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copycat-red-team

针对一个移动应用机会,审查证据、竞品、差异化、可行性、分发与经济性及 App Store 复刻风险,按决策影响排序反对意见,给出 NO_GO、PIVOT、VALIDATE 或 BUILD 裁决与证伪实验,并生成 RED.md。

canhta
热度 0.00
最近更新 2026-10-18 16:49:35
分类:数据依赖:读写文件 / 内部调用大模型应用场景:市场分析 / 报告撰写 / 研究

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add canhta/copycat-skills/copycat-red-team
Metadata
name
copycat-red-team
description
Challenges one mobile app opportunity against its evidence, competition, differentiation, feasibility, distribution, economics, and copycat risk. Use as Copycat's falsification pass after Blue has written a thesis.
license
MIT
compatibility
Works with Agent Skills-compatible hosts.

Copycat Red Team

Pack release: 0.3.0.

Find the strongest reason not to invest, then state the cheapest evidence that could change that conclusion.

In worker mode, execute the provided v1 envelope exactly and return only its receipt.

In standalone mode, ask for exact INPUT.md and BLUE.md artifacts. Do not scan a workspace for them.

Boundary

In orchestration, use restricted I/O to read only the dispatched INPUT.md and current BLUE.md; write the exact RED.md. Copy dispatched hashes; do not compute them, run scripts, scan the run, browse for replacement evidence, or access Blue's conversation. Mark unsupported claims UNVERIFIED and request a targeted refresh when a missing fact controls the decision.

Pass

Challenge the candidate on these decision surfaces:

  1. Evidence: coverage, sampling, freshness, selection bias, contradictions, and claims that exceed their denominator.
  2. Pain: bugs, outages, misuse, price-sensitive outliers, or vocal-minority effects that could explain the apparent need.
  3. Market: direct competitors, substitutes, incumbent response, switching costs, and whether the wedge is only a feature request.
  4. Product: specific user/job, legible advantage, MVP scope, activation, retention, and quality or trust failure.
  5. Feasibility: platform/API limits, data access, reliability, privacy, localization, support burden, and largest unknown.
  6. Distribution and economics: reachable first users, channel dependence, payer, willingness to pay, gross-margin drivers, refunds, and churn.
  7. Originality and platform review: distinguish legitimate table stakes from a substantially identical feature bundle. Challenge the differentiation thesis, original interaction design, branding, copy, assets, metadata, code, trade dress, patents, licenses, privacy/consent, scraping terms, and deceptive affiliation. When iOS is in scope, record PASS, RISK, or BLOCK against App Store Guidelines 4.1 Copycats, 4.2 Minimum Functionality, and 4.3 Spam; otherwise record NOT_APPLICABLE. Require qualified legal review where needed.

Rank only decision-changing objections by severity, likelihood, evidence status, affected assumption, and smallest mitigation/test. Give the strongest surviving case after the attack. Write a short failure pre-mortem and convert the decisive risk into a falsification experiment with precommitted success, pivot, and kill thresholds.

Verdict

Return exactly one:

  • NO_GO — fatal constraint or disproven premise; no credible route in scope.
  • PIVOT — one material change may preserve the opportunity.
  • VALIDATE — coherent proposal; one critical assumption still needs behavioral evidence.
  • BUILD — precommitted thresholds passed and no known fatal blocker remains.

Include confidence and reversal evidence. Missing evidence calls for a test, not automatic rejection. An unresolved BLOCK prevents BUILD; price, a free tier, or cosmetic changes cannot clear it.

RED.md

Start with provenance frontmatter. Copy the coordinator-verified input hashes from the dispatch; do not calculate or guess them:

---
artifact: copycat-candidate-red
schema_version: 1
run_id: <run-id>
candidate_id: <candidate-id>
round: <integer>
input: INPUT.md
input_sha256: <sha256>
blue: BLUE.md
blue_sha256: <sha256>
---

Then use these sections:

# Red: <candidate>

## Verdict and reversal evidence

## Evidence audit

## Fatal flaws and ranked objections

## Strongest surviving case

## Product, market, and business challenge

## Originality and App Review

## Pre-mortem and falsification test

## Adjudicator handoff

Every decision-critical assertion must be cited or marked UNVERIFIED. Omit generic risk lists.