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agent-swarm-memory-manager

Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager

51

2.25x
Quality

28%

Does it follow best practices?

Impact

90%

2.25x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./.agents/skills/agent-swarm-memory-manager/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

50%

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

The content is a dense, sectioned reference for a swarm memory manager with concrete data structures, but its code is non-executable pseudo-invocation syntax, workflows lack explicit validation checkpoints, and everything is packed into one monolithic file with no progressive disclosure.

Suggestions

Make the memory_usage calls executable: either show real tool-call syntax/arguments or wrap them in a runnable helper so examples are copy-paste ready instead of `mcp__claude-flow__memory_usage { ... }` pseudo-syntax.

Add explicit validation/feedback loops for destructive and batch operations (e.g., after atomicWrite or sync broadcast: verify checksum/version, on mismatch retry/resolve, only proceed when consistent).

Resolve the duplicate frontmatter (two `---` blocks) and split the detailed operation patterns and metrics schema into referenced files (e.g., PATTERNS.md, METRICS.md) to improve progressive disclosure.

DimensionReasoningScore

Conciseness

The body is mostly compact code blocks and bullet lists rather than explaining concepts Claude already knows, but it carries redundant/inconsistent material ("EVERY 60 SECONDS write metrics" vs "Write memory state every 30 seconds", repeated Do/Don't lists) and flavor prose ("distributed consciousness keeper of the hive mind") that could be trimmed.

2 / 3

Actionability

It provides concrete keys, namespaces, and JSON shapes, but the core invocations are written as `mcp__claude-flow__memory_usage { ... }` pseudo-syntax that is not valid executable JavaScript, so guidance is concrete yet incomplete rather than copy-paste ready.

2 / 3

Workflow Clarity

Responsibilities and operations are listed and loosely sequenced, and atomicWrite does a conflict check, but batch/destructive operations (atomic writes, sync broadcasts, conflict resolution) lack explicit validate→fix→retry feedback loops, capping workflow clarity at 2.

2 / 3

Progressive Disclosure

The ~180-line body is organized into labeled sections, but it is a single monolithic file with no bundle files and no one-level-deep references; detailed code patterns and metrics that could live in separate files are inlined.

2 / 3

Total

8

/

12

Passed

Description

7%

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 frontmatter description is auto-generated boilerplate that labels the skill without stating what it concretely does or when to invoke it, and uses internal invocation syntax instead of natural user terms. It fails on specificity, triggers, and completeness, with only its narrow niche lending slight distinctiveness.

Suggestions

Replace the boilerplate with concrete actions, e.g. "Manages distributed memory across agents: stores, retrieves, and syncs shared state, resolves write conflicts, and tracks cache/sync metrics."

Add an explicit trigger clause such as "Use when coordinating shared memory, cache state, or sync/conflict resolution across multiple agents."

Use natural terms a user would say (memory, cache, sync, conflict resolution) instead of "$agent-swarm-memory-manager" invocation syntax, and drop the duplicate second frontmatter block that also defines a description.

DimensionReasoningScore

Specificity

The description is "Agent skill for swarm-memory-manager - invoke with $agent-swarm-memory-manager" — it names no concrete actions, only labeling the skill, matching the vague/abstract anchor rather than naming domain actions.

1 / 3

Completeness

It gives only a near-empty "what" ("Agent skill for…") and entirely omits any "when to use it" guidance; per the rubric a missing Use-when clause caps completeness at 2, and here even the what is negligible.

1 / 3

Trigger Term Quality

The only terms are "swarm-memory-manager" and "$agent-swarm-memory-manager" — internal invocation jargon a user would never naturally say, not natural keywords like "memory", "cache", or "sync".

1 / 3

Distinctiveness Conflict Risk

The niche "swarm-memory-manager" is reasonably specific and unlikely to collide with unrelated skills, but the description is template boilerplate with no distinct triggers, so it stays at the "somewhat specific but could overlap" level rather than a clear distinct niche.

2 / 3

Total

5

/

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
ruvnet/claude-flow
Reviewed

Table of Contents

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