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fluentbit-generator

Generates, validates, and optimizes Fluent Bit configurations for production use. Use when creating new Fluent Bit configs, implementing log collection pipelines (INPUT, FILTER, OUTPUT sections), configuring Kubernetes log collection with metadata enrichment, forwarding logs to destinations (Elasticsearch, Loki, S3, Kafka, CloudWatch, OpenTelemetry), building multi-line log parsing, or converting existing logging configurations to Fluent Bit.

Quality

94%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

88%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 skill body: clear 4-step workflow with validate-and-retry feedback loops, copy-paste-ready commands and config blocks, and well-signaled one-level-deep references into a real bundle. Minor deductions for redundancy between the When to Use section, the best-practices table, and the anti-patterns, and for an unreferenced stray references/output/ directory.

Suggestions

Consolidate the Key Best Practices quick-reference table with the Anti-Patterns section (several settings such as Mem_Buf_Limit, DB, Exclude_Path, and tls.verify appear in both, plus Philosophy and Step 2) so each recommendation lives in one place.

Remove or relocate the stray references/output/ directory (k8s-errors-elasticsearch.conf and its duplicate parsers.conf) into assets/ or delete it, since the body references neither it nor its files.

Drop the 'When to Use' section, which restates the frontmatter description verbatim, and keep only the 'When Not to Use' boundaries, which add genuinely new information.

DimensionReasoningScore

Conciseness

The style is lean and imperative with no explanations of concepts Claude already knows, but the 'When to Use' section duplicates the frontmatter description nearly verbatim and the 10-row best-practices table restates much of the nine anti-pattern entries (Mem_Buf_Limit, DB, Exclude_Path, TLS, credentials each appear 3-4 times). Anchor 4 ("efficient; minor instances... that could be trimmed") fits; not 3 because the redundancy is duplication of actionable content rather than unnecessary explanation.

4 / 5

Actionability

Fully executable throughout: exact commands ("python3 scripts/generate_config.py --use-case kubernetes-elasticsearch --output fluent-bit.conf"), complete copy-paste INI blocks for INPUT/FILTER/OUTPUT, concrete validation commands ("fluent-bit -c fluent-bit.conf --dry-run"), and a best-practices table with exact values covering the common cases.

5 / 5

Workflow Clarity

Four clearly sequenced steps (gather requirements, generate, validate, communicate) with an explicit validation checkpoint and feedback loop: "Fix any reported issues and re-validate until all checks pass", plus a pre-delivery syntax checklist and a mandated validator-skill pass. Matches the anchor-5 pattern with checkpoints and error-recovery loops.

5 / 5

Progressive Disclosure

Verified against the actual bundle: references/manual-config-structure.md, references/filter-patterns.md, references/output-patterns.md, scripts/generate_config.py, and assets/*.conf all exist, are one level deep, and are well signaled via a References table with a 'When to Use' column. Scored 4 rather than 5 because references/output/ is a stray directory (containing k8s-errors-elasticsearch.conf and a duplicate parsers.conf) that is referenced nowhere in the body, a minor organization gap.

4 / 5

Total

18

/

20

Passed

Description

96%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 clearly states capabilities with a comprehensive, explicit 'Use when...' trigger clause covering all major use cases and destinations. The only weakness is a slight conflict risk from claiming 'validates', which the body assigns to the separate fluentbit-validator skill.

DimensionReasoningScore

Specificity

"Generates, validates, and optimizes Fluent Bit configurations for production use" plus concrete enumerated use cases (INPUT/FILTER/OUTPUT pipelines, Kubernetes log collection with metadata enrichment, named destinations Elasticsearch/Loki/S3/Kafka/CloudWatch/OpenTelemetry, multi-line parsing, config conversion) gives multiple specific concrete actions with comprehensive coverage, matching the anchor-5 example.

5 / 5

Completeness

Explicitly answers both questions: the "what" ("Generates, validates, and optimizes Fluent Bit configurations for production use") and the "when" ("Use when creating new Fluent Bit configs, implementing log collection pipelines...") with concrete trigger phrases, matching the anchor-5 example pattern.

5 / 5

Trigger Term Quality

Natural phrases a user would actually say are comprehensively covered: "Fluent Bit configs", "log collection pipelines", "Kubernetes log collection", individual destination names, "multi-line log parsing", and "converting existing logging configurations", including synonyms and named technologies.

5 / 5

Distinctiveness Conflict Risk

The Fluent Bit niche is clear and triggers are distinct, but the description claims "validates" while the skill body explicitly defers validation to the separate fluentbit-validator skill, creating minor overlap risk with that closely related skill (anchor 4: "minor overlap risk with closely related skills"). Not 5 because of this claimed-capability overlap.

4 / 5

Total

19

/

20

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

pantheon-org/tekhne

Path

skills/ci-cd/fluentbit/generator/SKILL.md

Reviewed

Table of Contents

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