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pulse

Multi-source recency research skill that takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter within a configurable recent window (default 30 days). Forcing intake clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching. Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis. Use when the user requests multi-source recency intelligence on a topic (e.g., 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]'), and for competitor research, trend discovery, tool comparisons, and audience sentiment analysis.

76

Quality

95%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%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-engineered operational skill: fully executable queries and script commands, explicitly sequenced phases with validation loops and a thorough error-handling matrix, and clean one-level-deep disclosure into real reference and script files. The main trim opportunity is redundancy between the Anti-Patterns section and the Error Handling table, plus maintainer-only footer content.

DimensionReasoningScore

Conciseness

The body is dense and operational — API endpoints, exact query strings, script invocations, and an output template with almost no concept explanations Claude already knows. Not 5: the 10-bullet 'Anti-Patterns To Reject' section substantially duplicates the Error Handling table, and the maintainer footer (source spec, build pattern, '/cs-grill-with-docs' re-grill note) is internal bookkeeping that earns no runtime tokens. Not 3: the padding is minor relative to the whole — no multi-paragraph explanations of known concepts.

4 / 5

Actionability

Fully executable guidance throughout: exact API calls ('reddit.com/search.json', 'search?query=<topic>&numericFilters=created_at_i><timestamp>&tags=story'), concrete script commands with flags ('scripts/time_window_calculator.py --window <Nd>', 'citation_tracker.py --action record_sent --session NAME --query "..."'), a copy-paste-ready output template, and a runnable Phase-4 import command. Not 4: the common cases are covered end-to-end with specific commands, not just patterns.

5 / 5

Workflow Clarity

Phases 0–4 are explicitly sequenced with parallel/sequential boundaries stated, stop conditions ('After Q4 (or earlier with dependency skips)... Max 4 questions, never bundle'), a retry policy with failure ceilings, a three-count audit validation loop, and a comprehensive Error Handling table with recovery behavior per failure mode. Not 4: validation checkpoints and feedback loops (retry once → stop after 3 failures, refuse-mush pushback, never deliver an empty file) are explicit and pervasive.

5 / 5

Progressive Disclosure

SKILL.md is an operational overview with well-signaled, one-level-deep references — 'See references/research_pack_conventions.md for the canon', 'See references/cross_platform_synthesis.md for detection heuristics' — plus a Tooling table and a References section describing each file's role; all six referenced files exist in the bundle. Not 4: every reference is signaled at point of use, listed with roles, exactly one level deep, and the remaining inline content (queries, output template) is core workflow that belongs in the main file.

5 / 5

Total

19

/

20

Passed

Description

96%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 description: third-person, concrete about sources, intake behavior, and output, with an explicit and richly exemplified 'Use when' clause. The only weakness is a few overly broad trigger phrases ('find me info on [topic]') that invite overlap with generic research/search skills.

Suggestions

Consider dropping or narrowing the catch-all triggers 'find me info on [topic]' and 'trending: [topic]', or qualifying them with a recency qualifier (e.g., 'find me recent info on [topic]') to reduce overlap with generic web-search skills.

The phrase 'Forcing intake clarifies...' is internal jargon; 'Asks clarifying questions about topic, angle, time window, and platform scope before searching' would read more naturally to a trigger-matching reader.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions: 'takes the pulse of any topic across Reddit, Hacker News, the open web, and optionally X/Twitter', 'clarifies topic specificity, angle (trend/sentiment/problems/opportunities/comparison), time window, and platform scope before searching', and 'Returns a synthesized briefing with citations, engagement metrics, and cross-platform pattern analysis' — comprehensive coverage in third-person voice. Not 4: there are no minor gaps in the action coverage; sources, intake behavior, and output form are all specified.

5 / 5

Completeness

It explicitly answers both questions: 'what' is a multi-source recency research skill producing a synthesized briefing with citations and cross-platform pattern analysis, and 'when' is an explicit 'Use when the user requests...' clause with concrete trigger phrases and example phrasings. Not 4: the 'when' is not merely present — it enumerates seven concrete trigger phrases, matching the anchor-5 example pattern.

5 / 5

Trigger Term Quality

Natural user phrasings are comprehensively covered with synonyms: 'pulse on [topic]', 'what's happening with [topic]', 'what are people saying about [topic]', 'current conversation about [topic]', 'take the pulse of [topic]', 'trending: [topic]', 'find me info on [topic]', plus use cases ('competitor research, trend discovery, tool comparisons, and audience sentiment analysis'). Not 4: virtually no natural variation a user would say for this intent is missing.

5 / 5

Distinctiveness Conflict Risk

The recency-focused, multi-platform-briefing niche is clearly distinct, but generic triggers like 'find me info on [topic]', 'trending: [topic]', and 'tool comparisons' could overlap with general web-research or search skills. Not 5: those catch-all phrasings create minor conflict risk with broader research skills; not 3: the core triggers ('pulse on', 'take the pulse of', 'what are people saying about') are distinctive to this skill.

4 / 5

Total

19

/

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.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

alirezarezvani/claude-skills

Path

research/pulse/skills/pulse/SKILL.md

Reviewed

Table of Contents

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