a365-code-validator
Validates and optionally fixes Agent 365 observability code so an agent actually emits MAC Activity telemetry. Use when an Agent 365 agent's telemetry isn't…
npx skills add https://github.com/microsoft/agent365-skills --skill a365-code-validatorA365 Code Validator
Trigger phrases — any of these will activate this skill automatically:
- "validate a365 code"
- "run a365 code validator"
- "check a365 observability code"
- "debug a365 activity missing"
- "debug MAC activity for this agent"
- "validate Agent 365 telemetry"
- "check why Agent Activity is empty"
- "check A365 exporter flags"
- "validate gen_ai agent id"
- "check A365 span types"
Overview
This skill performs a report-first validation of an existing agent codebase to answer:
"If this agent runs now, will its spans reach the A365 backend and become eligible for MAC Activity?"
It is designed for incident response. It checks the exact classes of bugs that cause silent or confusing A365 Activity failures:
- Exporter configured but not actually enabled.
gen_ai.agent.idset to a Blueprint ID instead of the runtime Agent Identity / Source Agent ID.- Generic HTTP/OpenAI spans emitted without A365 semantic operations.
- S2S/OBO endpoint mismatch.
- Missing token resolver or wrong S2S token shape.
- MAC reporting expectations confused with raw ingest success.
No source code is modified during validation. After the report, the skill asks whether to apply safe fixes, create a fix plan only, or stop.
Output is support-safe (applies to every phase)
This report may be pasted into a customer or partner thread, so it must be safe to share: never print internal cluster/database names, Kusto queries, private endpoint or route templates, correlation IDs, or real tenant/agent IDs. Report file/function names and public, supportable signals only. This is non-negotiable — it holds even when a user asks for "just the raw details."
Phase 0 — Create and Display Task List
Show the user this checklist BEFORE Phase 1. Exactly one task is in progress at a time. Claude Code uses
TaskCreate/TaskUpdate; VS Code Copilot Chat / GitHub Copilot CLI should show and update a markdown checklist.
TaskCreate: "Detect stack and A365 artifacts"
TaskCreate: "Run static A365 code validator"
TaskCreate: "Inspect identity binding and semantic spans"
TaskCreate: "Prepare runtime verification commands"
TaskCreate: "Summarize blockers and next fixes"
TaskCreate: "Offer guided remediation"
Phase 1 — Detect Stack and A365 Artifacts
Mark task in progress: "Detect stack and A365 artifacts"
Read, in parallel when possible:
.a365-workspace-detection.local.jsonif presenta365.config.jsona365.generated.config.json.env,.env.example,.env.production,.env.localappsettings.json,appsettings.Development.jsonpackage.jsonrequirements.txt,pyproject.toml*.csproj
Detect:
| Signal | Meaning |
|---|---|
microsoft-opentelemetry | Python A365 distro present |
@microsoft/opentelemetry | Node.js A365 distro present |
Microsoft.OpenTelemetry | .NET A365 distro present |
agentBlueprintId / agenticAppId | Distinguish Blueprint ID from runtime Agent Identity |
ENABLE_A365_OBSERVABILITY_EXPORTER / EnableAgent365Exporter | Runtime exporter gate |
authMode | Drives S2S vs OBO path expectations |
Mark task complete.
Phase 2 — Run Static A365 Code Validator
Mark task in progress: "Run static A365 code validator"
Run the validator from the target project root.
When running from the plugin source (Claude Code / marketplace plugin), use:
node ${CLAUDE_PLUGIN_ROOT}/hooks/stop/validate-a365-code-validator.js
If the runtime cannot expand ${CLAUDE_PLUGIN_ROOT}, run with the absolute plugin path:
node /path/to/agent365-skills/plugins/agent365/hooks/stop/validate-a365-code-validator.js
When running from an open-standard .agents/skills/a365-code-validator/ install, use the
standalone copy that ships with the skill:
node .agents/skills/a365-code-validator/references/a365-code-validator.js
Parse the JSON output. Treat findings by severity:
| Severity | Meaning |
|---|---|
critical | Known MAC Activity blocker — fix before expecting activity |
high | Likely export or identity failure |
medium | Risky or env-dependent — verify before incident closure |
low / info | Useful context |
Important: Findings are not stop-hook failures. A validation run is successful when it accurately reports what is wrong.
Mark task complete.
Phase 3 — Inspect Identity Binding and Semantic Spans
Mark task in progress: "Inspect identity binding and semantic spans"
Read the reference checklist:
${CLAUDE_PLUGIN_ROOT}/skills/a365-code-validator/references/validation-checklist.md
Then inspect source for these required MAC Activity inputs:
3.1 Exporter activation
Python must have either explicit code:
use_microsoft_opentelemetry(
enable_a365=True,
a365_enable_observability_exporter=True,
)
or a runtime env guarantee:
ENABLE_A365_OBSERVABILITY_EXPORTER=true
Node.js must have:
useMicrosoftOpenTelemetry({
a365: {
enabled: true,
enableObservabilityExporter: true,
},
});
.NET must have:
"EnableAgent365Exporter": true
3.2 Identity binding
Verify the same runtime Agent Identity is used consistently:
token azp/appid/oid == route /agents/{agentId} == span gen_ai.agent.id
The following is wrong for S2S/MAC Activity:
gen_ai.agent.id = <blueprint id>
Blueprint belongs in:
microsoft.a365.agent.blueprint.id
3.3 Semantic span coverage
MAC Activity needs supported A365 operations:
invoke_agent
chat
execute_tool
output_messages
Generic HTTP spans alone are not enough. Flag code that only sets baggage but never creates or auto-generates supported semantic spans.
