> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/docsfab/reference/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/docsfab/_mcp/server.

# Reference

## Docs

- [DocsFab Architecture](https://docs.nvidia.com/docsfab/reference/architecture.md): Look up DocsFab job admission, workspace and delivery boundaries, entry surfaces, and integration contracts.
- [DocsFab Support Matrix](https://docs.nvidia.com/docsfab/reference/support-matrix.md): Review DocsFab platform coverage, tested models, and detailed hardware, software, network, and access prerequisites.
- [DocsFab Security Reference](https://docs.nvidia.com/docsfab/reference/security-and-trust.md): Look up DocsFab command isolation, data retention, proxy, credential, refusal, and evidence-projection contracts.
- [DocsFab Status and Configuration Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration.md): Look up DocsFab implementation boundaries, runtime commands, configuration, and model-profile approval state.
- [DocsFab Implementation Status](https://docs.nvidia.com/docsfab/reference/status-and-configuration/implementation-status.md): Distinguish implemented and tested DocsFab capabilities from integrated, planned, and release-blocked behavior.
- [DocsFab CLI Command Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/runtime-cli-and-configuration.md): Look up the DocsFab command groups and their authority boundaries. Run `docsfab help <command>` for the exact options in your installed version.
- [DocsFab Project Configuration Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/project-configuration.md): Look up tracked `.docsfab.json` fields, documentation roots, and the authority rules for instruction files and hidden targets.
- [DocsFab Host Environment Variables](https://docs.nvidia.com/docsfab/reference/status-and-configuration/environment-variables.md): Look up environment variables that select private storage, retry behavior, and host configuration. Keep credential values outside the repository.
- [Human Output and JSON in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/human-output-and-json.md): Choose human-readable or `--json` output for a DocsFab command and read its shape.
- [Request Interpretation in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/request-interpretation.md): How DocsFab reads a documentation request once before the first workflow step, records its reading, and when that reading stops a run.
- [Installed Execution Compositions in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/execution-compositions.md): Look up the installed DocsFab model and serving-route records. To select one, follow Select an Installed Composition. To change its defaults, follow Override Model Settings.
- [DocsFab Model Profile Field Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/model-profile-fields.md): Look up every field DocsFab requires for a loadable model profile, whether docsfab setup materializes it, and how to check this table against source.
- [Model Setting Precedence in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/model-settings.md): Look up model setting names, configuration precedence, reasoning behavior, and recorded provenance. For the procedure, follow Override Model Settings.
- [Endpoint Compatibility Reference in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/endpoint-compatibility.md): Look up the compatibility checks and verdicts shared by `docsfab profile probe --live` and `docsfab doctor --live`.
- [Model-Profile Approval in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/model-profile-approval.md): Distinguish the current approval-bundle schema (version 1) from target model, route, harness, and qualification composition.
- [Model Evidence Routes in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/model-evidence-routes.md): Look up the evidence and approval boundaries of model serving routes and execution harnesses.
- [Composition Execution Budgets in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/execution-budgets.md): Look up how provider-turn, time, response-byte, and cumulative-token budgets combine for a composition execution attempt.
- [Tool Result Limits and Recall in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/tool-result-limits.md): Look up the size, retention, and recall contract for tool results returned to a model.
- [Provider and Step Retries in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/provider-retries.md): Look up which provider failures and response refusals can be retried, which budget pays for them, and how write settlement constrains a retry.
- [Model Answer Continuation in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/answer-continuation.md): Look up how empty replies, length stops, and cumulative output authority affect a model answer.
- [Read-Loop Supervision in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/read-loop-supervision.md): Look up how repeated reads and answer reserves end a model attempt or ask it to conclude.
- [DocsFab Live Agent Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/live-agent.md): Look up session invocation, flags, workflow-request binding, and activity labels. Start with the Live Agent Quickstart.
- [Autonomy Authorization Window in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/autonomy-window.md): Look up the configured and requested authorization windows for an autonomous cycle.
