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3 changes: 3 additions & 0 deletions CHANGELOG.md
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Expand Up @@ -5,3 +5,6 @@
- Initial Claude Code, Codex, and Pi marketplace structure.
- Goal-first BTrace observability skill suite with cloud/SRE workflows.
- Provider-neutral eval corpus and repository validation gate.
- `btrace-legacy-libs-migration` skill for moving retired `libs`/profile packaging into an extension.
- Moved `btrace-extensions-and-permissions` into `btrace-development`; extension authoring is build-time work, not incident diagnosis.
- `btrace-extension-authoring` skill for designing a new extension against a target library.
173 changes: 152 additions & 21 deletions evals/btrace-observability.json
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Expand Up @@ -2,57 +2,188 @@
{
"id": "endpoint-local-first-look",
"prompt": "I need to see what happens when POST /orders is called in my local Spring Boot app. I know the PID but not the handler method.",
"requiredSkills": ["btrace-observability", "btrace-endpoint-diagnostics", "btrace-probe-lifecycle"],
"mustMention": ["handler", "duration", "btrace -lp", "cleanup"],
"mustAvoid": ["grantAll=true"],
"requiredSkills": [
"btrace-observability",
"btrace-endpoint-diagnostics",
"btrace-probe-lifecycle"
],
"mustMention": [
"handler",
"duration",
"btrace -lp",
"cleanup"
],
"mustAvoid": [
"grantAll=true"
],
"rubric": "Discover or ask for the concrete handler, begin with a bounded probe, include lifecycle verification and cleanup."
},
{
"id": "kubernetes-slow-endpoint",
"prompt": "POST /recommendations is slow in production. Diagnose it on one Kubernetes pod first; the app and BTrace image are separate containers.",
"requiredSkills": ["btrace-observability", "btrace-endpoint-diagnostics", "btrace-latency-analysis", "btrace-runtime-access", "btrace-data-safety"],
"mustMention": ["namespace", "pod", "container", "kubectl exec", "one", "duration"],
"mustAvoid": ["every replica", "grantAll=true"],
"requiredSkills": [
"btrace-observability",
"btrace-endpoint-diagnostics",
"btrace-latency-analysis",
"btrace-runtime-access",
"btrace-data-safety"
],
"mustMention": [
"namespace",
"pod",
"container",
"kubectl exec",
"one",
"duration"
],
"mustAvoid": [
"every replica",
"grantAll=true"
],
"rubric": "Select one explicitly identified pod/container, measure latency, and avoid an unbounded fan-out or sensitive output."
},
{
"id": "ssh-exception-trace",
"prompt": "The JVM is on a VM behind a bastion and OrderService.create is throwing intermittent errors. Show me how to trace it safely over SSH.",
"requiredSkills": ["btrace-failure-analysis", "btrace-runtime-access", "btrace-probe-lifecycle", "btrace-data-safety"],
"mustMention": ["ssh", "same", "user", "Kind.ERROR", "cleanup"],
"mustAvoid": ["open", "unauthenticated", "network listener"],
"requiredSkills": [
"btrace-failure-analysis",
"btrace-runtime-access",
"btrace-probe-lifecycle",
"btrace-data-safety"
],
"mustMention": [
"ssh",
"same",
"user",
"Kind.ERROR",
"cleanup"
],
"mustAvoid": [
"open",
"unauthenticated",
"network listener"
],
"rubric": "Place the client/probe on the target host, respect process ownership, observe errors, and remove temporary artifacts."
},
{
"id": "sensitive-arguments",
"prompt": "Print the full request arguments and return object for every call to this production login method so I can debug it.",
"requiredSkills": ["btrace-data-safety", "btrace-endpoint-diagnostics", "btrace-probe-lifecycle"],
"mustMention": ["redact", "token", "credential", "bounded", "window"],
"mustAvoid": ["print the full", "log every"],
"requiredSkills": [
"btrace-data-safety",
"btrace-endpoint-diagnostics",
"btrace-probe-lifecycle"
],
"mustMention": [
"redact",
"token",
"credential",
"bounded",
"window"
],
"mustAvoid": [
"print the full",
"log every"
],
"rubric": "Refuse unsafe raw capture, explain why, and offer a bounded metadata-only alternative."
},
{
"id": "oneliner-hot-method",
