dynamic-workflow-mode

Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses.

Quality

83%

Does it follow best practices?

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Adds up to 20 points to the overall score

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Securityby

Passed

No findings from the security scan

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 tightly organized, actionable skill: a concrete template, decision tree, and eval-gate table drive execution, with explicit validation and stop conditions in the workflow loop.

Dimension	Reasoning	Score
Conciseness	Lean and structured; it assumes Claude's competence, avoids explaining basic concepts, and uses lists, a template, and a table so most tokens earn their place.	3 / 3
Actionability	Provides a copy-paste harness template, a concrete decision tree, and a work-type-to-eval-gate table — specific, actionable guidance rather than vague direction.	3 / 3
Workflow Clarity	Sequences the harness loop explicitly (discover, generate, eval, record, stop) with an explicit eval gate and stop condition, giving clear validation checkpoints and a feedback loop.	3 / 3
Progressive Disclosure	Well-organized into clearly headed sections with easy navigation; the content is cohesive overview-level guidance that does not warrant splitting into separate files, and no nested references are present.	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 is specific and occupies a distinct niche, but it omits an explicit 'Use when...' trigger clause and relies on somewhat jargon-heavy terms, which weakens trigger quality and completeness.

Suggestions

Append an explicit 'Use when...' clause naming natural user phrases (e.g., 'Use when the user mentions dynamic workflows, custom harnesses, or harness-per-task automation').

Soften jargon in the description by adding common variations users would actually say, such as 'custom harnesses' or 'adaptive workflows'.

Dimension	Reasoning	Score
Specificity	Names multiple concrete actions — 'Design task-local harnesses, eval gates, and reusable skill extraction' — listing several specific capabilities rather than vague abstractions.	3 / 3
Completeness	Clearly states what the skill does, but lacks an explicit 'Use when...' trigger clause; per the rubric a missing explicit trigger guidance caps completeness at 2.	2 / 3
Trigger Term Quality	Includes relevant terms like 'dynamic workflow mode' and 'adaptive agent harnesses', but leans technical ('task-local harnesses', 'eval gates') and misses more natural phrasings a user might say.	2 / 3
Distinctiveness Conflict Risk	Targets a clear niche — Claude dynamic workflow mode and adaptive agent harnesses — with triggers unlikely to fire for unrelated skills.	3 / 3
	Total	10 / 12 Passed

Validation

93%

Warnings & errors only

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

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning

	Total	15 / 16 Passed

Repository: affaan-m/ECC
Path: skills/dynamic-workflow-mode/SKILL.md
Commit: 754b8dd

Reviewed: 2 days ago

Table of Contents

Discovery Implementation Validation

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