- [DocsFab Run Index Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/query-failures-across-runs.md): Look up DocsFab run index commands, row populations, supported fields, import behavior, and index limits.
- [DocsFab Diagnosis Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/diagnose-failed-runs.md): Look up diagnosis lines, owner classes, causes, recurrence accounting, and JSON fields. To investigate a failure, follow Diagnose a Failed Run.
- [Retry Evidence in Saved DocsFab Runs](https://docs.nvidia.com/docsfab/reference/status-and-configuration/retry-evidence.md): Look up the RETRIES, rejected-reply, model telemetry, and failure-class fields shown by saved-run readers.
- [Stop Classes in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/stop-classes.md): Look up each DocsFab stop class, how to recognize it, and the next action that unblocks it, plus the closed list of failure classes.
- [DocsFab Operator Error Envelope](https://docs.nvidia.com/docsfab/reference/status-and-configuration/operator-error-envelope.md): Look up the DocsFab operator error envelope schema and situation-class docs anchors.
- [Tracked Source Evidence Reference in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/source-evidence.md): Look up tracked source binding, immutable extraction, citation tools, supported formats, and read-budget behavior. For the procedure, follow Select Source Evidence.
- [Documentation Validation Reference in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/document-validation.md): Look up the structural validation contract for documentation candidates and Content IR source support.
- [Documentation Generator Capabilities in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/generator-capabilities.md): Look up the supported structural observations and validation limitations for each documentation generator.
- [Operational Limit Definitions in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/operational-limits.md): Look up catalog defaults, startup validation, and the limit family relevant to a refusal. To inspect effective values, follow Inspect Operational Limits.
- [Source Acquisition Limits in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/source-acquisition-limits.md): Look up source-read, extraction, repository inventory, workspace export, and first-pass evidence budgets.
- [Repository Text Index Limits in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/repository-text-index.md): Look up text-index inclusion rules, byte budgets, and incomplete-index reporting.
- [Artifact and Run-Record Size Limits in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/artifact-limits.md): Look up artifact, retention-graph, and saved-record byte bounds.
- [Context Packet Budgets in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/context-packet-budgets.md): Look up the budgets used to assemble and present bounded workflow context.
- [Configured-Credential Matching Limits in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/credential-matching-limits.md): Look up exact configured-credential matching budgets and refusal behavior.
- [Slack Output Limits in DocsFab](https://docs.nvidia.com/docsfab/reference/status-and-configuration/slack-output-limits.md): Look up message chunking, question evidence, and replay-window budgets for hosted Slack output.
- [DocsFab Recovery State Reference](https://docs.nvidia.com/docsfab/reference/status-and-configuration/recovery-and-migration.md): Look up the durable state included in a deployment recovery bundle, its storage backend, and its authority boundaries. For procedures, follow Back Up and Restore Local State or Restore a Deployment.
- [DocsFab Knowledge and Delivery Reference](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery.md): Find the contracts that govern product-knowledge records and delivery through GitLab and Fern.
- [Git History Tools in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/git-history-tools.md): Read what a planner or writer step can learn from local git history, how each read is bounded and cited, and the codes a refused read records.
- [Knowledge Contracts in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/knowledge.md): Look up DocsFab knowledge commands, source-thread records, and reference-model artifacts.
- [DocsFab Knowledge CLI](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/knowledge/knowledge-cli.md): Look up commands and options for the local DocsFab knowledge-gathering control plane.
- [Source-Thread Registry in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/knowledge/source-thread-registry.md): Look up the canonical source-thread records, artifact representations, event ledger, and validation commands.
- [Reference-Model Package in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/knowledge/reference-model-package.md): Look up the directory layout and required records for an immutable DocsFab product reference-model version.
- [Delivery Contracts in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/delivery.md): Look up DocsFab GitLab mailbox, candidate proposal, convergence, and freshness contracts.
- [GitLab Host Mailbox in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/delivery/gitlab-host-notification.md): Look up the current GitLab mailbox contracts and provider-neutral merge-request change-event intake.
