AgentSkillsCN

public-engagement

每当用户需要帮助为非学术受众写作,或向公众传播研究成果时,均可使用此技能。触发条件包括:任何提及“专栏文章”、“博客文章”、“公共写作”、“为公众写作”、“《人类简史》”、“The Conversation”、“公共人类学”、“通俗写作”、“社区报告”、“结果反馈”、“播客准备”、“媒体采访”、“谈话要点”、“新闻稿”、“公共学术”、“参与式人类学”、“研究成果的通俗化”、“易读写作”、“平实语言”、“政策简报”、“社区概要”或“媒体培训”等短语。本技能涵盖面向公众的写作(博客文章、专栏文章、大众媒体文章)、播客与媒体准备、社区概要与结果反馈文件,以及将学术语言翻译为通俗易懂的语言。切勿用于学术会议演讲(请使用会议材料技能)、同行评议文章写作,或资助提案(请使用资助提案技能)。

SKILL.md
--- frontmatter
name: public-engagement
description: >
  Use this skill whenever a user needs help writing for non-academic audiences
  or communicating research to the public. Triggers include: any mention of
  "op-ed," "blog post," "public writing," "writing for the public," "Sapiens,"
  "The Conversation," "public anthropology," "popular writing," "community
  report," "return of results," "podcast preparation," "media interview,"
  "talking points," "press release," "public scholarship," "engaged
  anthropology," "translating research," "accessible writing," "plain language,"
  "policy brief," "community summary," or "media training." Covers public-facing
  writing (blog posts, op-eds, popular press), podcast and media preparation,
  community summaries and return-of-results documents, and register translation
  from academic to accessible language. Do NOT use for academic conference
  presentations (use conference-materials skill), peer-reviewed article writing,
  or grant proposals (use grant-proposal skill).

Public Engagement & Communication

Help anthropologists communicate research to non-academic audiences across formats and platforms. This skill treats public engagement as register translation — converting academic knowledge into accessible communication without oversimplification or loss of nuance. The goal is not to strip away complexity but to repackage it for audiences who have not spent years in your subfield's conversations.

Public engagement is not "dumbing down" — it is a different rhetorical genre with its own craft requirements. Op-eds need a clear take, not a balanced literature review. Community reports need actionable findings, not hedged conclusions. Podcast prep needs soundbites that don't distort. Each format demands different skills, and the failure modes are different from academic writing. The most common mistake is treating public writing as academic writing with the jargon removed — it is not. It has its own architectures, its own narrative logics, and its own standards of evidence presentation.

Quick Reference

TaskReference
Op-eds, blog posts, popular articles, register translationRead references/public-writing-guide.md
Community reports, return-of-results, reciprocity documentsRead references/community-engagement-guide.md
Podcast, radio, media interviews, talking pointsRead references/media-preparation-guide.md

Workflow

Step 1: Identify What the User Needs

Determine the entry point. Public engagement spans several distinct genres, and the user may need one or several:

  • Public writing. The user wants to write an op-ed, blog post, essay for a popular outlet (Sapiens, The Conversation, Aeon), or other public-facing text based on their research. Load the public writing guide.
  • Community report or return of results. The user needs to communicate findings back to research participants, community partners, or stakeholders. This is a reciprocity obligation, not just a dissemination task. Load the community engagement guide.
  • Media preparation. The user has an interview, podcast appearance, or media event and needs talking points, soundbite preparation, or interview coaching. Load the media preparation guide.
  • Register translation. The user has existing academic text (a journal article, dissertation chapter, conference paper) and wants to translate it into accessible language for a specific audience. Load the public writing guide and focus on the register translation sections.
  • Policy brief. The user needs to communicate research findings to policymakers in a concise, action-oriented format. Load the community engagement guide and focus on the policy brief sections.
  • Combined request. The user needs multiple outputs (e.g., a blog post and talking points for a related podcast). Load the relevant reference files for each output type.

Ask the user if not immediately clear:

  • Which audience? General public, community members/participants, policymakers, educated non-specialists, media professionals.
  • Which platform or outlet? Blog, op-ed page, The Conversation, Sapiens, podcast, local news, policy brief, community meeting.
  • What is the purpose? Knowledge sharing, advocacy, reciprocity/return of results, public scholarship, community accountability.

Step 2: Gather Context

Collect the information needed to produce effective public-facing content. Not all of this is needed upfront — gather what you can and note gaps for the user to fill.

Essential context (cannot proceed without these):

  • The research findings or knowledge to be communicated — what does the user want the audience to understand or act on? Push for specificity: not "my research on migration" but "what my research reveals about why families choose dangerous routes."
  • The target audience — who will read, hear, or receive this? Audience determines register, format, length, and what background to assume.
  • The platform or outlet — each has its own norms, word counts, editorial processes, and audience expectations.

