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aidd-observability

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UpdatedApril 21, 2026 at 04:23

Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required. Do not use when request scope is `status` stage summaries or `aidd-core` runtime ownership mapping.

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GrinRus

GrinRus/ai_driven_dev

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SKILL.md

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name	aidd-observability
description	Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required. Do not use when request scope is `status` stage summaries or `aidd-core` runtime ownership mapping.
lang	en
model	inherit
user-invocable	false

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).

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name	aidd-observability
description	Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required. Do not use when request scope is `status` stage summaries or `aidd-core` runtime ownership mapping.
lang	en
model	inherit
user-invocable	false

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).