Skill

aidd-observability

Provides shared Python tools for runtime observability: diagnostics, tool inventory, execution logs, identifiers, and DAG exports. Use for environment health checks and deterministic audits.

Python

monitoring

developer-tools

npx claudepluginhub grinrus/ai_driven_dev --plugin feature-dev-aidd

Configuration

Model: inherit

Tool Access

This skill uses the workspace's default tool permissions.

Preview

- This skill owns shared observability/reporting runtime entrypoints.

Supporting Assets

references/diagnostics.mdreferences/inventory-contract.mdruntime/dag_export.pyruntime/doctor.pyruntime/identifiers.pyruntime/tests_log.pyruntime/tools_inventory.py

SKILL.md

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Stats

Stars5

Forks0

Last CommitApr 17, 2026

Actions

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Scope

This skill owns shared observability/reporting runtime entrypoints.
Commands here support diagnostics, inventory generation, execution logs, and graph/report exports.
Stage orchestration ownership remains in stage skills, feature-dev-aidd:aidd-flow-state, and feature-dev-aidd:aidd-loop.

Canonical shared Python entrypoints

python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/doctor.py
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/tools_inventory.py
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/tests_log.py
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/dag_export.py
python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/identifiers.py

Command contracts

`python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/doctor.py`

When to run: when environment/runtime path drift or tooling prerequisites are suspected.
Inputs: optional workspace and diagnostics flags.
Outputs: deterministic environment health report and actionable remediation hints.
Failure mode: non-zero exit if required dependencies/path assumptions fail validation.
Next action: apply reported environment fixes and rerun doctor before stage retry.

`python3 ${CLAUDE_PLUGIN_ROOT}/skills/aidd-observability/runtime/tools_inventory.py`

When to run: when ownership/runtime API inventory must be regenerated for audits.
Inputs: plugin root with optional output path filters.
Outputs: normalized inventory snapshot for skills/runtime ownership checks.
Failure mode: non-zero exit on inventory generation or schema serialization failures.
Next action: fix inventory generation issue and rerun the command.

Ownership guard

Observability/reporting command modules must live under skills/aidd-observability/runtime/*.
Consumers should reference skills/aidd-observability/runtime/* as canonical command paths.

Additional resources

references/inventory-contract.md (when: ownership/inventory output is in question; why: keep report schema and consumers aligned).
references/diagnostics.md (when: environment/diagnostics behavior is unclear; why: keep doctor/tests-log output deterministic).