Important context (strengthens the output significantly):

  • Community relationships and obligations — does the user have commitments to share findings with participants? Are there co-authorship or review agreements?
  • Ethical constraints on what can be shared — what did participants consent to? Are there findings that should not be made public? Are there identifiability risks in public writing?
  • Consent boundaries — some findings may be shareable in academic contexts but not appropriate for public dissemination. Clarify before drafting.
  • The "so what" — why does this matter to non-academic audiences? What is the stake for the reader, listener, or community member?

Helpful context (improves tailoring):

  • Prior public writing or media experience — is the user new to this or experienced? This shapes how much scaffolding to provide.
  • Media contacts or outlet relationships — has the user pitched before? Do they have an editor contact?
  • Timeline — is this for a timely news hook, or a slower feature piece?
  • Career stage — junior scholars may need more guidance on navigating public visibility and its professional implications.

Step 3: Load Appropriate References

  • For public writing (op-eds, blogs, popular articles, register translation): Load references/public-writing-guide.md for platform formats, narrative structures, register translation principles, pitching strategies, and ethical considerations.
  • For community engagement (return of results, community reports, policy briefs): Load references/community-engagement-guide.md for reciprocity frameworks, report structures, consent boundaries, plain language principles, and community review processes.
  • For media preparation (podcasts, interviews, talking points): Load references/media-preparation-guide.md for talking point development, interview techniques, soundbite crafting, and post-interview strategies.
  • For combined requests: Load all relevant reference files.

Step 4: Generate Content

Follow the audience-first principle across all formats:

For public writing:

  • Start with the hook — why should a non-specialist care about this? Lead with the human story, the surprising finding, or the urgent stake. Do not lead with the literature gap.
  • Translate findings into concrete, vivid language. Replace "livelihood diversification strategies" with "the ways families piece together a living." Replace "structural violence" with a description of the structures and the harm they cause, then name the concept.
  • Build around a clear "so what" — every public piece needs a take, a position, or an implication that matters beyond the academy.
  • Match the platform's conventions: word count, tone, structure, editorial expectations.

For community reports:

  • Center community priorities — what do participants and partners want to know? This may not match what the researcher finds most interesting.
  • Use plain language throughout — aim for an 8th-grade reading level for general community audiences. Define any technical terms that must be included.
  • Include actionable information — what can community members do with these findings? What are the next steps?
  • Build in community voice — quotes from participants (with consent), community responses to findings, space for disagreement.

For media preparation:

  • Develop three key messages — what are the three things the audience must take away? Everything else is supporting material.
  • Craft soundbites — memorable, accurate, quotable statements that can stand alone if extracted from context.
  • Prepare for hostile or uninformed questions — bridge phrases, redirect techniques, and strategies for correcting mischaracterization without appearing defensive.

For register translation:

  • Work paragraph by paragraph through the academic text, identifying jargon, passive constructions, hedging, and implicit assumptions.
  • Replace or define jargon. Some terms are necessary and should be defined; others are substitutable with plain language.
  • Restructure from academic logic (gap-theory-method-finding) to public logic (hook-finding-stake-implication).

Step 5: Generate Output

Produce one or more of these deliverables depending on user needs:

  • Op-ed. 600-800 words with a clear hook, argument, evidence, and call to action. Include a suggested headline and author bio line.
  • Blog post. 600-1500 words with a narrative opening, research findings in accessible language, and a clear "why it matters" section.
  • Popular article pitch. A pitch email for a specific outlet (Sapiens, The Conversation, Aeon, etc.) with the angle, the hook, why now, and why this author.
  • Community report. Executive summary, key findings in plain language, implications for the community, next steps, and space for community response. Format appropriate to the audience (full report, one-page brief, presentation slides, or pamphlet).
  • Policy brief. 2-4 pages with an executive summary, key findings, policy implications, and specific recommendations.
  • Talking points. Three key messages with supporting evidence, bridge phrases, anticipated questions with response frameworks, and one strong soundbite per key message.
  • Podcast/interview prep sheet. Background on the outlet and interviewer, key messages, likely questions, bridging strategies, and a one-paragraph "elevator pitch" of the research.
  • Register translation. The user's academic text rewritten for a specified audience and platform, with tracked changes showing what was modified and why.

