Introduction

In DSH’s “Everything is a Plugin” mode, multiple skills and plugins may already be installed in the project. Common questions are: Are they usable, do they match the current user persona and project, do they conflict or duplicate each other, and is the description in need of refinement?

Below introduces skills-summarize-audit-skill. It is a DSH skills package plugin for reviewing installed skills and plugins; it is read-only by default and does not handle installation, updates, publishing, configuration, migration, or history cleanup.

What is this

skills-summarize-audit-skill is maintained by gtbwpkwjnb-alt and is licensed under MIT.

It covers the following capabilities:

  • Review of installed skills/plugins for issues
  • Version/availability verification
  • User persona identification and scoring
  • Conflict and complementarity analysis
  • Refinement of skill descriptions (translation)
  • Project profile
  • Skill/plugin recommendations

Core Features

Issue Review

Perform issue checks on installed skills and plugins, outputting evidence, severity, version, availability, and handling solutions.

Persona Identification and Scoring

Based on user persona, structured usage evidence, and skill metadata, provide persona hit terms, health dimensions, scores, and evidence status.

Conflicts and Complementarity

Analyze whether there are conflicting, complementary, or unrelated relationships between skills/plugins, and provide overlap degrees and reasons.

Refinement of Descriptions (Translation)

Generate Chinese short_description candidates while preserving English names, accompanied by quality and source gates.

Project Profile and Recommendations

Generate a factual profile for the current or specified project directory, and output suggestions based on a translation checklist, project profile, or explicit gaps.

Installation and Enablement

First, add the plugin from GitHub via the DSH plugin system:

dsh plugin --profile web add github:gtbwpkwjnb-alt/skills-summarize-audit-skill

This command installs the DSH skills package plugin from a GitHub repository. After installation, restart dsh web.

After enabling, the skill will appear in Settings → Plugins and will be lazy-loaded (progressive disclosure) as needed.

Typical Usage

The following trigger words come from verified usage examples:

  • Send Skill Review: Review issues, versions, persona matching, scoring, conflicts/complementarity, and combine translation, profile, and recommendations as requested.
  • Send Skill Issue Review / Plugin Issue Review: Run local read-only issue detection, outputting evidence, severity, and handling solutions.
  • Send Skill Refinement or Skill Review Refinement: Only generate translation candidates.
  • Send Project Profile: Only generate a factual profile of the current project.
  • Send Skill Recommendation or Plugin Recommendation: Only output suggestions.

Boundaries

Before installation, it is recommended to confirm these boundaries:

  • Read-only by default; does not handle installation, updates, publishing, configuration, migration, or history cleanup.
  • Does not write to Codex UI, plugin cache, system skills, configuration, or project files.
  • External search requires explicit user consent; outputs unavailable when there is no evidence.
  • The plugin shell has no npm dependencies, is a read-only skill provider, has no tools, no credentials, and no network requests.

Environment Dependencies

  • scripts/analyze_project_profile.py requires PyYAML. When missing, it outputs a unavailable fallback message with exit code 2; related tests and the validate project persona gate are automatically skipped.
  • scripts/collect_codex_display_candidates.py and scripts/audit_skill_plugin_issues.py require Python ≥ 3.11. PyYAML is an optional dependency for the collect script and will automatically degrade when missing.

Use Cases and Notes

Suitable for people already using DSH who need to check the status of installed skills/plugins, organize skill descriptions, or evaluate project compatibility.

Before installation, it is recommended to check the source code, scripts, and MIT license. The plugin runs with the current DSH environment, and its accessible scope is affected by the permissions of the current dsh process; therefore, risks should be assessed based on the actual running environment.

Regarding compatibility, verified materials confirm the tested compatible version is dsh v0.1.1-rc.2 (2026-08-22). As of 2026-09-05, materials have not confirmed compatibility with the current DSH version; if interface changes are encountered, refer to the official DSH documentation.

References

  • GitHub: https://github.com/gtbwpkwjnb-alt/skills-summarize-audit-skill
  • Directory Page: Currently, verified materials do not provide a stable link.