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[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-managed-devices-llm` that loads managed devices from Gr...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a devices agent for OpenAdminOS: read managed devices (fields: id, deviceName, operatingSystem, com...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-managed-devices-llm-scheduled` that loads managed devic...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-managed-devices-count-llm` that loads managed devices f...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-managed-devices-count-llm-scheduled` that loads managed ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-managed-devices-sort-llm` that loads managed devices fro...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-managed-devices-sort-llm-scheduled` that loads managed ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-managed-devices-count-sort-llm` that loads managed devic...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-managed-devices-count-sort-llm-scheduled` that loads ma...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-managed-devices-list` that loads managed devices from Gr...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-managed-devices-list-scheduled` that loads managed devic...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-users-llm` that loads users from Graph (/users, GET, sc...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEn...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-users-llm-scheduled` that loads users from Graph (/users...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-users-count-llm` that loads users from Graph (/users, GE...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-users-count-llm-scheduled` that loads users from Graph ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-users-sort-llm` that loads users from Graph (/users, GE...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEn...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-users-sort-llm-scheduled` that loads users from Graph (/...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-users-count-sort-llm` that loads users from Graph (/user...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-users-count-sort-llm-scheduled` that loads users from Gr...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `report-users-list` that loads users from Graph (/users, GET, s...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEn...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-users-list-scheduled` that loads users from Graph (/user...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEn...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-groups-llm` that loads groups from Graph (/groups, GET, ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule,...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-llm-scheduled` that loads groups from Graph (/gr...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-count-llm` that loads groups from Graph (/groups...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-groups-count-llm-scheduled` that loads groups from Graph...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-groups-sort-llm` that loads groups from Graph (/groups, ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule,...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-sort-llm-scheduled` that loads groups from Graph...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-count-sort-llm` that loads groups from Graph (/g...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `check-groups-count-sort-llm-scheduled` that loads groups from ...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-list` that loads groups from Graph (/groups, GET...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule,...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-groups-list-scheduled` that loads groups from Graph (/g...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule,...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-application-registrations-llm` that loads application r...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "I need a policies agent for OpenAdminOS: read application registrations (fields: id, displayName, appId, c...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-application-registrations-llm-scheduled` that loads appl...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `audit-application-registrations-count-llm` that loads applicat...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mo...
[ { "role": "system", "content": "You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest." }, { "role": "user", "content": "Draft a read-mode agent manifest with slug `review-application-registrations-count-llm-scheduled` that loa...
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OpenAdmin SFT dataset

The complete supervised fine-tuning dataset for OpenAdmin 20B. 499 examples, all synthetic and machine-validated before admission. No tenant data, no scraped conversations, no distillation from proprietary APIs.

Track Examples Content Validation
a 243 OpenAdminOS agent-manifest drafting every manifest re-validated against the canonical JSON schema
b 96 Microsoft Graph call planning (least-privilege scopes) curated endpoint table
c 60 retrieval-grounded QA + abstention (answer "NOT IN DOCS" when unsupported) answer value verified present in source chunk
d 100 fleet reasoning with mechanically-computed reasoning traces arithmetic correct by construction

train-v1.jsonl is the exact concatenation used for the v1 release. Each line is {"messages": [...]}; track d examples carry a thinking field rendered into the harmony analysis channel during training.

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