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dynamic-workflow-mode

Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode and other adaptive agent harnesses. Use when building a task-local harness, adding eval gates, or extracting a reusable skill from ad-hoc work.

68

Quality

83%

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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 body is an exemplary lean, instruction-only skill: concrete decision tree, scaffold template, promotion criteria, and output standard with no filler. Its main gaps are the lack of runnable eval examples and an explicitly spelled-out validation feedback loop.

DimensionReasoningScore

Conciseness

The body is lean and dense — headings, bullets, one table, and one fill-in template with no padding and no explanation of concepts Claude already knows. Every section carries non-obvious, opinionated guidance, matching the top anchor.

5 / 5

Actionability

Provides a concrete harness template, a five-step decision tree, explicit promotion criteria ("at least two of these"), a per-work-type eval gate table, and an output standard checklist. Not a 5 because the eval-gate entries are generic descriptors (e.g., "Fixture transcript or seeded work item with expected routing") rather than runnable checks or commands.

4 / 5

Workflow Clarity

The sequence (decide via tree → scaffold template → run loop → extract skill → gate → handoff) is clear with explicit stop conditions ("Stop on failed gate, unclear ownership, or unsafe external action") and a validation step inside the loop. Not a 5 because the eval → fix → re-run feedback loop is implied rather than explicitly spelled out; no destructive or batch operations trigger the cap.

4 / 5

Progressive Disclosure

A self-contained single file with well-organized sections; the only referenced paths ("skills/<name>/SKILL.md") are output targets, not dangling bundle references. Not a 5 because at ~125 lines a portion (e.g., the harness template or eval gate table) could arguably be split into reference files, and no external navigation is provided.

4 / 5

Total

17

/

20

Passed

Description

83%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 with a clear what/when split, third-person voice, and concrete trigger phrases tightly aligned to the skill's actual scope. The only weakness is slightly abstract capability terms and missing common synonyms in the trigger list.

DimensionReasoningScore

Specificity

Names several specific actions ("Design task-local harnesses, eval gates, and reusable skill extraction") with only minor coverage gaps — control pane checkpoints and handoff artifacts from the body are not surfaced. Not a 5 because the action list is not fully comprehensive, and not a 3 because well more than 1-2 concrete actions are named.

4 / 5

Completeness

Explicitly answers both: what ("Design task-local harnesses, eval gates, and reusable skill extraction for Claude dynamic workflow mode...") and when ("Use when building a task-local harness, adding eval gates, or extracting a reusable skill from ad-hoc work") with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

"task-local harness", "eval gates", "extracting a reusable skill", and "dynamic workflow mode" are natural phrases a user would say. Not a 5 because common synonyms like "custom command", "agent harness", or "workflow automation" are missing.

4 / 5

Distinctiveness Conflict Risk

The dynamic-workflow-mode / harness-per-task niche is distinct with dedicated triggers, so it is unlikely to fire for unrelated skills. Minor overlap remains with generic skill-authoring or workflow skills, keeping it below a 5.

4 / 5

Total

17

/

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

metadata_version

'metadata.version' is missing

Warning

Total

15

/

16

Passed

Repository
affaan-m/ECC
Reviewed

Table of Contents

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