pitch-amplifierTurn a vague reporting clue, observation, or topic hunch into a deeper news pitch by extracting entities, retrieving 1-2 hop context from a city knowledge gr...
Install via ClawdBot CLI:
clawdbot install huangzuomin2019/pitch-amplifierGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Potentially destructive shell commands in tool definitions
eval(Calls external URL not in known-safe list
https://open.bigmodel.cn/api/coding/paas/v4AI Analysis
The skill's primary risk is sending user-provided clues to an external API (bigmodel.cn) for processing, which is consistent with its stated purpose of generating news pitches. The 'eval()' usage is concerning but appears within a controlled script context, not directly exposed to user input in the skill definition itself.
Audited Apr 16, 2026 · audit v1.0
Generated May 19, 2026
A journalist has a hunch about a local event (e.g., a garden expo) causing traffic or environmental strain. The pitch amplifier extracts entities, queries a city knowledge graph for related issues (e.g., past complaints, infrastructure plans), and generates a memo with angles, contradictions, and interview targets to turn the hunch into a deep investigation.
A reporter suspects poor coordination between city departments on a topic like waste management or park maintenance. The skill retrieves multi-hop relations from the graph (e.g., agencies, budgets, past incidents) and outputs a structured memo highlighting responsibility gaps and interview candidates.
A travel writer wants to explore post-event sustainability of a cultural festival. The pitch amplifier surfaces graph data on attendance trends, business turnover, and environmental impact, then suggests angles around economic pressure or ecological trade-offs.
A resident expresses worry about overcrowding at a public facility (e.g., a popular park). The skill uses the graph to find similar past reports, capacity studies, and official responses, producing a pitch that frames the issue as a systemic blind spot.
When graph coverage is weak, the skill explicitly flags the topic as a graph blind spot and pivots to treating it as a reporting gap. This scenario helps uncover under-reported issues by acknowledging data limitations.
News organizations pay a monthly fee for access to the pitch amplifier as part of a suite of AI-powered reporting tools. Revenue comes from recurring subscriptions, with tiered pricing based on the number of users or queries.
Offer basic features for free (e.g., simple entity extraction) and premium features (e.g., full graph context, interview list generation) behind a paywall. Revenue comes from converting free users to paid or through in-app purchases per successful pitch.
License the underlying city knowledge graph and pitch generation algorithm to media conglomerates or research institutions. Revenue comes from annual data licenses and custom integration fees.
💬 Integration Tip
Pair Pitch Amplifier with a city knowledge graph API and a script that parses user input into query keywords. For best results, integrate with a note-taking app to store generated memos.
Scored May 19, 2026
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