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sensei

**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: "run sensei", "sensei help", "improve skill", "fix frontmatter", "skill compliance", "frontmatter audit", "score skill", "check skill tokens". INVOKES: token counting tools, test runners, git commands. FOR SINGLE OPERATIONS: use token CLI directly for counts/checks.

Install with Tessl CLI

npx tessl i github:microsoft/github-copilot-for-azure --skill sensei
What are skills?

95

1.63x

Does it follow best practices?

Evaluation100%

1.63x

Agent success when using this skill

Validation for skill structure

SKILL.md
Review
Evals

Evaluation results

100%

56%

Azure Skill Frontmatter Modernization

Frontmatter compliance improvement

Criteria
Without context
With context

Inline double-quoted string

0%

100%

WHEN: trigger format

0%

100%

Quoted trigger phrases

70%

100%

No DO NOT USE FOR

100%

100%

Word count constraint

0%

100%

Description length minimum

100%

100%

Action verb lead

70%

100%

License recommendation

0%

100%

Version recommendation

100%

100%

Without context: $0.5339 · 1m 49s · 25 turns · 25 in / 5,721 out tokens

With context: $0.5555 · 1m 27s · 19 turns · 5,711 in / 4,566 out tokens

100%

20%

Adding Trigger Test Coverage for Azure Key Vault Skill

Test scaffolding and trigger coverage

Criteria
Without context
With context

Correct file path

100%

100%

SKILL_NAME constant

100%

100%

Trigger prompt count

100%

100%

Trigger prompt alignment

100%

100%

Anti-trigger prompt count

100%

100%

Unrelated topic anti-triggers

100%

100%

Other cloud provider anti-triggers

0%

100%

Related Azure service anti-triggers

0%

100%

Valid TypeScript structure

100%

100%

Without context: $0.1540 · 31s · 10 turns · 15 in / 1,836 out tokens

With context: $0.3200 · 53s · 15 turns · 54 in / 2,673 out tokens

100%

41%

Azure Skills Frontmatter Compliance Audit

Compliance scoring and workflow commands

Criteria
Without context
With context

Name validation failure

100%

100%

Low score for no triggers

75%

100%

Medium-High score for WHEN

100%

100%

Flags DO NOT USE FOR risk

75%

100%

Flags folded scalar

0%

100%

License recommendation

100%

100%

Version recommendation

100%

100%

Correct test command

0%

100%

Correct token check command

0%

100%

No DO NOT USE FOR in recommendations

100%

100%

Correct references validation command

0%

100%

Without context: $0.4064 · 2m 14s · 17 turns · 23 in / 7,704 out tokens

With context: $0.6161 · 2m 5s · 16 turns · 7,835 in / 7,534 out tokens

Evaluated
Agent
Claude Code
Model
Unknown

Table of Contents

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