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agent-researcher

Agent skill for researcher - invoke with $agent-researcher

40

1.88x
Quality

7%

Does it follow best practices?

Impact

98%

1.88x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./.agents/skills/agent-researcher/SKILL.md
SKILL.md
Quality
Evals
Security

Evaluation results

100%

75%

Codebase Research Report: Express Authentication Service

Research output YAML format

Criteria
Without context
With context

Top-level key

0%

100%

Summary field

20%

100%

Codebase structure

10%

100%

Patterns with locations

33%

100%

External deps format

33%

100%

Internal deps format

30%

100%

Recommendations list

10%

100%

Gaps with impact

26%

100%

Impact values

0%

100%

YAML format

100%

100%

100%

28%

Codebase Investigation: Data Pipeline Library

Broad-to-narrow search and documentation mining

Criteria
Without context
With context

Multiple search strategies

100%

100%

Broad-to-narrow evidence

100%

100%

Docstring extraction

100%

100%

README mining

100%

100%

Cross-reference analysis

100%

100%

Data flow tracking

100%

100%

Patterns with locations

0%

100%

Gaps with impact levels

0%

100%

YAML research format

20%

100%

Process log produced

100%

100%

94%

33%

Dependency Audit: Plugin-Based Notification Service

Dependency mapping and cross-reference analysis

Criteria
Without context
With context

Import statement tracking

100%

80%

External deps documented

100%

100%

External dep version field

100%

100%

External dep usage field

70%

100%

Internal module mapping

60%

100%

Dependents field

0%

100%

API contracts documented

40%

60%

Integration points identified

90%

100%

Gaps with suggestions

40%

100%

YAML research format

10%

100%

Repository
ruvnet/claude-flow
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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