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deepchat-cli

Use DeepChat's bundled CLI control plane for model inference, image/video/speech generation, transcription, OCR, artifact inspection, public configuration, Skills, and MCP operations. Activate when a user asks to invoke DeepChat capabilities that are not already exposed as a more specific tool, compare models, run a benchmark, inspect DeepChat runtime state, or manage DeepChat through the CLI.

74

Quality

93%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

93%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, executable CLI reference with concrete command blocks and disciplined rules around approvals, recursion, and benchmarking. Its only weakness is that some batch workflows could state explicit validate-fix-retry loops more directly.

Suggestions

For benchmark runs, add an explicit validate-fix-retry loop (run -> inspect exit status/errors -> adjust -> re-run) to lift workflow_clarity to 5.

Make the OCR cache-state classification a short numbered sequence (check reported pre-extraction runtime state -> classify hit/miss/cold/offline -> act) so the validation path is unambiguous.

Surface the 'discover IDs before invoking' guidance as an explicit pre-flight checkpoint at the top of each command section rather than only in prose.

DimensionReasoningScore

Conciseness

Lean rule-list and command-block style that assumes Claude's competence; directives like 'Always discover provider and model IDs rather than guessing them' add only non-obvious guidance.

5 / 5

Actionability

Copy-paste-ready 'deepchat' command blocks per domain with explicit option placement and disallowed-verb lists give fully executable guidance for the common cases.

5 / 5

Workflow Clarity

Although this is a reference skill rather than a linear workflow, batch/destructive operations carry explicit validation guidance (record exit status/wall time/errors, preserve failed samples, classify OCR cache states), with only minor checkpoint gaps.

4 / 5

Progressive Disclosure

A single well-organized SKILL.md with clearly labeled sections and no bundle files; per the simple-skill guidance, well-organized sections warrant the top score.

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 specific, well-triggered description that names a concrete capability surface and provides an explicit activation clause. It is distinctive and unlikely to conflict with other skills.

DimensionReasoningScore

Specificity

Lists multiple concrete actions across a broad capability surface — 'model inference, image/video/speech generation, transcription, OCR, artifact inspection, public configuration, Skills, and MCP operations' — matching the comprehensive-coverage anchor.

5 / 5

Completeness

It explicitly states what the skill does and provides a concrete 'Activate when...' trigger clause enumerating user-request conditions, satisfying both what and when.

5 / 5

Trigger Term Quality

Natural phrases a user would say are present ('compare models', 'run a benchmark', 'manage DeepChat through the CLI'), but a few common synonyms/variations are absent, fitting just below the comprehensive anchor.

4 / 5

Distinctiveness Conflict Risk

The DeepChat CLI control-plane niche is clear, and it explicitly excludes capabilities 'already exposed as a more specific tool,' minimizing overlap with other skills.

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
ThinkInAIXYZ/deepchat
Reviewed

Table of Contents

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