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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

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

The canonical home for this skill is coding in slurpyb/pi-taskfile

SKILL.md
Quality
Evals
Security

Quality

Content

88%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 exceptionally well-crafted instruction-only skill body: lean policy prose, a clearly sequenced workflow with explicit verification and recovery checkpoints, and a well-signaled reference routing system. The only notable gap is a referenced local file (PERSONALIZATION.md) that is not present in the bundle.

DimensionReasoningScore

Conciseness

The body is lean, dense policy prose with no padding and no explanation of concepts Claude already knows; every sentence carries project-specific guidance (e.g., "Preserve unrelated work and its staged/unstaged distinction; ownership is not implied by a dirty working tree") and nothing is identifiable to trim.

5 / 5

Actionability

Mostly concrete, executable guidance with named targets ("Read the working project's applicable `AGENTS.md`", "use a separate verifier with fresh context through Testing", "Inspect unfamiliar helpers before executing them"), but some judgment-altitude policy ("Keep the report proportional") and no concrete worked examples keep it short of fully executable.

4 / 5

Workflow Clarity

The six-step workflow is clearly sequenced and includes an explicit verification step ("Verify from requirements, in fresh context... choose a check that could expose the feared mistake") plus recovery conditions ("pause the affected action when scope, ownership, or permission becomes unclear"), matching the top anchor.

5 / 5

Progressive Disclosure

A short overview routes to one-level references, each with an explicit when-to-read trigger, and the in-bundle reference (references/specialists.md) exists and matches its link; however, PERSONALIZATION.md is referenced as a local file but is absent from the bundle, a minor organization gap.

4 / 5

Total

18

/

20

Passed

Description

80%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 strong description that clearly states what the skill does and when to read it, with a well-formed "Read before..." trigger clause and multiple concrete actions. Its main weakness is the intentionally broad umbrella scope, which creates real overlap risk with the specialist skills it references.

Suggestions

Narrow the trigger scope or add a distinguishing clause (e.g., "use as the entry point before loading any specialist skill") so it is less likely to be skipped as redundant when a specialist skill like Testing or Planning already matches.

Add one or two common user phrasings (e.g., "debug", "implement", "build") to the Read-before clause to broaden natural trigger coverage.

DimensionReasoningScore

Specificity

The description lists several concrete actions ("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") with only minor coverage gaps, though the actions remain at a behavioral altitude rather than deliverable-level specifics.

4 / 5

Completeness

Both what ("Establish the user's outcome and project context, select relevant specialist guidance... close with evidence") and when ("Read before investigating, planning, reviewing, editing, or verifying code and technical documentation"; "Revisit when the task or scope changes") are explicitly answered with concrete trigger activities, matching the top anchor.

5 / 5

Trigger Term Quality

Natural keywords users would actually say are well covered ("software work", "code", "technical documentation", "planning, reviewing, editing, or verifying"), but common variations like debug, implement, build, or refactor are missing, so it falls just short of comprehensive.

4 / 5

Distinctiveness Conflict Risk

"Start here for software work with Slurpyb" is an intentional umbrella that overlaps with the very specialist skills it routes to (planning, testing, reviewing), though the explicit router framing ("select relevant specialist guidance") and named collection keep it somewhat distinguishable rather than fully generic.

3 / 5

Total

16

/

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.y8whYsNw/SKILL.md

Reviewed

Table of Contents

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