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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
jwynia avatar

Context Retrospective

jwynia/agent-skills
381 installs141 stars
Summary

After your AI agent fumbles through a task or takes three detours to find information it should have known, run this to figure out what went wrong in your context network. It analyzes interaction transcripts across six dimensions like knowledge gaps, navigation issues, and whether the agent violated boundaries between planning docs and implementation files. The output tells you exactly what context nodes to add, what relationships to document, and which guidance rules need sharpening. Think of it as a post-mortem tool that turns every confused agent interaction into actionable improvements for your context architecture.

Install to Claude Code

npx -y skills add jwynia/agent-skills --skill context-retrospective --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Make money from your Skills
Make money from your Skills
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Put your SEO on autopilot
Put your SEO on autopilot
An agent that runs the SEO playbooks that move rankings and ships PRs you control.
Get founding access →
Vibe Prospecting MCPVibe Prospecting MCP
Vibe Prospecting MCP
Connect Claude to +800M contacts, +150M companies. Find & Enrich leads in chat.
Try For Free →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Categories
AI & Agent BuildingDesign & UI/UX
First SeenJun 3, 2026
View on GitHub

More from jwynia/agent-skills

All 118 skills →
  • Ebook Analysis377
  • Language Evolution377
  • Lyric Diagnostic377
  • Good Thinking375
  • Research370
  • World Fates370
  • Revealjs Presenter369
  • Sensitivity Check369
  • Memetic Depth366
  • Moral Parallax361
  • Media Adaptation360
  • Dna Extraction356
  • Conlang355
  • Sleep Story354
  • Claim Investigation353
  • Scraper Builder353
  • Context Network350
  • Adaptation Synthesis349
  • Agile Workflow348
  • Multi Order Evolution347
  • Metabolic Cultures346
  • Statistical Distance346
  • Table Tone345
  • Abstract Strategy344

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