3.4 Activity/run context coverage
If the developer expects MAC Activity or Defender agent-activity views (not just exporter HTTP 200), inspect whether real runs carry the public Agent 365 activity attributes:
| Attribute | What to validate |
|---|---|
gen_ai.agent.name | Human-readable agent name exists; otherwise UI can show a GUID/blank |
gen_ai.conversation.id | Present on every span; for non-chat agents use a logical run/job/incident ID |
microsoft.channel.name | Present on every span; use msteams for Teams, or a product/source value such as icm, web, scheduler |
microsoft.session.id | Prefer a stable run/session ID; optional, but useful for grouping |
user.id | Human caller OID for HumanToAgent; do not confuse it with the agent's own user |
microsoft.agent.user.id | Agent's own Agent User OID when testing AI teammate / Agent-User / OBO |
gen_ai.input.messages / gen_ai.output.messages | Present on invoke/chat/output spans where applicable |
| Tool details | gen_ai.tool.name, gen_ai.tool.type, gen_ai.tool.call.id, gen_ai.tool.call.arguments, gen_ai.tool.call.result |
| Model details | gen_ai.request.model, gen_ai.provider.name on chat spans |
When reviewing a mixed app, separate the two objectives:
S2S/export success proves telemetry plumbing.
AI teammate/HumanToAgent or EventToAgent run context proves Activity/reporting eligibility.
Do not require Teams-specific values for autonomous agents; require equivalent logical run context instead.
Caller identity caveat: for HumanToAgent, user.id is the caller ID used for "who ran
this agent" reporting. If it is missing or set to the agent identity / agent user instead
of the human caller object ID, export can succeed while caller/user Activity remains blank
or incomplete.
3.5 S2S vs OBO transport mode
Do not expose or require internal service URLs in the report. Validate only the structural intent:
| Auth mode | Structural expectation |
|---|---|
| S2S / application | Uses service-to-service export mode and a token for the runtime Agent Identity |
| OBO / agentic-user | Uses delegated export mode and a token whose delegated scope includes observability write |
Report whether the code appears to select the correct transport mode (useS2SEndpoint /
a365_use_s2s_endpoint / UseS2SEndpoint) for S2S, without printing backend route templates.
For Python S2S, prefer a365_use_s2s_endpoint=True in code rather than relying only on
A365_USE_S2S_ENDPOINT=true in runtime environment. Also check the token shape: the S2S
observability token must come from the 3-hop FMI exchange (principal == runtime Agent Identity),
not a bare client-credentials call — see checklist §5 for the failure signatures.
3.6 Blueprint permission inheritance wording
Do not claim that application app roles can never inherit from blueprints. Current public
Entra Agent ID docs describe both inheritableScopes and inheritableRoles. If a repo or
tenant shows delegated scope inheritance working but S2S app roles requiring direct assignment,
report it as a provisioning/configuration behavior to verify, not as the intended scalable model.
Mark task complete.
Phase 4 — Prepare Runtime Verification Commands
Mark task in progress: "Prepare runtime verification commands"
Generate commands appropriate for the project.
Local / App Service env check
For Azure App Service:
az webapp config appsettings list `
-g <resource-group> `
-n <app-name> `
--query "[?name=='ENABLE_A365_OBSERVABILITY_EXPORTER' || name=='EnableAgent365Exporter' || name=='A365_USE_S2S_ENDPOINT']"
For local PowerShell:
$env:ENABLE_A365_OBSERVABILITY_EXPORTER="true"
$env:OTEL_LOG_LEVEL="INFO"
$env:A365_OBSERVABILITY_LOG_LEVEL="debug"
SDK log grep
Select-String .a365-observability.log -Pattern "Agent365Exporter|identity groups|Obtained token|export|No token|No eligible"
Backend verification handoff
If backend verification is required, keep customer-facing validation on public/supportable surfaces:
- SDK/exporter logs show export success and no chunk failures,
- direct OTel responses have
partialSuccessempty/null where applicable, - Microsoft Defender Advanced Hunting
CloudAppEventsshows the expected AgentId / TargetAgentId / AlternateId after indexing.
If the user is on an internal service team, they may also use their team's approved dashboard/playbook to confirm request acceptance and downstream delivery, but do not print those internal queries or endpoints in the validator report.
(Report only support-safe signals — see Output is support-safe above.)
If code checks pass but Activity is still empty — verify tenant-side
Most "exporter returns 200/sent but nothing shows in MAC" incidents are not code bugs.
When the code checks above pass, have the user confirm, in the target tenant:
Provenance (verified 2026-07-06): the observability resource-SP GUID, the
Agent365.Observability.OtelWritescope, and the ingestion-lag figure below are preview-era Agent 365 facts and will change. Re-verify against current Agent 365 onboarding docs before quoting them to a customer.
