twitter-reader

Read Twitter/X for financial research using opencli (read-only). Use this skill whenever the user wants to read their Twitter feed, search for financial tweets, view bookmarks, look up user profiles, or gather market sentiment from Twitter/X. Triggers include: "check my feed", "search Twitter for", "show my bookmarks", "who follows", "look up @user", "what's trending about", "market sentiment on Twitter", "what are people saying about AAPL", "recent tweets from @elonmusk", "show me @user's posts", "fintwit", any mention of Twitter/X in context of reading financial news or market research. This skill is READ-ONLY — it does NOT support posting, liking, retweeting, or any write operations.

Quality

91%

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Securityby

Low

Low-risk findings worth noting

Quality

Content

83%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 well-structured, actionable skill body with strong progressive disclosure and copy-paste ready commands; minor conciseness gains are available by deduplicating the read-only statements and shared error tables.

Suggestions

State the read-only constraint once prominently and remove the repeated restatements in the body to save tokens.

Add an explicit validate->fix->retry loop in Step 5 mapping common `opencli doctor` failures to the fixes in the Error Reference table.

De-duplicate the setup/error tables between SKILL.md and references/commands.md so canonical detail lives in the reference file.

Dimension	Reasoning	Score
Conciseness	Mostly lean and efficient, but the read-only constraint is restated several times across the body and the error/setup tables are duplicated between SKILL.md and references/commands.md, adding some redundant tokens.	4 / 5
Actionability	Fully executable, copy-paste ready commands with concrete examples covering common cases (timeline, search, trending, tweets, profiles) and a clear command-to-request mapping table.	5 / 5
Workflow Clarity	A clear 5-step sequence with a validation checkpoint (`opencli doctor` in Step 1 and Step 5 diagnostics), but lacks an explicit validate->fix->retry feedback loop for failed commands.	4 / 5
Progressive Disclosure	Clear overview in SKILL.md with well-signaled, one-level-deep references to real files (`references/commands.md`, `references/schema.md`); content is appropriately split and easy to navigate.	5 / 5
	Total	18 / 20 Passed

Description

100%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.

An excellent description that concisely states what the skill does, when to use it, and its boundaries, using third-person voice with comprehensive natural trigger terms and explicit read-only constraints.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'read their Twitter feed, search for financial tweets, view bookmarks, look up user profiles, or gather market sentiment' — giving comprehensive coverage of read capabilities.	5 / 5
Completeness	Explicitly answers both 'what' ('Read Twitter/X for financial research using opencli (read-only)') and 'when' ('Use this skill whenever...') with concrete trigger phrases, plus an explicit read-only boundary.	5 / 5
Trigger Term Quality	Comprehensive natural trigger phrases including synonyms and variations — 'check my feed', 'fintwit', 'look up @user', 'what are people saying about AAPL' — that users would naturally say.	5 / 5
Distinctiveness Conflict Risk	Clear niche — Twitter/X scoped to financial research, read-only — with distinct triggers and an explicit exclusion of write operations, minimizing conflict with other skills.	5 / 5
	Total	20 / 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: himself65/finance-skills
Path: plugins/social-readers/skills/twitter-reader/SKILL.md
Commit: 81e1f50

Reviewed: 7 days ago

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