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Winback and Pruning

Agent skill
1 skill

Analyzes a completed/failed/paused automation's taskresults, buckets them by status×reason, separates recoverable cohorts from terminal ones, and produces a win-back plan or a prune/blocklist recommendation. Use when the user wants a post-mortem, failure analysis, win-back, "how is this automation doing", or how to handle silent creators. Affiliate (分销) context. Chinese triggers: 复盘 / 失败分析 / winback / 唤回 / 这条自动化表现如何 / 沉默达人怎么处理.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryGeneralStars0

About this skill

Analyzes a completed/failed/paused automation's taskresults, buckets them by status×reason, separates recoverable cohorts from terminal ones, and produces a win-back plan or a prune/blocklist recommendation. Use when the user wants a post-mortem, failure analysis, win-back, "how is this automation doing", or how to handle silent creators. Affiliate (分销) context. Chinese triggers: 复盘 / 失败分析 / winback / 唤回 / 这条自动化表现如何 / 沉默达人怎么处理.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill

This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: e09281040ec7bf6c8be1c5981aa6366b8570996549339e8504cbf1a9c42a38ed

About scan coverage and limitations

About this listing

Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Winback and Pruning | Agent Skills Atlas