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stack-trace-python-probe

Internal helper for meta-stack-trace-investigator. Use when a Python traceback needs Python-specific root-cause checks, pytest reproducer guidance, and defensive patch targets.

68

Quality

83%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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.

A minimal, well-structured probe template that is highly token-efficient and clearly sequenced with a verify step. Its main weakness is that the actionable fields are placeholders rather than concrete worked examples.

Suggestions

Add one short worked example showing the template filled in for a representative traceback (e.g. a KeyError) so the placeholder fields have a concrete model to follow.

Include an explicit validate-fix-retry loop note (e.g. "run VERIFY; if it fails, revise PATCH_TARGETS and re-run") to turn the single VERIFY step into a feedback loop.

Tighten the CHECKS and PATCH_TARGETS placeholders with 1-2 concrete instance hints per field (e.g. example guard-clause or pydantic validation patterns) to lift actionability.

DimensionReasoningScore

Conciseness

Extremely lean — a bare template plus two command-shape hints with zero padding or explanation of concepts Claude already knows; every token earns its place.

5 / 5

Actionability

Provides a clear output template and concrete command shapes ("pytest -k <symbol>", "python -m pytest <path>"), but the CHECKS/REPRODUCER/PATCH_TARGETS fields are placeholder-driven rather than executable examples, leaving key specifics to be filled in.

3 / 5

Workflow Clarity

The template imposes a clear CHECKS → REPRODUCER → PATCH_TARGETS → VERIFY sequence with an explicit VERIFY checkpoint and a safety note ("Do not recommend destructive commands"), though there is no validate-fix-retry feedback loop.

4 / 5

Progressive Disclosure

Under 50 lines with no need for external references; the template sections are well-organized and self-contained, satisfying the simple-skill exception for progressive disclosure.

5 / 5

Total

17

/

20

Passed

Description

87%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 tight, well-scoped description that clearly states both purpose and trigger conditions with concrete, domain-specific language. Minor additional specificity in naming the exact check types would push it further.

DimensionReasoningScore

Specificity

Names the domain and several concrete actions — "Python-specific root-cause checks, pytest reproducer guidance, and defensive patch targets" — but the actions remain somewhat abstract rather than fully enumerated, leaving minor gaps.

4 / 5

Completeness

Explicitly answers both what ("Internal helper for meta-stack-trace-investigator" with the three check/reproducer/patch-target actions) and when ("Use when a Python traceback needs...") with concrete trigger phrases, in third-person voice.

5 / 5

Trigger Term Quality

Includes natural terms a user would say ("Python traceback", "pytest") with good keyword coverage, though a few natural synonyms or phrasings are missing.

4 / 5

Distinctiveness Conflict Risk

Clear narrow niche scoped to Python tracebacks and the meta-stack-trace-investigator parent, with distinct triggers and minimal overlap risk with other skills.

5 / 5

Total

18

/

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
TokenRhythm/opensquilla
Reviewed

Table of Contents

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