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axiom-audit-energy

Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check.

55

Quality

61%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./axiom-codex/skills/axiom-audit-energy/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is a highly actionable, well-sequenced audit workflow with concrete grep/Read verification and strong guardrails, scoring top marks on actionability and workflow clarity. Its weaknesses are conciseness (Phase 1/Phase 2 grep redundancy and a verbose output template) and progressive disclosure (a monolithic single file with no internal reference-file split).

Suggestions

Eliminate the grep redundancy between Phase 1 mapping and Phase 2 detection: have Phase 2 patterns reference the Phase 1 results rather than re-listing the same timer, location, background-mode, and audio greps.

Move the full Output Format template and the Phase 4 compound/cross-reference tables into a reference file (e.g. references/output-format.md) and link to it, keeping SKILL.md a leaner overview that practices one-level-deep progressive disclosure.

DimensionReasoningScore

Conciseness

The body is mostly lean and assumes Claude's competence (no basic-concept padding), but it is ~260 lines with notable redundancy: the same grep targets (timers, location, background modes, audio) recur across Phase 1 mapping and Phase 2 detection, and the full output template is verbose. It is not level 3 because not every token earns its place, and not level 1 because it avoids explaining things Claude already knows.

2 / 3

Actionability

It provides concrete, runnable grep patterns, exact file globs, copy-paste commands (`xcsym crash --format=summary`), and specific per-pattern verification and fix guidance. It is not level 2 because the search and verify instructions are executable throughout rather than pseudocode or vague direction.

3 / 3

Workflow Clarity

Phases 1–5 are clearly sequenced with explicit validation checkpoints ("use Read to verify the surrounding context before reporting", "Require evidence from the Phase 1 map") and error-guard sections (False Positives, Output Limits). It is not level 2 because validation is explicit and feedback-oriented, not merely an uncheckpointed list of steps.

3 / 3

Progressive Disclosure

The skill is a single ~260-line file with substantial inline detail (8 detection patterns, four phase tables, a full output template) and no internal detail-file splitting; its only references point outward to sibling skills, not to this skill's own bundle. It is not level 1 because sections are well-organized rather than a nested-reference mess, and not level 3 because nothing is split into one-level-deep reference files.

2 / 3

Total

10

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12

Passed

Description

45%

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

The description has strong, natural trigger terms and a distinct niche, but it only answers "when to use it" and never states "what it does," leaving the capability half entirely absent. This caps both specificity and completeness at the floor.

Suggestions

Add a leading capability clause naming concrete actions before the trigger, e.g. "Audits iOS/Swift codebases for energy anti-patterns (timers, background modes, location, network, GPU) and reports severity-ranked fixes," so the description answers 'what' as well as 'when'.

Merge the what-clause and the existing "Use when…" trigger into a single sentence so completeness covers both dimensions explicitly, matching the level-3 anchor pattern.

DimensionReasoningScore

Specificity

The description is a pure trigger clause ("Use when the user mentions battery drain, energy optimization, power consumption audit, or pre-release energy check") and names no concrete actions or capabilities. It is weaker than the level-2 anchor, which requires naming a domain and some actions.

1 / 3

Completeness

It explicitly answers "when" via the "Use when…" clause but entirely omits "what" — no statement of what the skill does. Since one of the two required parts is missing, this matches the level-1 anchor rather than level 2 (which expects what present, when implied) or level 3 (both explicit).

1 / 3

Trigger Term Quality

It lists four natural phrases a developer would actually say — "battery drain", "energy optimization", "power consumption audit", "pre-release energy check" — giving good coverage of the trigger space. It does not fall to 2 because the terms are natural and varied rather than jargon-only or missing common variations.

3 / 3

Distinctiveness Conflict Risk

The triggers are narrowly scoped to energy/battery concerns, a clear niche distinct from performance, memory, or networking auditors, making wrong-skill activation unlikely. It is not level 2 because the trigger terms are specific enough to avoid meaningful overlap with sibling audit skills.

3 / 3

Total

8

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12

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
CharlesWiltgen/Axiom
Reviewed

Table of Contents

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