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checklist-runner

Generic checklist execution engine for any .md checklist. Use this skill when an agent needs to validate work against a checklist. Supports YOLO (autonomous) and interactive modes with pass/fail/partial verdicts.

68

Quality

83%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

100%

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 tight, actionable instruction set with a clear multi-step workflow, intrinsic verification checkpoints, and a complete report template. It respects Claude's intelligence and needs no external bundle for its scope.

DimensionReasoningScore

Conciseness

The body is lean and table-driven (mode table, verdict table, report template) and assumes Claude's competence without explaining what a checklist or pass rate is; every section earns its place.

3 / 3

Actionability

Gives fully executable guidance: concrete search paths, exact verdict symbols, a pass-rate formula, numeric decision thresholds (>=90%, 70-89%, <70%), and a copy-paste-ready markdown report template.

3 / 3

Workflow Clarity

A clearly sequenced 1–6 workflow with per-item verdict checkpoints, section summaries, and a final APPROVED/NEEDS_WORK/FAIL gate; verification is intrinsic to the task (each item is checked against evidence) and the operation is non-destructive, so the missing retry loop does not warrant a cap.

3 / 3

Progressive Disclosure

A single self-contained file with well-organized sections and no nested references; the externally referenced .md files are inputs (checklists to run), not skill-bundle references, so the structure is appropriately flat.

3 / 3

Total

12

/

12

Passed

Description

67%

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 cleanly states both purpose and an explicit trigger, in appropriate third-person voice. Its main weakness is generic breadth and limited trigger-term variation, which leaves it somewhat indistinct from other validation skills.

Suggestions

Add concrete trigger phrases users would actually say (e.g., 'review against definition of done', 'pre-push quality gate', 'verify story completion') to broaden natural-term coverage.

Tighten the niche by naming the specific checklist families it targets rather than 'any .md checklist', reducing overlap with general review skills.

List a couple more concrete actions (e.g., 'produces a pass/fail report with section-by-section pass rates and an APPROVED/NEEDS_WORK/FAIL decision') to lift specificity.

DimensionReasoningScore

Specificity

Names the domain ('Generic checklist execution engine for any .md checklist') and several concrete capabilities ('YOLO (autonomous) and interactive modes with pass/fail/partial verdicts'), but the action list is not comprehensive — it stops short of enumerating the distinct actions the way a level-3 example does.

2 / 3

Completeness

Clearly answers both what ('Generic checklist execution engine... validate work against a checklist') and when via an explicit trigger clause ('Use this skill when an agent needs to validate work against a checklist').

3 / 3

Trigger Term Quality

Includes relevant natural terms ('checklist', 'validate work against a checklist') a user might say, but coverage of common variations is thin — no synonyms like 'review', 'verify', 'definition of done', or 'quality gate' that users would naturally invoke.

2 / 3

Distinctiveness Conflict Risk

The 'any .md checklist' framing is a recognizable niche, but the breadth ('any .md checklist', 'validate work') is generic enough that it could overlap with other review/verification skills, so it does not reach the clear-distinct-trigger level.

2 / 3

Total

9

/

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
SynkraAI/aiox-core
Reviewed

Table of Contents

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