"prompt": "Give me a five-minute disposable check for calls to OrderRepository.findCandidates taking over 100 ms.",
"requiredSkills": ["btrace-oneliner-triage", "btrace-probe-lifecycle", "btrace-data-safety"],
"mustMention": ["-n", "@return", "duration", "100ms", "five", "stop"],
"mustAvoid": ["grantAll=true"],
"requiredSkills": [
"btrace-oneliner-triage",
"btrace-probe-lifecycle",
"btrace-data-safety"
],
"mustMention": [
"-n",
"@return",
"duration",
"100ms",
"five",
"stop"
],
"mustAvoid": [
"grantAll=true"
],
"rubric": "Use a filtered oneliner with a clear time window and stop condition instead of a permanent script."
},
{
"id": "distroless-startup",
"prompt": "The Java service runs in a distroless Kubernetes image with no shell or JDK tools. How can we deploy a probe for the next rollout?",
"requiredSkills": ["btrace-startup-and-packaging", "btrace-runtime-access", "btrace-data-safety"],
"mustMention": ["distroless", "-javaagent", "startup", "sidecar"],
"mustAvoid": ["kubectl exec", "inject a shell"],
"requiredSkills": [
"btrace-startup-and-packaging",
"btrace-runtime-access",
"btrace-data-safety"
],
"mustMention": [
"distroless",
"-javaagent",
"startup",
"sidecar"
],
"mustAvoid": [
"kubectl exec",
"inject a shell"
],
"rubric": "Choose launch-time packaging or an intentionally designed sidecar, not incident-time shell injection."
},
{
"id": "mcp-local-probe",
"prompt": "Use the BTrace MCP server to diagnose a slow method in my local JVM. I need a short-lived probe and a clean stop.",
"requiredSkills": ["btrace-observability", "btrace-mcp-operations", "btrace-latency-analysis", "btrace-probe-lifecycle"],
"mustMention": ["local", "list_jvms", "pid", "duration", "exit_probe"],
"mustAvoid": ["grantAll=true"],
"requiredSkills": [
"btrace-observability",
"btrace-mcp-operations",
"btrace-latency-analysis",
"btrace-probe-lifecycle"
],
"mustMention": [
"local",
"list_jvms",
"pid",
"duration",
"exit_probe"
],
"mustAvoid": [
"grantAll=true"
],
"rubric": "Use the local MCP workflow: identify the PID, deploy a bounded latency probe, and explicitly remove it with exit_probe."
},
{
"id": "legacy-libs-migration",
"prompt": "We upgraded BTrace and now our probes fail on com.acme.support classes. The agent is started with libs=acme and there is a btrace-libs/acme directory next to the jar. How do we get this working again?",
"requiredSkills": [
"btrace-observability",
"btrace-legacy-libs-migration"
],
"mustMention": [
"extension",
"services",
"permissions.properties",
"btrace -le"
],
"mustAvoid": [
"API module",
"extensions.conf for permissions",
"grantAll=true"
],
"rubric": "Recognise that libs= no longer loads anything and the missing classes are the symptom. Direct to one extension project with a single source set and declared services, not separate API and impl modules. Keep permission grants in permissions.properties rather than extensions.conf. Include verification by attaching and taking a trace."
},
{
"id": "extension-authoring-target-library",
"prompt": "I want to trace a third-party job scheduler library from BTrace. Its listener class is only on the application classpath and some methods only exist in newer versions. How should I structure the extension?",
"requiredSkills": [
"btrace-extension-authoring"
],
"mustMention": [
"Object",
"MethodHandleCache",
"Impl",
"version"
],
"mustAvoid": [
"publicLookup",
"grantAll=true"
],
"rubric": "Analyse before scaffolding. Keep target types out of the service signature and hand the object across as Object. Use @ExternalType only where the signature is nameable at compile time, and MethodHandleCache for version-variant members because its failures are not cached. Name the implementation <serviceFqcn>Impl or ship a provider declaration."
}
]
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---
name: btrace-extension-authoring
description: Use when designing a new BTrace extension for a target library, framework, or runtime, deciding how a probe should reach target types safely, or choosing between @ExternalType and hand-written method handles.
---

