菜单
Score the credibility of a web source by domain tier, content signals, and claim support; handles single or batch URLs. Use when judging whether a source is trustworthy, comparing sources, or validating research findings.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Double-model verification gate before declaring a build/research/refactor "done". Runs a fresh Anthropic (Claude) review AND an independent OpenAI/Azure critic against the stated goal + criteria, then reconciles. Use before announcing completion of medium/major builds, refactors, major fixes, research deliverables, frontend work, or trade-decision rigor — and on demand via /verify. Skip for small Q&A and trivial edits.
Record and retrieve Architecture Decision Records — log a decision's context, options, rationale, and tradeoffs, then list/search them. Use when making a non-trivial design or architecture decision, choosing between tools/approaches, or asked 'why did we do it this way?'
Queue an external action (Telegram message, shell command, GitHub comment, PR merge, file write) for the user's explicit approval before it runs. Use when you want to take an outward-facing or irreversible action that needs sign-off first.
Run a structured multi-position debate over an analytical question, spawning sub-agents to argue each option and counter confirmation bias. Use when comparing options or tradeoffs — 'which is better', 'should we', 'what's the risk', 'evaluate', 'compare options'.
Ingest documents (URLs, local files, PDFs) into a searchable local knowledge base and query stored knowledge. Use when ingesting or storing documents, searching previously stored knowledge, or building research context.
Collect macro market and economic-calendar data (yfinance + FairEconomy API) into a SQLite DB and generate a formatted macro briefing for Telegram. Use when producing a macro/markets briefing or collecting macro market data.
| name | source-scorer |
| description | Score the credibility of a web source by domain tier, content signals, and claim support; handles single or batch URLs. Use when judging whether a source is trustworthy, comparing sources, or validating research findings. |
| category | research |
| maturity | stable |
| tags | ["credibility","source-scoring","domain-tier","verification","cli"] |
Use when: evaluating whether a source is trustworthy, comparing multiple sources, or when research-reporter findings need credibility validation.
node ${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/score.cjs --url "https://..." [--content "text"] [--claim "specific claim"]
node ${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/score.cjs --url "https://..." --json
echo -e "https://url1\nhttps://url2" > /tmp/urls.txt
node ${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/score-batch.cjs --urls-file /tmp/urls.txt
node ${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/domain-tier.cjs example.com
research-reporter's add-finding.cjs auto-scores when --url is provided.
The credibility score is saved with the finding and confidence is averaged with the user-provided value.
80–100 🟢 High credibility — use with confidence
55–79 🟡 Moderate — use, but cross-reference
30–54 🟠 Low credibility — flag as unverified
0–29 🔴 Unreliable — avoid or explicitly mark as speculation
| Factor | Max | Notes |
|---|---|---|
| Domain tier | 35 | docs.*/gov/edu=35, major tech=28, pubs=20, Q&A=12 |
| HTTPS | 10 | URL starts with https:// |
| Content depth | 15 | Word count + citation/reference patterns |
| Cross-reference | 20 | Claim found in knowledge base from other docs |
| Consistency | 20 | Default 20 (reserved for research-reporter) |
docs.* subdomains, .gov, .edu: highest tier (Tier 1, 35pts)${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/score.cjs — single URL scorer${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/score-batch.cjs — batch scorer from file${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/domain-tier.cjs — domain tier lookup${SOURCE_SCORER_HOME:-$HOME/projects/source-scorer}/tiers.json — tier classification data