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coding-agent-helpers/compact-debug-ledger

Use when a debugging thread needs to be compressed into a reusable investigation ledger. Capture the target, evidence, attempted fixes, ruled-out hypotheses, viable hypotheses, and next experiments. Good triggers include "compact this debugging session", "summarize what we've tried", and "turn this into a debugging ledger".

99

3.66x
Quality

100%

Does it follow best practices?

Impact

99%

3.66x

Average score across 8 eval scenarios

SecuritybySnyk

Passed

No known issues

Overview
Quality
Evals
Security
Files

Quality

Discovery

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

This is a strong skill description that clearly defines its purpose, lists specific concrete actions, provides explicit trigger guidance with natural user phrases, and occupies a distinct niche. It follows the recommended pattern of 'Use when...' with additional trigger examples, and uses appropriate third-person voice throughout.

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: capture the target, evidence, attempted fixes, ruled-out hypotheses, viable hypotheses, and next experiments. Also specifies the output format as a 'reusable investigation ledger'.

3 / 3

Completeness

Clearly answers both what (compress debugging thread into a reusable investigation ledger capturing specific elements) and when (explicit 'Use when' clause plus 'Good triggers include' with concrete example phrases).

3 / 3

Trigger Term Quality

Includes natural trigger phrases users would actually say: 'compact this debugging session', 'summarize what we've tried', 'turn this into a debugging ledger'. Also includes domain terms like 'debugging thread', 'investigation ledger', and 'hypotheses'.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive niche: specifically about compressing debugging sessions into structured ledgers. The combination of 'debugging', 'ledger', 'hypotheses', and 'investigation' creates a clear, unique identity unlikely to conflict with general summarization or debugging skills.

3 / 3

Total

12

/

12

Passed

Implementation

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This is an excellent skill that is concise, well-structured, and highly actionable. It provides a clear template and strict rules without over-explaining concepts Claude already understands. The separation of workflow steps, output format, and rules makes it easy to follow and apply consistently.

DimensionReasoningScore

Conciseness

Every line serves a purpose. No unnecessary explanations of what debugging is or how ledgers work. The format is lean and assumes Claude understands the concepts.

3 / 3

Actionability

The output format is a concrete, copy-paste-ready template with clear placeholders. The workflow steps are specific and the rules section provides unambiguous constraints (e.g., exactly one of three labels). This is an instruction-only skill where code isn't needed, and the guidance is fully actionable.

3 / 3

Workflow Clarity

The 6-step workflow is clearly sequenced and logically ordered from extraction through to next experiments. For this type of non-destructive summarization task, explicit validation checkpoints aren't necessary, and the rules section serves as implicit quality checks (e.g., enforcing label consistency).

3 / 3

Progressive Disclosure

This is a simple, single-purpose skill under 50 lines. The content is well-organized into clear sections (Goal, Workflow, Output Format, Rules) with no need for external references. The structure supports easy scanning and discovery.

3 / 3

Total

12

/

12

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Reviewed

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