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clear-cove-task-design

Use when orchestration or planning agents are producing task plans, task prompts, or TASK.md instructions that must be unambiguous, verifiable, and resistant to hallucination. Applies CLEAR (Concise, Logical, Explicit, Adaptive, Reflective) to structure and write agent task prompts, then adds CoVe (Chain of Verification) checks where accuracy risk is meaningful. Activates on draft task prompts, swarm plans, migration tasks, and multi-step plans requiring independently executable steps.

68

Quality

86%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%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 well-structured, highly actionable instruction skill with excellent workflow sequencing, validation feedback loops, and copy-paste-ready templates and lint messages. Its main weakness is that all content — including the large, conditionally-relevant migration criteria — lives in one monolithic SKILL.md with no progressive disclosure, plus a few trimmable redundancies.

Suggestions

Move the 'Migration and Data Conversion Tasks' section (~75 lines) into a references/migration-criteria.md file and signal it one level deep from the body ('For migration/data-conversion tasks, see references/migration-criteria.md for the four mandatory [E] criteria'), keeping SKILL.md as an overview.

Consider splitting the full 'Task Prompt Template' into its own reference file so the core CLEAR/CoVe guidance stays lean, with the template loaded only when emitting a revised task.

Trim redundancy: the persona opening, the 'When to Use This Skill' section duplicating frontmatter triggers, and the overlap between 'The Combined Model' and 'Your Output Responsibilities When Invoked' could each be collapsed.

DimensionReasoningScore

Conciseness

The body is dominated by lean imperative bullets with no explanation of concepts Claude already knows ('remove filler and meta commentary', 'Avoid vague terms: "handle", "improve"...'). Minor trimming is possible: the persona preamble ('You are a planning/orchestration assistant...'), 'When to Use This Skill' repeating the frontmatter triggers, and overlap between 'Order of operations' and 'Your Output Responsibilities' — efficient but not every token earns its place, so 4 rather than 5.

4 / 5

Actionability

Fully copy-paste-ready guidance for an instruction-only skill: a complete markdown task template, a canonical 8-step section ordering, exact lint messages ('[E]: MISSING — migration task must include a content completeness assertion'), and concrete commands ('grep -h "^status:" real_data/*.md | sort -u', 'uv run plugins/development-harness/scripts/verify_migration_fidelity.py'). Absence of code is not penalized since the guidance is highly actionable, matching the 5 anchor.

5 / 5

Workflow Clarity

Multi-step processes are clearly sequenced ('1. Use CLEAR to structure... 2. Add CoVe only where accuracy risk justifies verification. 3. Control verbosity...') with explicit validation checkpoints and feedback loops ('Revise the output if any check fails or uncertainty remains', 'If any item fails, revise the task prompt'). The pre-finalize linting checklist and scorer-behavior gate provide error-recovery loops, matching the 5 anchor.

5 / 5

Progressive Disclosure

The skill is a single ~285-line file with no references/ bundle; specialized conditional content is inlined — the ~75-line migration section ('four additional [E] criteria are mandatory... before the task scores as CLEAR-compliant') and the swarm-planning guidance apply only to specific task types and could live in one-level-deep reference files. Structure exists (clear headers, template), but content that should be separate is inline, matching anchor 3 rather than 4.

3 / 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 that explicitly answers both what (apply CLEAR to structure/write agent task prompts, add CoVe verification checks) and when (draft task prompts, swarm plans, migration tasks, multi-step plans), with mostly natural trigger terms. Slight headroom remains in specificity and trigger synonym coverage, and the broad 'planning agents' framing creates minor conflict risk with general planning skills.

DimensionReasoningScore

Specificity

Several concrete actions are named: 'Applies CLEAR (Concise, Logical, Explicit, Adaptive, Reflective) to structure and write agent task prompts' and 'adds CoVe (Chain of Verification) checks where accuracy risk is meaningful'. Minor gaps remain (scoring drafts, revising, and linting against CLEAR are core duties in the body but absent from the description), so this sits at anchor 4 rather than 5, and clearly above anchor 3's 1–2 actions.

4 / 5

Completeness

Both what and when are explicit: what — 'Applies CLEAR... to structure and write agent task prompts, then adds CoVe (Chain of Verification) checks'; when — 'Use when orchestration or planning agents are producing task plans, task prompts, or TASK.md instructions' plus 'Activates on draft task prompts, swarm plans, migration tasks, and multi-step plans'. This matches the 5 anchor with concrete trigger phrases.

5 / 5

Trigger Term Quality

Good natural keyword coverage: 'task plans', 'task prompts', 'TASK.md instructions', 'swarm plans', 'migration tasks', 'multi-step plans', plus 'unambiguous, verifiable, and resistant to hallucination'. A few natural phrasings a user might say are missing (e.g. 'write tasks for agents', 'agent instructions', 'worker tasks'), placing it at anchor 4 rather than comprehensive anchor 5.

4 / 5

Distinctiveness Conflict Risk

It occupies a clear niche (task-prompt authoring for worker agents) with distinct triggers like 'TASK.md instructions' and 'swarm plans', but the opening 'Use when orchestration or planning agents are producing task plans' overlaps with general planning/orchestration skills. Minor overlap risk with closely related skills puts it at anchor 4, not 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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository

Jamie-BitFlight/claude_skills

Path

plugins/development-harness/skills/clear-cove-task-design/SKILL.md

Reviewed

Table of Contents

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