social-evidence-research

软件研发 工程流程 · 其它 4 文件 EN 原文

社媒证据调研

Research public discussion on social platforms and keep every report claim tied to the source material that supports it. Use when researching or comparing how a product, event, or topic is discussed across social platforms or supplied social exports, when turning search results into a cited report, or when auditing a social research report for discovery-only evidence, double-counted reposts, misattributed comments, claims that go beyond the sample, or hidden access gaps.

说明语言:英文

来源wshobsonagents ↗ 查看原文件 ↗版权归原作者,请遵循原仓库许可
安装
npx skills add https://github.com/wshobson/agents --skill social-evidence-research

需要已安装 skills CLI。也可以直接从源仓库 clone。

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SKILL.md 原文

name: social-evidence-research description: Research public discussion on social platforms and keep every report claim tied to the source material that supports it. Use when researching or comparing how a product, event, or topic is discussed across social platforms or supplied social exports, when turning search results into a cited report, or when auditing a social research report for discovery-only evidence, double-counted reposts, misattributed comments, claims that go beyond the sample, or hidden access gaps. ---

Social Evidence Research

Turn public or user-authorized social material into a report where each claim points to the inspected material behind it. The method records what was actually inspected, who said what, how many independent sources there are, and what could not be reached, so a reader can check every claim.

Boundaries

Workflow

  1. Set the protocol before collecting. Write down the question, platforms, date range, selection method, unit of analysis, maximum sample, and stopping rule. If any of them changes during collection, record the change and the reason in the report.
  2. Discover. Search results, cards, snippets, previews, and link unfurls are discovery-only records. They can guide what to open next, but they can't support a conclusion about content you haven't inspected.
  3. Inspect and record. Give each examined part of a source its own evidence record, such as the post text, the caption, one comment, the profile, image 2, or video 00:00 to 00:45. Opening a page doesn't mean its post, comments, profile, images, audio, or video were inspected. Give the parts of one source the same source ID, and link them to the discovery record that led you there. Use the fields in references/evidence-record.md, and write unknown for any missing value.
  4. Group duplicates. Put reposts, cross-posts, and repeated captures of the same original into one duplicate group. Keep both the original and the repost references, and mark the grouping as uncertain when you can't confirm it.
  5. Attribute. Attribute each comment to its commenter. Keep commenters separate from the post author, and keep both separate from your own conclusions. A repost's added commentary is a separate statement by the reposting author.
  6. Build the claim table. Link each claim to evidence IDs and precise locators, with separate fields for what the source said, your interpretation, and the limitation. Use the template in references/report-template.md.
  7. Count and state limits. Report the discovery, inspection, exclusion, and access gap counts, each with its unit, such as sources discovered or parts inspected. Explain any overlap between those counts using the source IDs and discovery links.
  8. Report gaps and stop honestly. List access gaps and unanswered questions. When the evidence the question needs is unavailable, return a partial report and say what is missing.

Rules

What was inspected

Traceability

Attribution and counting

Access gaps

Auditing an existing report

Check each claim in the report against the rules above. Flag every claim that rests on discovery-only records, double-counts a duplicate group, misattributes a comment, goes beyond its sample, or treats an empty search as absence, and name the rule it breaks. Don't invent replacement sources. For each flagged claim, say what evidence would support it.

References

同类技能
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