Step 6: Quality Check

Before presenting the output, verify:

  • Accessibility: Would a non-specialist understand the main point without any background in anthropology? Is jargon eliminated or defined? Is the reading level appropriate for the audience?
  • Accuracy: Does the accessible version faithfully represent the research? Has oversimplification introduced distortion? Are any claims stronger or weaker than the evidence supports?
  • Appropriate register: Does the writing match the platform's conventions? An op-ed should sound like an op-ed, not a journal article with the citations removed.
  • Consent boundaries respected: Does any content risk identifying participants? Does the public version share only what participants consented to have shared publicly? Are there findings that should remain in academic channels?
  • Clear "so what": Can a reader or listener identify in one sentence why this matters to them? Is there a concrete stake, not just "this is interesting"?
  • Platform compliance: Does the output meet the target platform's word count, format, and style requirements?
  • Community priorities centered: For community reports, does the document address what the community wants to know, not just what the researcher wants to report?
  • Soundbite accuracy: For media preparation, can each soundbite stand alone without distorting the research? Would the researcher be comfortable seeing it quoted out of context?

Parameters

  • Audience: General public (assume no background knowledge), community members/participants (may have lived expertise but not academic framing), policymakers (assume busy, want actionable recommendations), educated non-specialists (e.g., readers of Sapiens or Aeon — curious, literate, but not anthropologists), media professionals (need clear angles and quotable statements).
  • Platform: Blog (personal or institutional), op-ed (newspaper opinion pages), The Conversation (academic-accessible hybrid with disclosure requirements), Sapiens (long-form anthropology for public audiences), Aeon (intellectual essays), podcast/radio, local media (newspaper, TV), policy brief, community report, social media thread, zine/pamphlet.
  • Purpose: Knowledge sharing (making research accessible), advocacy (research in service of a position), reciprocity (returning findings to participants and communities), public scholarship (building a public intellectual profile), community accountability (reporting back on commitments made during research).
  • Register level: General public (8th-grade reading level, no jargon, concrete language), educated non-specialist (can handle complexity but not disciplinary vocabulary), community stakeholder (may have deep contextual knowledge but not academic framing), policymaker (concise, evidence-focused, recommendation-oriented).

Guardrails

  • Do not share findings that participants have not consented to public dissemination. Academic publications and public writing have different audiences and different risks. A finding published in a journal with limited readership may be appropriate there but harmful if amplified in a blog post or news article. Always verify consent boundaries before drafting public content.
  • Do not oversimplify to the point of distortion. Flag when a claim cannot be made accessible without losing essential nuance. Some findings are genuinely complex, and the honest move is to say "this is complicated" rather than to flatten it into a misleading soundbite. Offer the user options: a more nuanced version (longer) or a simplified version with caveats noted.
  • Community reports must reflect community priorities, not just researcher interests. Ask the user what their community partners want to know. The most academically interesting finding may not be the most relevant to the community. If the user does not know what the community wants, flag this as a gap and suggest a community consultation step before drafting.
  • Media preparation must include strategies for correcting misquotation or mischaracterization. Public engagement creates vulnerability — words can be taken out of context, simplified by editors, or misquoted. Include bridge phrases, redirect techniques, and post-interview correction strategies in all media prep materials.
  • Op-eds need a clear "so what." Not just "my research found X" but "my research shows why Y matters for Z." If the user cannot articulate the stake for a non-academic audience, help them find it before drafting. An op-ed without a take is an essay without a purpose.
  • Do not fabricate quotes or data. Use only what the user provides. If illustrative examples are needed and the user has not provided them, use clear placeholders (e.g., "[participant quote about X]") rather than invented material.
  • Respect the distinction between public scholarship and activism. Public writing can be advocacy-oriented, but the user should make that choice deliberately. Do not assume that all public engagement is advocacy, and do not strip the advocacy out of work that is intentionally engaged.
  • Flag professional risks for junior scholars. Public engagement can be professionally risky for untenured scholars — backlash, dismissal as "not serious," or time diverted from publications that "count." If the user is early career, note these considerations without discouraging engagement.

Common Failure Modes

Failure modePrevention
Academic tone in public writing — passive voice, hedging, literature review structure transplanted into a blog postRewrite in active voice, first person where appropriate; lead with the finding or story, not the gap in the literature
Jargon without definition — "neoliberal governmentality," "ontological turn," "biopolitics" dropped without explanationDefine or replace every technical term; if a term is essential, define it in plain language on first use
No clear stake — the piece describes research but never explains why anyone outside the discipline should careRequire a "so what" statement in the first or second paragraph; every public piece must answer "why does this matter to you?"
Community report that serves the researcher — reports what the researcher finds interesting rather than what the community needs to knowAsk explicitly what community partners want to learn; structure around community questions, not research questions
Oversimplification that distorts — a complex finding flattened into a misleading headline or soundbiteFlag when simplification crosses into distortion; offer the user a "nuanced version" and a "simplified version with caveats"
Consent boundary violation — sharing stories, quotes, or identifiable details that participants did not consent to have made publicCheck consent scope before drafting; default to more restrictive interpretation; composite or anonymized examples when needed
Reading from a script in media — talking points treated as a script rather than a preparation framework, resulting in stilted deliveryFrame talking points as key messages to internalize, not text to recite; include practice exercises for conversational delivery
Missing the news hook — pitching a timely piece too late, or writing an op-ed that has no connection to current events or debatesIdentify the news hook or public conversation the piece enters; if no hook exists, consider whether a blog or feature is a better format

