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ov-experience-memory

Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools. Use before or during executable, multi-step, or tool-based work such as coding, file or data changes, configuration, deployment, workflow execution, and failure recovery when prior operational guidance could improve reliability. Do not use for casual chat or simple factual questions.

70

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is ov-experience-memory in volcengine/OpenViking

SKILL.md
Quality
Evals
Security

Quality

Content

88%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 content is a strong, actionable procedure: exact URIs, tool names, parameters, and a well-sequenced workflow with explicit error-recovery loops and conservative fallbacks. Its main costs are mild verbosity from overlapping sections and no progressive disclosure into reference files.

DimensionReasoningScore

Conciseness

The body is dense, procedural, and assumes Claude's competence; it never explains generic concepts. Not a 5 because of mild redundancy between Preconditions, Retrieval Workflow, and Applying sections, and some long sentences that could be tightened. Not a 3 because there is no padded or unnecessary explanation.

4 / 5

Actionability

Guidance is fully actionable: exact URIs ("viking://~/memories/experiences"), a per-runtime table of registered tool names, concrete parameters ("target_uri", "limit=5", "context_type"), and an example query ("Kubernetes deployment image pull failure private registry"). Per the code_vs_instruction note, absence of code is not penalized since the guidance is concrete and executable.

5 / 5

Workflow Clarity

The 8-step Retrieval Workflow is clearly sequenced with explicit decision gates (skip for chat), relevance judgment criteria, a bounded retry-on-failure feedback loop ("If the server rejects the URI... retry once", "perform at most one focused follow-up search"), and conservative fallback behavior. This matches the anchor with explicit validation steps and error-recovery feedback loops.

5 / 5

Progressive Disclosure

Sections are well-organized and self-contained with no bundle files, so nothing is misfiled. Not a 5 because at ~131 lines the skill exceeds the simple-skill exception, and secondary material (the runtime tool-name table and the home-alias fallback procedure) could be split into a reference file to keep SKILL.md leaner.

4 / 5

Total

18

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20

Passed

Description

83%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.

The description is strong: it states concrete capabilities with the exact tool mechanism, gives explicit positive and negative use triggers, and carves out a distinct niche. The only weaknesses are broad task-category triggers and missing synonym coverage.

DimensionReasoningScore

Specificity

"Retrieve and apply OpenViking Experience memories through the Agent runtime's generic OpenViking search and read tools" names the domain and several concrete actions (search, read, retrieve, apply) with the mechanism. Not a 5 because it does not enumerate a comprehensive list of distinct actions, and not a 3 because more than 1-2 specific actions with their tooling are stated.

4 / 5

Completeness

It explicitly answers what ("Retrieve and apply OpenViking Experience memories through... search and read tools") and when ("Use before or during executable, multi-step, or tool-based work such as..."), plus concrete negative triggers ("Do not use for casual chat or simple factual questions"). Both parts are explicit with concrete trigger phrases.

5 / 5

Trigger Term Quality

"coding, file or data changes, configuration, deployment, workflow execution, and failure recovery" gives good natural task vocabulary users would say. Not a 5 because common synonyms and variations (e.g., debugging, incident, prior runs) are missing.

4 / 5

Distinctiveness Conflict Risk

"OpenViking Experience memories" is a clear niche with distinct tooling, so confusion risk is low. Not a 5 because the when-triggers are broad task categories (coding, configuration, deployment) that overlap with many general skills.

4 / 5

Total

17

/

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
volcengine/OpenViking
Reviewed

Table of Contents

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