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coding

Start here for software work with Slurpyb. Read before investigating, planning, reviewing, editing, or verifying code and technical documentation. Establish the user's outcome and project context, select relevant specialist guidance, work within the authorized scope, and close with evidence. Revisit when the task or scope changes.

Quality

82%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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.

The body is an efficiently written, well-sequenced workflow with strong reference routing and explicit authorization/verification checkpoints. Weaknesses are minor: a few abstract directives and one referenced file (PERSONALIZATION.md) missing from the bundle.

Suggestions

Ground the more abstract directives with a brief concrete example or decision rule, especially 'Choose a proportional approach' and 'Reuse appropriate platform capabilities'.

Add a fix-and-recheck feedback loop (or point to one in Testing) for the verification step so failed checks have an explicit recovery path.

Resolve the PERSONALIZATION.md reference — include the file in the bundle or update the link per the skill's own missing-target guidance.

DimensionReasoningScore

Conciseness

The body is lean with zero padding and no explanation of concepts Claude already knows; every sentence is compressed directive guidance ("Read an existing brief or task before inventing another", "Preserve unrelated work and its staged/unstaged distinction"), matching the lean-and-efficient anchor.

5 / 5

Actionability

As an instruction-only skill it provides mostly concrete directives ("Read the working project's applicable AGENTS.md", "use a separate verifier with fresh context through Testing", "proceed with a stated, reversible assumption"), but several directives stay abstract ("Reuse appropriate platform capabilities", "Choose a proportional approach"), leaving minor gaps.

4 / 5

Workflow Clarity

Six numbered steps form a clear sequence with most checkpoints present (pause when scope/ownership/permission is unclear, separate fresh-context verifier, explicit authorization gates for commits and destructive cleanup), but verification remains process-level without an explicit fix-and-recheck feedback loop for the gated actions.

4 / 5

Progressive Disclosure

A concise overview routes to well-signaled one-level-deep references, each with a 'read when' condition, and the bundled references/specialists.md exists and is well organized; however, PERSONALIZATION.md is referenced but missing from the bundle, and many links point outside it (partially mitigated by the explicit sibling-plugin availability note and missing-target guidance).

4 / 5

Total

17

/

20

Passed

Description

76%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.

The description clearly and explicitly states both capabilities and trigger conditions with mostly natural language, scoring well on completeness and specificity. Its main weakness is distinctiveness: as a broad session-baseline router it overlaps with nearly every software-related skill's trigger surface.

Suggestions

Sharpen the trigger surface with more concrete user phrasings (e.g., debugging, fixing a bug, adding a feature, writing/running project commands) so the 'when' matches what users actually say.

Distinguish the router role from specialist skills by naming what makes it the entry point (orientation, guidance selection, scope/authorization, evidence-backed closure) versus the specialists it routes to.

Consider listing a couple of concrete artifacts or actions (e.g., 'reads AGENTS.md/project instructions', 'routes to planning, design, testing guidance') to make the 'what' more tangible.

DimensionReasoningScore

Specificity

Enumerates concrete activities ("investigating, planning, reviewing, editing, or verifying code and technical documentation") and specific actions ("Establish the user's outcome and project context, select relevant specialist guidance, work within the authorized scope, and close with evidence"), but the actions remain process-level rather than fully concrete, matching the minor-gaps anchor rather than comprehensive coverage.

4 / 5

Completeness

Explicitly answers both what it does (establish outcome/context, select specialist guidance, stay in authorized scope, close with evidence) and when to use it ("Read before investigating, planning, reviewing, editing, or verifying code and technical documentation" plus "Revisit when the task or scope changes") with concrete trigger activities, matching the top anchor.

5 / 5

Trigger Term Quality

Includes natural phrases users would say ("investigating", "planning", "reviewing", "editing", "verifying", "code and technical documentation") with good coverage, but misses common variations such as "debugging", "fixing", or "writing" a feature.

4 / 5

Distinctiveness Conflict Risk

"Start here for software work with Slurpyb" claims the entire software-work domain, giving high overlap risk with virtually any coding, review, or documentation skill; only the Slurpyb scoping keeps it above the entirely-generic anchor.

2 / 5

Total

15

/

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.

Validation — 15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 1 missing, 8 suspicious

Warning

Total

15

/

16

Passed

Repository

slurpyb/pi-taskfile

Path

.agents/references/agent/ref.WgDR1MZO/SKILL.md

Reviewed

Table of Contents

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