- Licensing state — confirm the target tenant/user meets the current Agent 365 licensing prerequisites from public onboarding docs.
- Tenant enrollment state — confirm Agent 365 is enabled for the target tenant through the supported onboarding or admin process.
- Observability resource SP present —
az ad sp show --id 9b975845-388f-4429-889e-eab1ef63949creturns a service principal in the tenant. A404/AADSTS500011("resource principal … not found") means the observability app isn't provisioned there — an onboarding step, not a code fix. - Ingestion lag — Defender
CloudAppEventspopulates before the admin center; give it ~5 min.
Mark task complete.
Phase 5 — Summarize Blockers and Next Fixes
Mark task in progress: "Summarize blockers and next fixes"
Return a concise report. Default to the short format below; include the optional details block only when the user asks for deeper debugging or when a blocker needs a code pointer to be actionable.
## A365 Code Validator Result
**Status:** PASS / PASS WITH RISKS / BLOCKED
**Blockers**
1. **<short title>** — <one-sentence impact>.
Fix: <one-sentence fix>.
2. **<short title>** — <one-sentence impact>.
Fix: <one-sentence fix>.
**High-risk checks**
- <short item> — <why to verify>.
**Identity binding**
- Runtime agent id: <source / missing / from config>
- Blueprint id: <source / missing / from config>
- Verdict: <correct | wrong | unclear>
**Semantic spans**
- Found: <invoke_agent/chat/execute_tool/output_messages or "none">
- Missing: <ops or "none">
**Recommended fix order**
1. <fix root cause first>
2. <then fix config/env>
3. <then verify spans/identity>
**Optional details**
- Files: `<file>:<line or function>`, ...
- Runtime check: <local/App Service env check or SDK log grep>
- Backend verification: use the team's approved telemetry playbook; do not paste internal
cluster names, private endpoints, or correlation IDs into this report.
Style rules:
- Keep the default report to 8 bullets or fewer.
- Put details under Optional details, not in the main blocker list.
- Use exact file/function names for evidence, but do not paste long code blocks.
- Redact per Output is support-safe above (no internal infra, tenant/agent IDs, or correlation IDs).
- Do not suggest
a365 publishunless the agent is an AI Teammate / M365 package flow; blueprint-based observability does not usea365 publish.
Mark task complete.
Phase 6 — Offer Guided Remediation
Mark task in progress: "Offer guided remediation"
If there are no critical or high findings, say:
No blocking fixes needed. Keep the runtime verification commands handy for live validation.
Then mark the task complete and stop.
If there are critical or high findings, ask the user with AskUserQuestion:
I found blockers. What would you like me to do next?
Options:
| Option | Meaning |
|---|---|
apply_safe_fixes | Apply only low-risk, deterministic code/config-template fixes |
make_fix_plan | Produce an implementation plan, no edits |
report_only | Stop after the report |
Default: make_fix_plan.
Safe fixes allowed after confirmation
Only apply these automatically when the user chooses apply_safe_fixes:
-
Python exporter kwarg
- If code calls
use_microsoft_opentelemetry(...)or buildskwargsfor that call and already setsenable_a365=True, add the explicit exporter flag:
or:a365_enable_observability_exporter=Truekwargs["a365_enable_observability_exporter"] = True - Preserve existing code style.
- If code calls
-
Environment templates
- Add missing, commented or empty template entries only:
ENABLE_A365_OBSERVABILITY_EXPORTER=true - For S2S mode, add the version-appropriate S2S transport setting only if the code/reference for that project already names it. Do not invent a setting name.
- Add missing, commented or empty template entries only:
-
Config field scaffolding for runtime agent identity
- If the project already has a settings/config class, add a clearly named optional field such as
agent_identity_app_id/AGENT_IDENTITY_APP_ID. - Use an empty default or placeholder; never hardcode real IDs.
- Update
.env.exampleif present.
- If the project already has a settings/config class, add a clearly named optional field such as
Fixes that require a second explicit question
Ask a focused follow-up before editing:
-
Which runtime agent identity config name to use
- Suggested default:
AGENT_IDENTITY_APP_ID/agent_identity_app_id. - Ask if the repo already uses a different naming convention.
- Suggested default:
-
Token resolver wiring
- If the project already has a token provider with the required exchange flow, ask whether to wire an observability token resolver to it.
- If no such provider exists, do not generate a full token service silently. Provide a plan and ask the user to confirm a follow-up implementation.
-
Semantic spans
- Ask whether to add only top-level
invoke_agent/output_messagesscopes first, or also wrap tools and LLM calls. - Prefer incremental fixes: identity/exporter first, semantic span enrichment second.
- Ask whether to add only top-level
Fix report
After applying fixes, show:
**Applied fixes**
- ...
**Still needs user input**
- ...
**Validation to rerun**
- `validate a365 code`
- runtime exporter log check
Run the smallest available project tests if the edited repo has an obvious test command and the user did not decline validation. Otherwise, state that no obvious test command was run.
Mark task complete.