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python-resilience

Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators. Use when adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures.

80

Quality

Does it follow best practices?

Impact

No eval scenarios have been run

SecuritybySnyk

Passed

No known issues

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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 tight, executable patterns catalog with real tenacity code and a clean progression from quick start to advanced cases. Advanced content is appropriately offloaded to a verified one-level-deep reference file.

DimensionReasoningScore

Conciseness

The body is lean and well-organized, assuming Claude's knowledge of Python and HTTP; terse concept headers avoid explaining basics Claude already knows.

3 / 3

Actionability

Provides multiple complete, executable tenacity examples with real imports and correct API usage (stop_after_attempt, wait_exponential_jitter, retry_if_result), copy-paste ready.

3 / 3

Workflow Clarity

Sequenced from Quick Start through progressively richer patterns; no destructive/batch operations require validation feedback loops, so the clear ordering suffices for a patterns skill.

3 / 3

Progressive Disclosure

Body is an overview that clearly signals one-level-deep detail in references/details.md (verified present), with advanced patterns correctly split out rather than inlined.

3 / 3

Total

12

/

12

Passed

Description

100%

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 concise, third-person, and names concrete capabilities alongside an explicit 'Use when' trigger clause. It covers both what and when without fluff or over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — "automatic retries, exponential backoff, timeouts, and fault-tolerant decorators" — matching the score-3 anchor for specific capabilities.

3 / 3

Completeness

Explicitly answers what ("Python resilience patterns including...") and when ("Use when adding retry logic...") with explicit trigger guidance.

3 / 3

Trigger Term Quality

Trigger clause uses natural phrasing a user would say ("adding retry logic, implementing timeouts, building fault-tolerant services, or handling transient failures") with good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

Occupies a clear niche (resilience/fault-tolerance) with distinct triggers unlikely to fire for unrelated skills.

3 / 3

Total

12

/

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
wshobson/agents
Reviewed

Table of Contents

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