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nopua-lite

NoPUA Lite — core wisdom in ~1.5k tokens. Drives AI with trust and inner motivation instead of fear. Same Daoist philosophy, minimal footprint. For personal use and small-context models.

53

Quality

60%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

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tessl review fix ./skills/nopua-lite/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-3

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 well-organized, actionable methodology with clear sequenced workflows and verification steps; its main weakness is token overhead from repeated bilingual philosophical quotes that could be tightened.

DimensionReasoningScore

Conciseness

The body is mostly lean and well-structured, but bilingual Daoist quotes (Chinese + translation + citation) repeated across six sections and closing motivational questions add tokens that could be tightened without losing the methodology.

2 / 3

Actionability

Guidance is concrete and specific for an instruction skill: an ordered Observe checklist ("verify every assumption with tools (version, path, permissions, deps)", "Invert"), a failure-count to action table, and a delivery standard ("Changed code → build it", "Wrote API call → curl it").

3 / 3

Workflow Clarity

The Way of Water gives a clearly sequenced 5-step process (Stop, Observe, Turn, Act, Realize) with explicit verification criteria ("clear verification criteria", "Tool-verify, don't mouth-verify") and the Cognitive Elevation table acts as an escalation checklist with feedback loops.

3 / 3

Progressive Disclosure

As a self-contained "Lite" overview it is well-organized into clearly headed sections and points to the full version via one clearly signaled external link, with no bundle files present to require deeper reference structure.

3 / 3

Total

11

/

12

Passed

Description

35%Weight 40%Scale 1-3

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 communicates a clear philosophy and positioning but lacks concrete actions, natural trigger terms, and an explicit "Use when..." clause, leaving its activation guidance weak.

Suggestions

Add an explicit "Use when..." trigger clause naming the situations users actually voice (e.g., repeated task failures, wanting to give up, blaming the environment).

Replace positioning fluff ("core wisdom", "minimal footprint") with concrete behaviors the skill enforces.

Add natural user keywords so the description surfaces when a user describes the triggering situation.

DimensionReasoningScore

Specificity

Names a domain and a mechanism ("Drives AI with trust and inner motivation instead of fear") but the surrounding phrases ("core wisdom", "Daoist philosophy", "minimal footprint") are positioning fluff rather than concrete actions, so it stops short of multiple specific actions.

2 / 3

Completeness

It states a weak "what" (drives AI via trust vs fear) but the "when" is only an audience hint ("For personal use and small-context models"), not an explicit trigger, so per the rubric a missing "Use when..." clause caps completeness at 2.

2 / 3

Trigger Term Quality

There are no natural keywords a user would actually say; terms like "Daoist philosophy", "inner motivation", and "minimal footprint" are jargon/positioning rather than user-spoken triggers, and no "Use when..." trigger phrasing is present.

1 / 3

Distinctiveness Conflict Risk

The Daoist/wisdom framing is a recognizable niche, but "Drives AI with trust and inner motivation" is generic enough to overlap with general assistant-behavior guidance, and the near-absence of distinct triggers keeps it from being clearly separable.

2 / 3

Total

7

/

12

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
wuji-labs/nopua
Reviewed

Table of Contents

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