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langbot-space-ops

Browse and search the LangBot Space marketplaces (plugins, MCP servers, skills) through the Space MCP server. Use when an AI agent needs to discover LangBot extensions on space.langbot.app over MCP. Covers the /mcp endpoint, Personal Access Token (PAT) auth, the tool surface, and client configuration. Triggers on "langbot space mcp", "search langbot plugins", "langbot marketplace mcp", "space.langbot.app mcp".

65

Quality

77%

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tessl review fix ./skills/skills/langbot-space-ops/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

67%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.

Well-structured, lean content with a clear numbered workflow and useful tool-surface table. The main defect is a malformed Authentication code block that breaks copy-paste usability of a core section.

Suggestions

Fix the Authentication code block: close the ``` fence and separate the token placeholder from the '401 Unauthorized' sentence so the Bearer header example is copy-paste ready.

Consider moving the 'Implementation & maintenance (for Space developers)' section into a separate reference file to keep SKILL.md focused on agent usage and improve conciseness.

Add a brief example request/response or a sample search_plugins invocation so the actionability reaches fully executable coverage.

DimensionReasoningScore

Conciseness

The body assumes Claude knows MCP, streamable HTTP, and Bearer auth and stays lean, but the "Implementation & maintenance" section is developer-focused material that adds tokens beyond what an agent user needs.

4 / 5

Actionability

It provides a concrete endpoint, client-config JSON, a tool table, and numbered steps, but the Authentication code block is malformed (missing closing fence, "lbpat_...uests without a valid PAT" run together), making that core example non-executable.

3 / 5

Workflow Clarity

The numbered "How to use" steps (1-4) give a clear sequence for a read-only browse/search flow; no validation checkpoints are needed since the server is explicitly read-only, so the destructive/batch cap does not apply.

4 / 5

Progressive Disclosure

Sections (Endpoint, Authentication, Client configuration, Tool surface, How to use, Pitfalls) are well-organized with one-level-deep developer file references; at ~80 lines with the tool table and implementation notes inlined it stops short of a clean 5.

4 / 5

Total

15

/

20

Passed

Description

87%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 strong, specific description that clearly states both what the skill does and when to use it, with explicit trigger phrases tied to a distinct niche. Trigger-term coverage is good but could add a few more natural synonyms.

DimensionReasoningScore

Specificity

"Browse and search the LangBot Space marketplaces (plugins, MCP servers, skills)" names the domain and several concrete actions, and it enumerates the three marketplace types plus covered topics (endpoint, PAT auth, tool surface, client config); not quite a comprehensive 5 since the core verbs are essentially browse/search/discover.

4 / 5

Completeness

It explicitly states what ("Browse and search the LangBot Space marketplaces ... through the Space MCP server") and when ("Use when an AI agent needs to discover LangBot extensions...") with concrete trigger phrases, matching the top anchor.

5 / 5

Trigger Term Quality

"Triggers on 'langbot space mcp', 'search langbot plugins', 'langbot marketplace mcp', 'space.langbot.app mcp'" gives good natural-phrase coverage for the niche, but omits obvious variations like 'find langbot skills' or 'langbot mcp servers'.

4 / 5

Distinctiveness Conflict Risk

The LangBot Space MCP niche is narrow with product-specific triggers ("langbot space mcp", "space.langbot.app mcp"), giving minimal overlap risk with other skills.

5 / 5

Total

18

/

20

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
langbot-app/LangBot
Reviewed

Table of Contents

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