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axiom-alert-triage

Investigate MoltNet Axiom monitor alerts. Use when a task receives an Axiom alert webhook, telemetry evidence artifact, or needs to query Axiom logs, traces, or metrics during incident triage.

70

Quality

88%

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

82%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A tight, well-structured operational skill: no fluff, domain-specific contracts (datasets, dimensions, artifact schemas, verdict enums) throughout, and a clearly sequenced workflow with an explicit judge checklist. The main gaps are the absence of a concrete example APL/MPL query and an explicit recovery loop for the 'needs_more_data' verdict.

Suggestions

Add one or two example APL/MPL queries (e.g., filtering 'moltnet' by attributes.http.response.status_code >= 500 over the alert window) so the 'query the smallest window' step is copy-paste executable.

Add an explicit feedback loop after step 7: what to do when the verdict is 'needs_more_data' (e.g., expand the time window, re-query, or list which gap blocks classification).

Consider moving the two JSON artifact schema templates into short one-level-deep reference files (e.g., references/artifact-shapes.md) to keep SKILL.md as a lean overview.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence: it never explains what Axiom, telemetry, or alerting is; every section (inputs, workflow, artifact shapes, judge criteria, safety) carries non-obvious domain specifics like dataset names, dimension keys, and verdict enums. No padded or over-explained passages found.

5 / 5

Actionability

Guidance is largely concrete and executable: exact datasets ('moltnet', 'moltnet-metrics'), a monitor contract path ('infra/axiom/monitors/*.json'), specific correlation dimensions ('service.name', 'attributes.taskId', ...), and complete JSON artifact templates with typed fields. It falls short of anchor 5 because no sample APL/MPL query text is given, so 'query the smallest window around the alert' is direction rather than copy-paste-ready execution.

4 / 5

Workflow Clarity

The 7-step triage workflow is clearly sequenced with classification families, telemetry-surface selection rules, correlation keys, and a fixed verdict enum, and the 'Judge rubric' section supplies explicit validation criteria. It does not reach anchor 5 because the validation checklist lives outside the workflow and there is no explicit feedback loop (e.g., what to do next when the verdict is 'needs_more_data' — expand the window? re-query?).

4 / 5

Progressive Disclosure

The single SKILL.md is well-organized with clear section headers and no nested or buried references; there are no bundle files to score against. It is not anchor 5 because at ~137 lines the two JSON artifact schema templates (telemetry-evidence, triage-report) are sizable contract content that could live in one-level-deep reference files, though keeping them inline is defensible.

4 / 5

Total

17

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description: it states concrete capabilities in third person and pairs them with an explicit, multi-trigger 'Use when' clause covering webhooks, evidence artifacts, and telemetry queries during incident triage. Only minor gains available from adding a few more natural synonyms or naming the output artifacts (triage verdict/report) in the 'what' portion.

DimensionReasoningScore

Specificity

The description names the domain ('MoltNet Axiom monitor alerts') and several concrete actions — 'Investigate ... monitor alerts' and 'query Axiom logs, traces, or metrics' — with only minor gaps (e.g., it does not mention producing triage verdicts or evidence artifacts). It lists several specific actions but is not fully comprehensive, sitting between the 3 and 4 anchors and noticeably above the midpoint.

4 / 5

Completeness

It explicitly answers both questions: the 'what' is 'Investigate MoltNet Axiom monitor alerts' and the 'when' is a concrete 'Use when a task receives an Axiom alert webhook, telemetry evidence artifact, or needs to query Axiom logs, traces, or metrics during incident triage' clause with multiple concrete trigger phrases — matching the anchor-5 example pattern.

5 / 5

Trigger Term Quality

Natural trigger phrases are present and would be said by a user with this need: 'Axiom alert webhook', 'telemetry evidence artifact', 'Axiom logs, traces, or metrics', 'incident triage'. A few natural terms are missing (e.g., 'monitor', '5xx', 'alert firing', 'dashboard'), which fits the 'good keyword coverage; a few natural terms missing' anchor rather than comprehensive synonym coverage.

4 / 5

Distinctiveness Conflict Risk

The 'MoltNet Axiom' niche is highly specific and the triggers (Axiom webhook, Axiom logs/traces/metrics, incident triage) are distinct; minimal risk of triggering for an unrelated skill. Not the level below (4) because it is not merely 'mostly distinct' — the scoped product name plus alert-specific triggers make conflict risk negligible.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

getlarge/themoltnet

Path

.agents/skills/axiom-alert-triage/SKILL.md

Reviewed

Table of Contents

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