agentmemory-agents

How agentmemory wires into host coding agents via the connect command. Use when installing agentmemory into a specific agent, when asked which agents are supported, or when a connect adapter writes the wrong config path.

Quality

87%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

Quality

Content

96%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.

An exemplary lean skill body: copy-paste commands, a sequenced workflow with an explicit verification step and error-recovery signal, and clean progressive disclosure. The only gap is that the referenced REFERENCE.md and TROUBLESHOOTING.md files are absent from the bundle.

Dimension	Reasoning	Score
Conciseness	Lean and efficient; it assumes Claude's competence (no explanation of MCP/REST/agentmemory basics) and every section earns its place, including the protocol note and Windows/WSL2 edge case.	5 / 5
Actionability	Fully executable, copy-paste-ready commands cover the common case ("agentmemory connect claude-code", "npx skills add rohitg00/agentmemory", "/mcp") with the long tail of adapters deferred to REFERENCE.md.	5 / 5
Workflow Clarity	A clear 3-step sequence with an explicit validation checkpoint ("Verify: the host should show the full tool set") and a diagnostic feedback loop ("Only 7 tools means the MCP shim could not reach a server").	5 / 5
Progressive Disclosure	Well-organized sections with clearly signaled one-level-deep references (REFERENCE.md, ../_shared/TROUBLESHOOTING.md), but those referenced files are not present in the skill bundle, so the disclosure cannot be fully verified.	4 / 5
	Total	19 / 20 Passed

Description

78%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 well-constructed description that clearly pairs a concrete 'what' with an explicit, multi-trigger 'Use when' clause and stays narrowly scoped to the connect command. Its only weakness is capability specificity, since it describes essentially one command rather than a suite of actions.

Suggestions

Spell out the distinct sub-actions connect performs (merge config, preserve existing servers, wire the stdio MCP bridge for MCP-only hosts) as concrete capability verbs rather than folding them into the single phrase "wires into host coding agents".

Dimension	Reasoning	Score
Specificity	Names the domain (agentmemory wiring into host coding agents) and one concrete action (the `connect` command), but does not enumerate multiple distinct capabilities, so it is not comprehensive.	3 / 5
Completeness	Explicitly states what it does ("wires into host coding agents via the connect command") and gives an explicit "Use when…" clause with three concrete trigger phrases, matching the top anchor.	5 / 5
Trigger Term Quality	Includes several natural phrases a user would say ("installing agentmemory into a specific agent", "which agents are supported", "connect adapter writes the wrong config path"), missing only some synonyms/variants.	4 / 5
Distinctiveness Conflict Risk	Occupies a clear niche (the connect/wiring command) with distinct triggers, but has minor overlap risk with the closely related agentmemory-mcp-tools/rest-api/hooks skills listed in See also.	4 / 5
	Total	16 / 20 Passed

Validation

100%

Warnings & errors only

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository: rohitg00/agentmemory
Path: plugin/skills/agentmemory-agents/SKILL.md
Commit: 2d38daf

Reviewed: 1 day ago

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