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create-agent

Create a new Hindsight-powered subagent with long-term memory. Use when the user wants a specialized agent that learns and remembers across sessions.

68

Quality

82%

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SecuritybySnyk

Critical

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SKILL.md
Quality
Evals
Security

Quality

Content

82%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 highly actionable, well-structured skill body with concrete tool calls and a complete template, held back only by minor conciseness redundancy and a missing validation feedback loop for batch ingestion.

Suggestions

Add an explicit verify step after batch file ingestion (e.g., list created pages and confirm count matches ingested files) to close the validation gap.

Trim the Rules restatement of mcpServers wiring since the template already demonstrates it, or consolidate into a single note.

DimensionReasoningScore

Conciseness

The body is lean and assumes Claude's competence without explaining known concepts, with only minor redundancy (e.g., restating the mcpServers wiring in Rules that the template already shows).

4 / 5

Actionability

It provides exact tool calls, concrete file paths, and a complete copy-paste subagent template covering both invocation modes — fully executable guidance.

5 / 5

Workflow Clarity

Both modes have clear numbered sequences plus verification checkpoints (call get_current_bank first, confirm the file was written), but the batch file-ingestion path lacks an explicit validate-and-retry feedback loop, capping it below 5.

4 / 5

Progressive Disclosure

With no bundle files present, the content is organized into well-signaled sections (modes, template, rules, after-creation) with the inline template being the core deliverable; structure is good though the large inline template leaves minor organization headroom.

4 / 5

Total

17

/

20

Passed

Description

82%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 clear, well-structured description that answers both what and when with natural trigger phrasing and a distinct Hindsight niche. The only weakness is a single-action specificity that could enumerate more concrete capabilities.

Suggestions

Add one or two more concrete actions (e.g., "ingests seed content and creates knowledge pages") to lift specificity beyond a single 'create' verb.

Include a couple of synonym trigger terms (e.g., 'assistant that remembers', 'memory-enabled subagent') for broader keyword coverage.

DimensionReasoningScore

Specificity

Names the domain and one concrete action ("Create a new Hindsight-powered subagent") but lists no additional actions, matching the anchor for 1-2 concrete actions rather than the several required for a 4.

3 / 5

Completeness

It explicitly answers both what ("Create a new Hindsight-powered subagent with long-term memory") and when ("Use when the user wants a specialized agent that learns and remembers across sessions") with concrete trigger phrases.

5 / 5

Trigger Term Quality

Phrases like "specialized agent that learns and remembers across sessions" and "long-term memory" are natural things a user would say, giving good keyword coverage, though the synonym set is not exhaustive enough for a 5.

4 / 5

Distinctiveness Conflict Risk

The "Hindsight-powered" qualifier and "long-term memory" framing carve a clear niche with distinct triggers, minimizing conflict with other agent-creation skills.

5 / 5

Total

17

/

20

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

Total

15

/

16

Passed

Repository
vectorize-io/hindsight
Reviewed

Table of Contents

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