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twitter-automation

Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.

74

1.32x
Quality

66%

Does it follow best practices?

Impact

85%

1.32x

Average score across 3 eval scenarios

SecuritybySnyk

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./plugins/all-skills/skills/twitter-automation/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.

This skill provides comprehensive coverage of Twitter/X automation via Rube MCP with well-organized workflow sections and useful pitfall callouts. Its main weaknesses are redundancy across sections, lack of concrete executable examples showing actual MCP tool invocations, and missing validation/error-handling steps in the core workflows. The content would benefit from being more concise and splitting reference material into separate files.

Suggestions

Add concrete, executable examples showing actual MCP tool call syntax with parameters (e.g., a complete RUBE_SEARCH_TOOLS call followed by a TWITTER_CREATION_OF_A_POST call with all required parameters filled in).

Deduplicate repeated pitfalls (numeric string IDs, character limits) by consolidating them into the 'Known Pitfalls' section and removing duplicates from individual workflow sections.

Add explicit validation/error-handling steps to core workflows, such as checking response status after post creation, handling rate limit errors with retry guidance, and verifying auth status before proceeding.

Move the quick reference table and search query syntax into separate bundle files (e.g., REFERENCE.md, SEARCH_SYNTAX.md) to reduce the main file length and improve progressive disclosure.

DimensionReasoningScore

Conciseness

The skill is reasonably well-organized but quite lengthy (~200 lines) with some redundancy. Pitfalls are repeated across sections (e.g., 'numeric strings not integers' appears multiple times, character limits mentioned in both the post workflow and Known Pitfalls section). The quick reference table at the end duplicates information already covered in the workflows. However, it avoids explaining basic concepts Claude would know.

2 / 3

Actionability

The skill provides clear tool names, parameter names, and sequences, which is good. However, it lacks executable code examples or concrete MCP call syntax showing exact invocations with parameters. The media upload flow is described in prose/pseudocode rather than showing an actual tool call. The instruction to 'always call RUBE_SEARCH_TOOLS first' is good but no example call is shown.

2 / 3

Workflow Clarity

Multi-step workflows are clearly sequenced with labeled steps and prerequisite/optional annotations. However, validation checkpoints are largely missing — there's no explicit 'verify the post was created successfully' step, no error handling guidance for failed API calls, and no feedback loops for rate limit errors or auth failures. The setup section has a good verification flow, but the core workflows lack similar rigor.

2 / 3

Progressive Disclosure

The content is well-structured with clear sections and headers, but it's monolithic — all content is in a single file with no bundle files for detailed reference material. The search query syntax section, the full quick reference table, and detailed pitfalls for each workflow could be split into separate reference files. The external link to Composio docs is helpful but there are no internal references to supplementary files.

2 / 3

Total

8

/

12

Passed

Description

82%

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 is concise and specific, listing concrete Twitter/X capabilities and naming the integration pathway. Its main weakness is the absence of an explicit 'Use when...' clause, which limits completeness. The trigger terms are strong and the skill is clearly distinguishable from others.

Suggestions

Add an explicit 'Use when...' clause, e.g., 'Use when the user asks to tweet, search Twitter/X, manage bookmarks or lists, or interact with the Twitter/X API.'

DimensionReasoningScore

Specificity

Lists multiple specific concrete actions: posts, search, users, bookmarks, lists, media. Also includes a procedural instruction ('Always search tools first for current schemas').

3 / 3

Completeness

Clearly answers 'what' (automate Twitter/X tasks including posts, search, users, bookmarks, lists, media) but lacks an explicit 'Use when...' clause specifying when Claude should select this skill. The 'when' is only implied by the domain.

2 / 3

Trigger Term Quality

Includes strong natural trigger terms users would say: 'Twitter', 'X', 'posts', 'search', 'bookmarks', 'lists', 'media'. Also mentions the integration pathway 'Rube MCP (Composio)' for technical disambiguation.

3 / 3

Distinctiveness Conflict Risk

Highly distinctive with clear niche: Twitter/X automation via a specific integration (Rube MCP / Composio). Unlikely to conflict with other skills due to the platform-specific and integration-specific framing.

3 / 3

Total

11

/

12

Passed

Validation

90%

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

Validation10 / 11 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

10

/

11

Passed

Repository
davepoon/buildwithclaude
Reviewed

Table of Contents

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