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aiox-analyst

Activate the AIOX Business Analyst agent (Atlas). Use for market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, industry trends analysis, project discovery (brownfield documentation), and research report creation. NOT for: PRD creation or product strategy → U... Trigger when user asks to analyst, or says 'activate analyst', 'switch to analyst', '@analyst'.

63

Quality

74%

Does it follow best practices?

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SecuritybySnyk

Low

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tessl review fix ./.kimi/skills/aiox-analyst/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

56%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.

The body is an actionable, well-sequenced agent-activation skill, but it is bloated by triple-duplicated command listings and an inlined full agent-definition YAML that belongs in a separate file. Structure exists but progressive disclosure and conciseness are the weak spots.

Suggestions

Remove the command duplication: keep a single canonical command listing (the Star Commands table or the YAML block) and have the other sections reference it instead of restating it.

Move the 'Full Agent Definition' YAML into a separate bundled file (e.g. references/agent-definition.yaml) and reference it from SKILL.md, so the body stays a lean overview with one-level-deep navigation.

Trim the repeated capitalization-emphasis directives ('CRITICAL', 'MANDATORY', 'IMPORTANT') to the single most essential rule per topic to reduce padding.

DimensionReasoningScore

Conciseness

Noticeably verbose with redundant padding: the command set is listed three times (Star Commands table, the embedded YAML 'commands' block, and Quick Commands), the greeting appears in multiple sections, and heavy capitalization emphasis ('CRITICAL', 'MANDATORY', 'IMPORTANT') is repeated throughout rather than earning each token.

2 / 5

Actionability

Star commands are concrete with the `*` prefix and declared args (e.g. '*brainstorm {topic}'), and activation-instructions give specific substeps; gaps are minor since actual task execution is delegated to external dependency files not bundled here.

4 / 5

Workflow Clarity

The Activation Protocol is a clearly numbered Step 1–5 sequence with a GREENFIELD GUARD conditional and a greeting fallback, and the guide's Typical Workflow sequences Research → Brainstorming → Synthesis → Handoff; no explicit validate/fix/retry checkpoints, but the skill is not a destructive or batch operation so the workflow-clarity cap does not apply.

4 / 5

Progressive Disclosure

Section headers give some structure, but the large 'Full Agent Definition' YAML block (~190 lines) and the dependency/template listings are inlined content that clearly belongs in separate files, and references to .aiox-core paths are buried inside the YAML rather than clearly signaled as navigable references.

3 / 5

Total

13

/

20

Passed

Description

92%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 that clearly states capabilities, explicit trigger phrases, and conflict-avoidance routing. Minor blemishes — the truncated '→ U...' arrow and the awkward 'asks to analyst' phrasing — keep trigger term quality just below full marks.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions — 'market research, competitive analysis, user research, brainstorming session facilitation, structured ideation workshops, feasibility studies, industry trends analysis, project discovery (brownfield documentation), and research report creation' — giving comprehensive coverage of the analyst's capabilities.

5 / 5

Completeness

Explicitly answers both what (the enumerated research/ideation activities) and when ('Trigger when user asks to analyst, or says activate analyst, switch to analyst, @analyst') with concrete trigger phrases, plus an explicit 'NOT for' exclusion.

5 / 5

Trigger Term Quality

Provides natural trigger phrases ('activate analyst', 'switch to analyst', '@analyst') plus domain terms in the 'Use for' clause, but 'asks to analyst' is awkward and a few natural phrasings like 'do market research' or 'analyze competitors' are absent.

4 / 5

Distinctiveness Conflict Risk

Clear niche (business analyst research) reinforced by a 'NOT for: PRD creation or product strategy' routing clause that steers PRD/strategy work to other agents, minimizing conflict risk.

5 / 5

Total

19

/

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
SynkraAI/aiox-core
Reviewed

Table of Contents

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