AGENTS.md@docs/manuscript is agent-read markdown (agents) from docxology/template.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# docs/manuscript/ — agent notes
Layout map: one file, [MANUSCRIPT_STATUS.md](MANUSCRIPT_STATUS.md) — the
2026-08-29 docs-audit receipt explaining that this infrastructure checkout
hosts exemplar manuscripts but publishes none itself.
Invariants: do not promote this directory into a research manuscript; those
belong to Layer-2 exemplars. If a publication target ever applies here,
update MANUSCRIPT_STATUS.md and the audit it cites. See
[../../AGENTS.md](../../AGENTS.md).
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
GET https://markdownregistry.com/api/v1/artifacts/art_byp4k6ahs3kvdom5
GET https://markdownregistry.com/api/v1/resolve?ref=docxology/template/docs/manuscript/AGENTS.md
GET https://markdownregistry.com/api/v1/blob/a2f3ec867eba88d0b2257cb113c0f8add1fff48ab15739c9b1bb162a67bf4ade
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
docxology/template · .agents/skills/advanced-evaluation/SKILL.md · This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison…
docxology/template · .agents/skills/bdi-mental-states/SKILL.md · This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions…
docxology/template · .agents/skills/context-compression/SKILL.md · This skill should be used when long-running agent sessions need context compression, structured summarization…
docxology/template · .agents/skills/context-degradation/SKILL.md · This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context…
docxology/template · .agents/skills/context-fundamentals/SKILL.md · This skill should be used to explain or reason about the foundational concepts of context engineering: what context is…
docxology/template · .agents/skills/context-optimization/SKILL.md · This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache…
docxology/template · .agents/skills/evaluation/SKILL.md · This skill should be used when building agent evaluation systems: deterministic checks, regression suites…
docxology/template · .agents/skills/filesystem-context/SKILL.md · This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading…
docxology/template · .agents/skills/harness-engineering/SKILL.md · This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and…
docxology/template · .agents/skills/hosted-agents/SKILL.md · This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding…