How do I install the Aidd Observability skill?

Run npx skillmds add majiayu000/aidd-observability in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Aidd Observability safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Aidd Observability?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Aidd Observability free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Aidd Observability?

majiayu000 (@majiayu000) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Aidd Observability by majiayu000 — Agent Skill

Name: Aidd Observability
Rating: 4.2 (5 reviews)
Author: majiayu000

File contents

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).

---name: aidd-observabilitydescription: Owns shared observability/runtime reporting for diagnostics, inventory, identifiers, logs, and DAG export. Use when deterministic diagnostics or inventory exports are required.--- ## 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](references/inventory-contract.md) (when: ownership/inventory output is in question; why: keep report schema and consumers aligned). - [references/diagnostics.md](references/diagnostics.md) (when: environment/diagnostics behavior is unclear; why: keep doctor/tests-log output deterministic).

Frequently asked questions