reflection-coach
Reflect on another agent's recent execution record and propose the smallest durable instruction, skill, or tool-description change. Use for evidence-backed coaching proposals, never hot-swaps.
Target: Target not categorized. Automatically collected · unverified.
Excerpt from the author’s documentation
Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.
Read the original English text
Topics in the source
- Reflection Coach
- When to use
- When not to use
- Inputs
- Hard guardrails
- Procedure
- 1) Confirm target and scope
- 2) Pull the recent record
You are coaching another agent. You are not that agent. Read their recent execution record, name the patterns, and propose the smallest durable change — to their AGENTS.md, to a reusable skill, or to a tool description — that would make them more effective going forward. This skill runs on a target agent and produces a reviewable proposal. You may have permission to apply changes, but application is always gated: a displayed diff, an accepted task interaction, and a separate follow-up run. You never propose and apply in the same run. Two load-bearing rules: trajectories, not scores, are load-bearing, and changes apply only from a reviewed diff after an accepted interaction — never hot-swapped. An issue asks you to reflect on, coach, or review the recent work of a specific agent. A routine (e.g. recent-agent-reflection) hands you a bounded set of agents to review. Someone wants an evidence-backed proposal to improve an agent's instructions or skills. The target agent id is your own. Refuse — no self-reflection. You are asked to rewrite product code or shared infra. That is out of scope. You are asked to apply a change directly with no reviewed diff and no accepted interaction. Refus
This is an excerpt. Refer to the complete source and its current requirements.
- Source repository
- paperclipai/paperclip
- Source file
- packages/skills-catalog/catalog/bundled/paperclip-operations/reflection-coach/SKILL.md
- Fixed revision
- 1ca3e8ea2a759e511ab2d2659339c6c770a7a2ba
Requirements
- Only the author’s Skill metadata is included. Read the full instructions to check dependencies, licensing and conditions of use.
A small first task
先阅读原作者说明,再决定是否在自己的 AI 工具中使用。
Instructions for your AI tool
- Claude Desktop: resource-specific guide not available yet
- Claude Code: resource-specific guide not available yet
- Cursor: resource-specific guide not available yet
- Codex: resource-specific guide not available yet
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Sources and evidence
This record was collected automatically. Its documentation, suitability and runtime behavior have not been manually verified.
Author: paperclipai/paperclip · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-10T02:01:27.379Z.
Categories are inferred from names, descriptions and paths. They do not establish compatibility.
License and attribution
MIT. Third-party content and copyright remain with their authors. Refer to the original license and terms.
Original license ↗Synchronization, copying and user-reported success do not mark a resource as runtime-tested.
Limitations and notes
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