CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

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.

Quality

96%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide
SecuritybySnyk

Passed

No findings from the security scan

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.

An efficient, decision-table-style routing skill with concrete tool syntax and explicit anti-patterns for the common confusion cases. Its only weakness is mild redundancy between the table, Defaults, and See Also sections, which repeat the same tool-to-skill mapping.

DimensionReasoningScore

Conciseness

The body is lean and teaches nothing Claude already knows, but the tool-to-next-skill mapping is repeated three times (the table's 'Next skill' column, the Defaults bullets, and the See Also section), which is a minor instance of redundancy that could be trimmed.

4 / 5

Actionability

Fully actionable routing guidance with exact syntax and defaults ('contextPolicy: { preset: 'checkpointed', budget: 'balanced' }', 'agent.playbook(...)', 'recall(...) for memories', 'discover({ skills })', 'autoUpgrade (ON by default)') and an explicit handoff target per row.

5 / 5

Workflow Clarity

A single-purpose routing skill whose one action (match the need in the table, open the matching codegen skill) is unambiguous; the simple-skill exception applies and no destructive or batch operations are involved.

5 / 5

Progressive Disclosure

The 38-line body is under 50 lines, has no need for external references (no bundle files exist), and is cleanly organized into a routing table, Defaults, Anti-Patterns, and See Also sections.

5 / 5

Total

19

/

20

Passed

Description

100%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 routing description: it names every tool's specific purpose, provides natural trigger phrases, covers both what and when explicitly, and actively disambiguates from sibling skills. No vague or padded language.

DimensionReasoningScore

Specificity

Enumerates concrete actions for all five tools ('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', 'recall/memories + skills for per-turn retrieval') with comprehensive coverage and no gaps, in third-person voice.

5 / 5

Completeness

Explicitly answers both what ('pick the right AxAgent context tool' with per-tool roles) and when ('Use when the user asks...') with concrete trigger phrases, plus boundary routing to sibling skills.

5 / 5

Trigger Term Quality

Includes natural quoted trigger phrases users would actually say ('which context feature should I use', 'confuses contextMap with contextPolicy or memory', 'decision guide for long-context agents') alongside comprehensive tool-name keywords for the niche.

5 / 5

Distinctiveness Conflict Risk

Clear niche (AxAgent context-tool selection) with explicit disambiguation against the three sibling skills ('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') and confusion cases as triggers.

5 / 5

Total

20

/

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.

Validation — 15 / 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

Path

website/static/typescript/.well-known/agent-skills/ax-agent-context/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.