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fic-research

Research and document the current codebase state without proposing changes. Use when the user asks to investigate existing behavior, architecture, or implementation details and capture findings.

Quality

87%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

86%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 tight, well-structured body that respects token budget and provides a clear, sequenced research workflow with concrete output specifications. The only refinements would be specifying behavior when thoughts/ is absent and an explicit evidence-verification checkpoint.

DimensionReasoningScore

Conciseness

The body is lean and efficient — terse Rules, a four-step workflow, a concrete output path, and a completion spec, with no re-teaching of concepts Claude already knows. Every token earns its place, matching the score-5 anchor; there is nothing meaningful to trim for a score of 4.

5 / 5

Actionability

Gives concrete, executable guidance for an instruction-only skill: the exact save path ("thoughts/shared/research/YYYY-MM-DD-topic.md"), a report structure, "2-4 key findings", and a named next step ("fic-create-plan"). Not 5 because of minor gaps, e.g. no fallback is specified when the repository lacks thoughts/.

4 / 5

Workflow Clarity

Four clearly sequenced steps (read mentioned files, search, summarize per component with a defined template, record open questions) with a well-defined output stage. Not 5 because there is no explicit verification checkpoint (e.g. confirming findings include file references); the read-only nature means no destructive-operation validation cap applies.

4 / 5

Progressive Disclosure

The skill is under 50 lines, needs no external references, and is organized into clean Rules/Workflow/Output/Completion sections; no bundle files exist and none are referenced. This meets the simple-skill exception allowing a score of 5 with just well-organized sections.

5 / 5

Total

18

/

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 well-crafted description that clearly states what the skill does and when to use it, with concrete trigger phrases and third-person voice. The main gaps are missing common synonyms for triggering phrases and slight overlap risk with adjacent code-exploration skills.

DimensionReasoningScore

Specificity

Lists several concrete actions ("Research and document the current codebase state", "investigate existing behavior, architecture, or implementation details", "capture findings") with a clearly named domain, matching the 'several specific actions; minor gaps' anchor. Not 5 because the verbs partially overlap (research/investigate) and no deliverables are enumerated; not 3 because it goes beyond 1-2 actions.

4 / 5

Completeness

Explicitly answers both questions: the "what" ("Research and document the current codebase state without proposing changes") and the "when" with concrete trigger phrases ("Use when the user asks to investigate existing behavior, architecture, or implementation details and capture findings"). This matches the score-5 anchor directly.

5 / 5

Trigger Term Quality

"investigate", "existing behavior", "architecture", and "implementation details" are phrases users would naturally say when they need this skill, giving good keyword coverage. Not 5 because common synonyms such as "explore the codebase", "understand how X works", or "audit" are missing.

4 / 5

Distinctiveness Conflict Risk

The "without proposing changes" qualifier carves a distinct document-only niche, but broad terms like "investigate" and "architecture" overlap with general code-exploration or review skills. Mostly distinct with minor overlap risk, matching the score-4 anchor rather than 5's 'minimal conflict risk'.

4 / 5

Total

17

/

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

saski/arnesto

Path

.agents/skills/fic-research/SKILL.md

Reviewed

Table of Contents

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