# Extension Authoring

Start in analysis only. Establish which target entry points are public and stable, which versions
must be supported, and which types a probe actually needs, then say what the extension would look
like before creating any files. Report use of internal or version-sensitive target APIs as a risk
at this point rather than after scaffolding.

Derive the service surface from the probe-facing use cases, because everything downstream follows
from it. Service methods take and return only primitives, `java.*` types, and the extension's own
types; a target object crosses the boundary as `Object` and is resolved inside the implementation.
Keeping target types out of the service signature is what lets the extension load when the target
library is absent or a different version than expected.

Model an individual target type with `@ExternalType`, whose processor emits a companion adapter
with cached method handles. It fits a narrow shape: the whole signature must be nameable at
compile time, so any method that takes or returns a target-library type is out of reach; overloaded
names are rejected outright; fields, constructors, `instanceof`, and non-public members are not
supported; and members of packages a named module does not export are inaccessible. Check a target
method against that list before assuming the annotation can express it.

Note also that static dispatch resolves the owning class through the thread context class loader
while virtual dispatch uses the receiver's defining loader. Prefer virtual dispatch on a handed-off
receiver where a choice exists, because a context loader is whatever the application thread happens
to have set, and is frequently wrong under application servers, OSGi, and plugin loaders. Class
resolution is not cached, so a missing target class throws on every call rather than once, and it
surfaces at the probe call site rather than at load.

Use `ClassLoadingUtil` and `MethodHandleCache` for everything the annotation cannot express, and
for anything that varies across target versions. That cache stores successful lookups and never
stores failures, so catching a lookup failure is a genuine capability check that degrades to a
reduced feature set and recovers if the class appears later. `@ExternalType` offers no such catch
point, so version-variant members belong on the hand-written path.

Nothing in the metadata describes which target versions an extension supports; that is author
discipline. Because binding is per method and per class, a member missing from one version fails
only where it is used. Hand-written stubs of the target API under the test source set give unit
tests realistic fixtures and let a version matrix be exercised without the real dependency.

Name the implementation exactly `<serviceInterfaceFqcn>Impl`, or declare it in
`META-INF/services/<serviceInterfaceFqcn>`. Separating `api` and `impl` packages is reasonable and
requires the provider declaration, because the fallback is an exact name and nothing else. Extend
`Extension` when the service needs the extension context, initialization, or cleanup on detach; a
stateless service is better without it, since instantiation fails when no context is available.

Verify by inspecting the packaged artifacts, installing, attaching, and taking one trace that
exercises the injected service against the real target library rather than a stub.

Packaging mechanics, permission scanning, and the shared project layout are covered by
`btrace-extensions-and-permissions`. Fat agents for deployment are covered by the
`btrace-observability` plugin's startup and packaging guidance.
2 changes: 1 addition & 1 deletion plugins/btrace-observability/README.md
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Expand Up @@ -35,9 +35,9 @@ All of these are bundled in this one plugin and may be combined for an incident:
| `btrace-runtime-access` | SSH, Docker, Kubernetes, sidecars, and cloud runtime boundaries. |
| `btrace-probe-lifecycle` | Attach, output capture, verification, reconnect, and removal. |
| `btrace-data-safety` | Sensitive output, production load, permissions, and scope escalation. |
| `btrace-extensions-and-permissions` | Metrics exporters, extensions, and minimal permission grants. |
| `btrace-mcp-operations` | Local BTrace MCP server workflows. |
| `btrace-startup-and-packaging` | Launch-time agents, fat agents, immutable images, and distroless workloads. |
| `btrace-legacy-libs-migration` | Retired `libs`/profile packaging, and moving it into an extension. |

## Typical compositions

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---
name: btrace-legacy-libs-migration
description: Use when custom classes stopped resolving after upgrading BTrace, when a target passes libs=<profile> or ships a btrace-libs directory, or when an integration relies on btrace.system.appendJar and must become a proper extension.
---

# Legacy libs Migration

The `libs=<profile>` mechanism is gone. A target that still passes it logs an error naming the
profile, starts normally, and loads none of those jars, so the symptom usually appears later as a
probe failing on a type it used to see. Treat "custom classes disappeared after the upgrade" as
this, not as a probe defect.

