_url":  "https://llmwikis.org/",
    "canonical_url":  "https://aiwikis.org/llmwikis/files/raw-system-archives-llmwikis-improvement-processing-2026-05-01-staged-si-8e20f4be/",
    "source_reference":  "raw/system-archives/llmwikis/improvement-processing/2026-05-01/staged-site-drafts/for-ai-agents-update.md",
    "file_type":  "md",
    "content_category":  "memory-file",
    "content_hash":  "sha256:8e20f4be7a77f7c5a99c0fade3036ddeaddd83e73d297ed4abbc80b0ceb21109",
    "last_fetched":  "2026-06-22T01:56:21.9510185Z",
    "last_changed":  "2026-05-01T19:46:40.6838110Z",
    "import_status":  "unchanged",
    "duplicate_group_id":  "sfg-671",
    "duplicate_role":  "primary",
    "related_files":  [

                      ],
    "generated_explanation":  true,
    "explanation_last_generated":  "2026-06-22T01:56:21.9510185Z"
}