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discipline

Bulletproof agent operating protocol. 15 failure-prevention rules distilled from 120+ real sessions and 10 agent definitions. Covers fabrication, constraint tracking, verification, scoping, retry discipline, and communication. Load before any task to prevent the most common agent failure modes.

68

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

The body is highly actionable and workflow-clear, with concrete commands, numbered recovery steps, and pre/post-flight checklists. Its weaknesses are mild verbosity from the repeated rule scaffolding and the lack of progressive disclosure across files for a ~350-line skill.

Suggestions

Trim the repeated 'What this looks like' anti-pattern lists where the rule itself already conveys the same point, to recover token budget.

Consider moving the longer rule illustrations or the escalation checklist into a referenced file (e.g. RULES.md or ESCALATION.md) so SKILL.md stays a lean overview with one-level-deep navigation.

DimensionReasoningScore

Conciseness

Mostly efficient and assumes Claude's competence, but the repeated 'What this looks like / The rule' structure across 15 rules plus the preamble adds padding beyond what each rule needs. It is not a 3 because several illustrative anti-pattern lists and framing could be tightened, and not a 1 because it largely avoids explaining concepts Claude already knows.

2 / 3

Actionability

Provides concrete executable guidance: specific commands ('ls', 'git status', 'journalctl'), numbered retry steps, and explicit pre/post-flight checklists. It is not a 2 because the direction is concrete and copy-applicable rather than pseudocode or vague.

3 / 3

Workflow Clarity

Multi-step processes are clearly sequenced with validation checkpoints: the five-step failure recovery, and Pre-Flight/Post-Flight checklists that function as feedback loops. It is not a 2 because checkpoints and feedback loops are explicit, not implicit or missing.

3 / 3

Progressive Disclosure

Content is well-organized into 15 numbered sections plus checklists, but everything is inline in a single ~350-line SKILL.md with no bundle files or external references. It is not a 3 because some of the rule detail could be split into referenced files for easier navigation, and not a 1 because organization is clear rather than a monolithic wall.

2 / 3

Total

10

/

12

Passed

Description

85%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description clearly states both what the skill does and when to load it, with a distinctive niche and concrete enumerated actions. Its weak spot is trigger-term quality: the keywords are somewhat abstract rather than the natural language a user would say when needing the skill.

Suggestions

Add natural-language trigger phrases users would actually say (e.g. 'use when starting a coding task', 'before any task', 'when you keep making the same mistake') alongside the abstract terms.

Reword 'agent operating protocol' toward more user-recognizable phrasing so the skill surfaces for the right requests.

DimensionReasoningScore

Specificity

Names a concrete domain ('failure-prevention rules') and lists multiple specific concrete actions: 'fabrication, constraint tracking, verification, scoping, retry discipline, and communication', matching the anchor for listing several specific actions. It is not a 2 because the actions are enumerated rather than merely implied.

3 / 3

Completeness

It explicitly answers what ('15 failure-prevention rules... Covers fabrication, constraint tracking...') and when ('Load before any task to prevent the most common agent failure modes'). It is not a 2 because the 'when' is explicit rather than only implied.

3 / 3

Trigger Term Quality

Terms like 'failure-prevention rules' and 'agent operating protocol' are relevant but somewhat abstract and jargon-flavored, missing the common natural phrasings a user would actually say. It is not a 3 because there is no broad coverage of natural user-language variants, and not a 1 because the terms are still on-domain.

2 / 3

Distinctiveness Conflict Risk

It carves a clear niche (agent operating protocol / failure prevention) with an explicit load trigger, making it unlikely to conflict with task-specific skills. It is not a 2 because the niche is distinctive rather than merely 'somewhat specific'.

3 / 3

Total

11

/

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
av/harbor
Reviewed

Table of Contents

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