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ax-agent-context

This skill helps an LLM pick the right AxAgent context tool for a job - contextMap for recurring corpora, contextPolicy presets for within-run trajectory compaction, agent.optimize for offline GEPA instruction/demo tuning, agent.playbook for an evolving context playbook (offline evolve + online update), and recall/memories + skills for per-turn retrieval. Use when the user asks "which context feature should I use", confuses contextMap with contextPolicy or memory, or wants a decision guide for long-context agents. For contextPolicy/contextMap codegen use ax-agent-rlm; for recall/skills use ax-agent-memory-skills; for agent.optimize or agent.playbook use ax-agent-optimize.

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

92%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 router skill that picks the right AxAgent context tool and hands off cleanly, with concrete defaults and anti-patterns guiding the decision. Its only minor gap is that actionable codegen lives in sibling skills rather than inline.

DimensionReasoningScore

Conciseness

Lean and efficient with no concept padding or over-explanation; the table, defaults, anti-patterns, and see-also sections each earn their tokens and assume Claude's competence.

5 / 5

Actionability

Provides concrete tool calls and specific presets ('contextPolicy: { preset: 'checkpointed', budget: 'balanced' }', 'agent.playbook(...)', 'recall(...)'), but as a router it defers the actual executable codegen to sibling skills rather than inlining it.

4 / 5

Workflow Clarity

A single-purpose routing decision is unambiguously sequenced via the routing table, defaults, and anti-patterns that serve as error-recovery guidance; the simple-skill exception applies and no destructive/batch validation cap is triggered.

5 / 5

Progressive Disclosure

Under 50 lines with no external references needed; content is cleanly split across well-organized sections and a one-level-deep 'See Also' that signals sibling skills for deeper material.

5 / 5

Total

19

/

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 precise, well-scoped routing description that clearly states what it does, when to use it, and where to go next. Its only weakness is trigger phrasing that leans heavily on product jargon rather than everyday user language.

DimensionReasoningScore

Specificity

Names five concrete tools each paired with a concrete purpose ('contextMap for recurring corpora', 'contextPolicy presets for within-run trajectory compaction', 'agent.optimize for offline GEPA instruction/demo tuning'), giving comprehensive coverage of the routing surface.

5 / 5

Completeness

Explicitly answers both 'what' (pick the right AxAgent context tool and hand off to the matching codegen skill) and 'when' via a concrete 'Use when...' clause listing specific trigger situations.

5 / 5

Trigger Term Quality

Includes natural trigger phrasings ('which context feature should I use', 'confuses contextMap with contextPolicy or memory', 'decision guide for long-context agents') but they remain jargon-heavy and miss more common-user synonyms for this inherently technical domain.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (AxAgent context-tool routing) with distinct triggers and explicit redirection to sibling skills, minimizing the chance of triggering for the wrong skill.

5 / 5

Total

19

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
ax-llm/ax
Reviewed

Table of Contents

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