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Low-effort reply filter

Keep the replies that add something; collapse the 'Great post!' and hide the trolls.

Judges each reply against the post it answers: does it add information, a question or a counterpoint, or is it generic praise, self-promotion, AI-written filler or trolling.

Use this judgeCustomize it

Try it live

Real calls to Jev. Pick an example or paste your own.

Examples
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No verdict yet

Pick an example or paste your own input, then run it.

Under the hood

Every question and rule, in the open. Fork it to change any of them.

What it asks

Reads post and reply, then asks 5 questions in one call.

  1. Q1Adds somethingYes / no

    Does the reply add information, an experience, a counterpoint or a specific question about the post? (A generic question that fits any post, such as 'What's your biggest takeaway?', doesn't count.)

  2. Q2GenericYes / no

    Could the reply be posted under almost any post ('Great post!', 'This 🔥', 'So true', 'Agreed')?

  3. Q3Self-promotionYes / no

    Does the reply mainly promote the replier's own product, content or profile?

  4. Q4HostileYes / no

    Is the reply hostile, condescending or trolling?

  5. Q5AI fillerYes / no

    Does the reply read like an AI-generated comment (it restates the post, praises it generically, and asks a question to farm engagement)?

How it decides

Rules run in code, top to bottom. The first one that matches gives the verdict.

  1. 1
    If Hostile ≥ 0.75Hide
  2. 2
    If Self-promotion ≥ 0.75Hide
  3. 3
    If Generic ≥ 0.7Low effort
  4. 4
    If AI filler ≥ 0.7Low effort
  5. 5
    If Adds something < 0.35Low effort
  6. ·
    DefaultKeep

Call it from your code

Every template runs as-is with an API key, no setup: POST /api/v1/judges/reply-filter/run.

curl -X POST https://tryevally.com/api/v1/judges/reply-filter/run \  -H "Authorization: Bearer $EVALLY_API_KEY" \  -H "Content-Type: application/json" \  -d '{  "input": {    "post": "We migrated 40 services from REST to gRPC. Latency dropped 30%, but debugging got much harder.",    "reply": "Great insights! 🙌 This is so true. What'\''s your biggest takeaway from this journey?"  }}'

Seen in the wild

Community builds on Jev that use this pattern. Not affiliated with Evally.

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