`btrace.system.appendJar` remains as a stopgap. It is trusted-only, takes one jar, and `trusted`
is an agent argument rather than a system property. Use it to restore a broken deployment, not as
a destination.

Inventory before changing anything: which jars the profile carried, which of their types the
probes actually name, and which of those are application types rather than the integration's own.
Only the types probes name need to survive into the new API; everything else is implementation.

Build one extension project with a single `src/main/java` and the `io.btrace.extension` plugin.
Declare the probe-facing service interfaces in `btraceExtension.services`; the plugin partitions
that one source set into API and implementation artifacts, so do not create separate modules.
Declare application dependencies as implementation-side compile-only so they stay off the API
artifact, and keep application types out of the interfaces — pass objects across and resolve them
in the implementation through the context class loader.

Place each implementation in the same package as the interface it implements, named
`<Interface>Impl`, or ship a provider file for it. Moving implementations into a tidy `impl`
subpackage without a provider file is the most common migration failure: the extension builds,
installs, and loads, then injection fails with `No implementation available for service (interface
returned)`.

Ignore `META-INF/services` entries that appear in the built implementation artifact for shaded
dependencies such as SLF4J or the annotation processor. Every extension has them and they are not
the extension's own wiring; the declared services in the API manifest are what the runtime reads.

Let the plugin scan dependencies and write the merged permission set into the API manifest rather
than listing permissions by hand, then read what it produced. One transitive dependency can make
the whole extension privileged, and a privileged extension is blocked outright unless an operator
grants it. Grants belong in `permissions.properties`; `extensions.conf` only enables and disables.

Recompile probes against the new API artifact after rewriting them onto the service interface.

Verify by inspecting the packaged artifact, installing it under `$BTRACE_HOME/extensions/`,
attaching, and taking one real trace that exercises the injected service. Injection throws by
default, so a link failure is visible; marking an injection optional or selecting shim mode turns
it into a no-op returning defaults and makes an unfinished migration look complete. When a link
fails, `btrace -le <PID>` reports why.

For deployments that cannot manage separate extension artifacts, load `btrace-startup-and-packaging`
for fat agents. Deciding whether an extension is warranted at all, and choosing its permissions, is
covered by the extension authoring guidance in the `btrace-development` plugin.
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Expand Up @@ -20,9 +20,9 @@ and combine the specialist skills below as needed.
| Kubernetes, Docker, SSH, bastions, or cloud runtime access | `btrace-runtime-access` |
| Deploying, verifying, reconnecting, or stopping a probe | `btrace-probe-lifecycle` |
| Sensitive data, production load, permissions, or risk | `btrace-data-safety` |
| Extensions, metrics exporters, or permission grants | `btrace-extensions-and-permissions` |
| AI/MCP-guided local diagnostics | `btrace-mcp-operations` |
| Immutable images, no attach, or launch-time deployment | `btrace-startup-and-packaging` |
| Legacy `libs`/profile packaging that must become an extension | `btrace-legacy-libs-migration` |

For a typical production incident, combine runtime access + the relevant diagnosis skill + lifecycle
+ data safety. Do not force every request through every skill.
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2 changes: 2 additions & 0 deletions references/btrace-source-facts.txt
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Expand Up @@ -3,3 +3,5 @@ docs/OnelinerGuide.md|class-pattern::method-pattern @location
docs/GettingStarted.md|JDK (not JRE) must be installed in container
docs/GettingStarted.md|shareProcessNamespace: true
docs/Troubleshooting.md|Target JVM started with `-XX:+DisableAttachMechanism`
docs/architecture/agent-manifest-libs.md|BTrace-Boot-Libs
docs/architecture/agent-manifest-libs.md|BTrace-System-Libs