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plano-observability-debugging

Improve Plano tracing and debugging workflows. Use for sampling strategy, span attributes, and trace query-based root-cause analysis.

75

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

85%

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

A lean, well-organized body that respects the token budget and gives a clear sequenced checklist with verification guidance. Its main weakness is actionability: it names tools and rules but stops short of executable, copy-paste-ready examples.

Suggestions

Add at least one concrete `planoai trace` example with real flags (e.g. `planoai trace --filter route=<route>` to isolate a misrouted request) so guidance is copy-paste ready.

Expand the "Apply These Rules" items inline or link to real reference files, since `observe-tracing`, `observe-span-attributes`, and `observe-trace-query` are currently unexpanded pointers with no matching bundle file.

Show a brief example of a useful span attribute (e.g. a header-derived attribute) to make step 2 of the checklist fully actionable.

DimensionReasoningScore

Conciseness

Roughly 30 lines with no re-explanation of concepts Claude already knows; every section earns its tokens and assumes Claude's competence, matching the lean-and-efficient anchor.

3 / 3

Actionability

Names a concrete tool ("Use `planoai trace` filters") and specific steps, but provides no complete executable example (e.g. a sample command with flags) and the "Apply These Rules" items (observe-tracing, observe-span-attributes, observe-trace-query) are unexpanded pointers, leaving key details missing.

2 / 3

Workflow Clarity

A clearly numbered Execution Checklist with explicit verification guidance ("Prefer trace evidence over assumptions", "Return exact commands to reproduce and validate findings"); for this simple, non-destructive skill the sequence and checkpoints are sufficient.

3 / 3

Progressive Disclosure

Under 50 lines with clean sections (When To Use, Apply These Rules, Execution Checklist) and no external bundle files, so well-organized sections alone satisfy the simple-skills note for a top score.

3 / 3

Total

11

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12

Passed

Description

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.

A concise, well-constructed description that names a specific domain, concrete capabilities, natural trigger terms, and an explicit use-when clause. It is distinguishable and free of fluff.

DimensionReasoningScore

Specificity

Lists multiple concrete capabilities — "sampling strategy, span attributes, and trace query-based root-cause analysis" — within a clearly named domain, matching the anchor that lists several specific concrete actions.

3 / 3

Completeness

Explicitly states what it does ("Improve Plano tracing and debugging workflows") and when to use it via an explicit "Use for ..." trigger clause, answering both what and when.

3 / 3

Trigger Term Quality

Includes natural terms a user would say such as "tracing and debugging", "sampling strategy", "span attributes", and "root-cause analysis", giving good coverage rather than just one keyword.

3 / 3

Distinctiveness Conflict Risk

Tied to the specific "Plano" system with niche triggers like "trace query-based root-cause analysis", making it unlikely to fire for unrelated skills.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
katanemo/plano
Reviewed

Table of Contents

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