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dse-loop

Autonomous design space exploration loop for computer architecture and EDA. Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout. Use when user says "DSE", "design space exploration", "sweep parameters", "optimize", "find best config", or wants iterative parameter tuning.

71

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

77%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-sequenced, highly actionable workflow with strong validation feedback loops, undermined only by length and a monolithic structure that keeps reference-worthy material inline. Splitting the report template and reference tables into bundle files would lift progressive disclosure.

Suggestions

Move the large use-case, inference-strategy, and DSE_REPORT template tables into files under references/ and link to them one level deep to improve progressive_disclosure.

Trim redundancy between the Workflow phases and the Key Rules section (e.g., never re-run a config, respect timeout) to recover conciseness.

Keep the safety rules and stopping-logic tables inline since they are needed every run, but consider collapsing the example invocations to two representative cases.

DimensionReasoningScore

Conciseness

The body is mostly efficient with concrete tables and structured phases, but at ~290 lines it carries redundancy (the Key Rules section reiterates Workflow points) and could be tightened; not quite 'every token earns its place'.

2 / 3

Actionability

Gives concrete, copy-paste-ready guidance throughout — specific file paths, CSV/JSON formats, an inference-strategy table, and four example invocations — so Claude knows exactly what to produce.

3 / 3

Workflow Clarity

Phases 0–4 are clearly sequenced with explicit validation checkpoints (stopping conditions, constraint checks, 'parse metrics programmatically') and a feedback loop for repeated crashes that re-validates metric comparability before resuming.

3 / 3

Progressive Disclosure

No bundle files exist and the content is a single ~290-line monolith with large inline tables (use cases, inference strategies, report template) that could be split into references; the only external link is the out-of-bundle shared-references file.

2 / 3

Total

10

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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.

A strong, third-person description that pairs concrete capabilities with an explicit trigger clause covering natural user phrasings. It is concise yet complete with low conflict risk.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'Runs a program, analyzes results, tunes parameters, and iterates until objective is met or timeout' — matching the anchor for several specific concrete actions.

3 / 3

Completeness

Clearly answers both what (autonomous design space exploration loop that runs/analyzes/tunes/iterates) and when via an explicit 'Use when user says ...' clause.

3 / 3

Trigger Term Quality

Explicit natural trigger phrases users would say — 'DSE', 'design space exploration', 'sweep parameters', 'optimize', 'find best config', 'iterative parameter tuning' — give good coverage of common variations.

3 / 3

Distinctiveness Conflict Risk

A clear niche (computer architecture and EDA design space exploration) with distinct, domain-specific triggers makes it unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

81%

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

Validation13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

relative_links

Relative link issues: 1 suspicious

Warning

Total

13

/

16

Passed

Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Reviewed

Table of Contents

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