Examples

Example 1: Op-ed for a newspaper opinion page

Input: "I want to write an op-ed about my research on maternal health in rural Guatemala. There's a new WHO report on maternal mortality that just came out, and I think my fieldwork findings complicate the report's recommendations. I've been doing ethnographic research for three years in two highland communities."

Output approach: Load the public writing guide. Set parameters: audience = general public; platform = op-ed (newspaper); purpose = public scholarship with advocacy dimensions; register = general public. Identify the news hook — the WHO report provides a timely entry point. Structure the op-ed (~700 words): open with a vivid fieldwork scene that illustrates the gap between policy recommendations and lived reality (not "my research examines" — show, don't tell). Second paragraph: the WHO report and its recommendations. Third paragraph: what the report gets wrong or misses, grounded in ethnographic evidence. Fourth paragraph: why this matters — the real consequences of policy that does not account for local realities (specific examples from fieldwork, with identities protected). Fifth paragraph: what should be done differently — a concrete recommendation or reframing. Close with a return to the human story. Include a suggested headline, an author bio line, and a note on which outlets to pitch to (newspapers with health or global affairs coverage, or outlets like The Guardian's global development section). Flag: verify that any patient stories or community details shared in the op-ed fall within consent boundaries for public dissemination.

Example 2: Community report and return of results

Input: "I've finished a two-year CBPR project with a Somali immigrant community in Minneapolis studying barriers to healthcare access. The community advisory board wants a report they can share with community members and use in advocacy with the city health department. I also need a shorter version for the health department directly."

Output approach: Load the community engagement guide. Set parameters: audience = community members (primary), policymakers (secondary); platform = community report (full) + policy brief (short version); purpose = reciprocity and advocacy; register = general public for the community report, policymaker for the policy brief. For the community report: structure around the questions the community advisory board identified as priorities (not the researcher's academic research questions). Executive summary in plain language (one page). Key findings presented with community voice — include participant quotes (with consent), community advisory board interpretations, and space for disagreement or additional context. Implications section focused on what the community can do with the findings. Next steps section co-developed with the advisory board. Accessible formatting: large font, visual aids, translated sections if needed (confirm languages). For the policy brief: 2-3 pages, executive summary with three bullet-point recommendations, evidence summary linking each recommendation to specific findings, implementation considerations. Formal but accessible register appropriate for city health department staff. Both documents should be reviewed by the community advisory board before distribution — include a note about the review process and timeline.

Example 3: Podcast preparation and talking points

Input: "I've been invited on a popular science podcast to talk about my research on how conspiracy theories spread in online communities. The host is a science journalist and the audience is educated non-specialists. The episode is next week and I'm nervous — I've never done a podcast before. My research is based on 18 months of digital ethnography."

Output approach: Load the media preparation guide. Set parameters: audience = educated non-specialists; platform = podcast; purpose = knowledge sharing / public scholarship; register = educated non-specialist (can handle complexity, but not disciplinary vocabulary). Develop three key messages: (1) what the researcher actually found (the surprising or counterintuitive finding that will hook listeners), (2) why it matters beyond the academic context (implications for how we think about misinformation, public health, democratic participation), (3) what the researcher's approach reveals that other approaches miss (the value of ethnographic attention to meaning-making rather than just information flow). For each key message, craft one strong soundbite — a memorable, accurate, quotable statement that could be pulled for a clip or social media promotion. Prepare anticipated questions: "Aren't conspiracy theorists just irrational?" (bridge to complexity of belief systems), "What should platforms do about this?" (bridge to what the research shows vs. policy prescriptions), "How did you study this?" (opportunity to explain digital ethnography accessibly). Include bridge phrases for redirecting away from oversimplification ("That's a common assumption, but what I found is...") and strategies for the "well actually" trap (avoid lecturing; tell stories instead). Provide a one-paragraph elevator pitch for the research, and a pre-interview checklist: research the host's style, listen to two previous episodes, identify the audience's likely prior knowledge, prepare an opening anecdote. Note first-time podcast advice: speak in shorter sentences than feels natural, pause before answering, it is fine to say "that's a great question, let me think about that."