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implement-issue

Triage, plan, and implement a fix or feature for a GitHub issue end-to-end

Quality

81%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

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.

The content is a strong, highly actionable workflow: every step carries executable commands, explicit validation checkpoints, and error-recovery guidance, with dependencies on external materials clearly signaled. The only weaknesses are minor — a few justificatory sentences that could be trimmed and no progressive-disclosure structure beyond the inline body.

DimensionReasoningScore

Conciseness

The body is efficient and assumes Claude's competence, but a few rationale sentences could be trimmed, e.g., "Before jumping to a fix, verify assumptions. This step prevents wasted effort on the wrong solution" and the 7b explanation "This is valuable when you cannot fully predict how the external system handles the input... It proves the test is meaningful and not a no-op."

4 / 5

Actionability

Fully executable guidance throughout: the exact `gh issue view ISSUE --json ...` command, a branch-name template with a concrete example (`fix/3529-dedup-sort-escape`), `/worktree-from-issue {branch-name}`, `make format && make lint`, and a copy-paste report template covering the common cases.

5 / 5

Workflow Clarity

Eight clearly numbered steps with explicit validation checkpoints and feedback loops: cwd verification ("Stop with an error if the cwd cannot be set"), plan approval via ExitPlanMode, "Stop and fix issues before proceeding to the next step", the revert-fix/run-test/restore regression-proof loop, and "Wait for the human to confirm before committing."

5 / 5

Progressive Disclosure

The ~200-line body is well-organized into clearly signaled sections and points one level deep to external materials (`/worktree-from-issue`, `@CLAUDE.md`, `@.claude/rules/worktree.md`); no bundle files exist, and the rubric reserves a 5-by-organization alone for skills under 50 lines.

4 / 5

Total

18

/

20

Passed

Description

66%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 states several concrete capabilities in a well-defined niche, but lacks any explicit trigger guidance for when to use the skill, which caps its completeness and leaves some natural trigger phrases uncovered. Adding a "Use when..." clause would resolve the main weakness.

Suggestions

Add a "Use when..." clause (e.g., "Use when the user asks to fix, resolve, or implement a specific GitHub issue") to explicitly answer when the skill applies.

Include natural trigger variations such as "bug", "ticket", "resolve", or "close an issue" that users commonly say when requesting this work.

Optionally mention follow-through actions (e.g., verifying the fix or preparing a PR) to round out the capability coverage.

DimensionReasoningScore

Specificity

"Triage, plan, and implement a fix or feature for a GitHub issue end-to-end" names the domain (GitHub issues) and several concrete actions (triage, plan, implement fix or feature), matching the anchor for several specific actions with minor coverage gaps.

4 / 5

Completeness

The "what" is clear (triage, plan, and implement a fix or feature for a GitHub issue), but there is no "Use when..." clause or equivalent explicit trigger guidance — the "when" is only weakly implied — which caps completeness at 3 per the judging guidelines.

3 / 5

Trigger Term Quality

"GitHub issue", "fix", and "feature" are natural terms a user would say, giving good keyword coverage, but common synonyms like "bug", "ticket", "resolve issue", or "close issue" are missing.

4 / 5

Distinctiveness Conflict Risk

The "GitHub issue" niche is distinct with minimal conflict risk, though the description could still overlap with general coding or PR-review skills, fitting the mostly-distinct anchor.

4 / 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

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository

dlt-hub/dlt

Path

.claude/skills/implement-issue/SKILL.md

Reviewed

Table of Contents

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