- [Reviewed Documentation Candidate Proposals in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/delivery/documentation-delivery.md): Look up the trusted-host contract for proposing an independently reviewed candidate as a GitLab draft merge request. For this repository's Fern preview, follow Preview the Documentation Site.
- [Documentation Convergence and Freshness in DocsFab](https://docs.nvidia.com/docsfab/reference/knowledge-and-delivery/delivery/documentation-convergence.md): Understand how DocsFab keeps source threads, models, documentation, and quality evidence aligned.
- [DocsFab Quality Reference](https://docs.nvidia.com/docsfab/reference/quality.md): Look up DocsFab quality constraints, role coverage, and skill behavior contracts.
- [Documentation Constraint Evidence in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/documentation-constraint-evidence.md): Check which cross-layer quality constraints apply to the current DocsFab Fern documentation and what evidence is still missing.
- [Quality Roles and Capability Coverage in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/quality-roles-and-capabilities.md): Look up DocsFab quality functions, provider rules, skills, and implementation boundaries.
- [Skill Behavior Contracts in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills.md): Look up the eight documentation skills and their current runtime bindings.
- [Planning and Authoring Skills in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/plan-and-author.md): Look up the DocsFab skill contracts that plan, write, and polish documentation.
- [Plan Documentation Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/plan-and-author/plan-documentation.md): Produce an approval-ready documentation plan, locate pages from the NVIDIA documentation template set table of contents, and perform conditional SRD intake.
- [Write Documentation Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/plan-and-author/write-documentation.md): Create or edit documentation, including focused polish, within approved scope.
- [Checking and Review Skills in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/check-and-review.md): Look up the DocsFab skill contracts for deterministic checks, technical verification, and independent review.
- [Lint Documentation Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/check-and-review/lint-documentation.md): Run repository-native deterministic and policy-based documentation checks.
- [Verify Technical Accuracy Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/check-and-review/verify-technical-accuracy.md): Verify consequential claims, procedures, commands, examples, APIs, versions, and boundaries.
- [Review Documentation Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/check-and-review/review-documentation.md): Perform a clean non-author editorial, structural, and usability review.
- [Assessment and Evaluation Skills in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/assess-and-evaluate.md): Look up the DocsFab skill contracts for documentation-set audits, audience testing, and quality evaluation.
- [Audit Documentation Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/assess-and-evaluate/audit-documentation.md): Audit a focused Markdown target or a documentation set against repository evidence without editing files.
- [Test Audience Understanding Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/assess-and-evaluate/test-audience-understanding.md): Collect controlled human or clean-agent evidence of comprehension and mental-model transfer.
- [Evaluate Document Quality Skill in DocsFab](https://docs.nvidia.com/docsfab/reference/quality/skills/assess-and-evaluate/evaluate-document-quality.md): Apply layered evidence, selected rubrics, and hard gates without editing the document.
- [Workflow Contracts in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts.md): Look up the fixed DocsFab workflow compositions for review, template audit, creation, update, and restructuring.
- [Review Documentation Workflow in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts/review-documentation.md): Run the fixed read-only DocsFab workflow that audits, checks, verifies, reviews, tests, and evaluates a documentation set.
- [Create Documentation Workflow in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts/create-documentation.md): Create source-grounded documentation with one bounded correction, independent checks, and retained local patches.
- [Update Documentation Workflow in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts/update-documentation.md): Run the fixed DocsFab workflow that authors a bounded update or independently verifies that current guidance needs no change.
- [Restructure Documentation Workflow in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts/restructure-documentation.md): Run the fixed DocsFab workflow that inventories, plans, restructures, validates, reviews, and evaluates a documentation set.
- [Audit Documentation Workflow in DocsFab](https://docs.nvidia.com/docsfab/reference/workflow-contracts/audit-documentation.md): Run the fixed read-only DocsFab workflow that checks every documentation page against its governed template without calling a model.
- [DocsFab Review JSON Result Reference](https://docs.nvidia.com/docsfab/reference/workflow-contracts/review-json-result.md): Look up the machine-readable review result, report artifacts, and retained evidence boundaries.