self-improvement
Captures learnings, errors, corrections, and feature requests to enable continuous improvement.
Skill by pskoett
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/pskoett-self-improvement
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: devops, productivity, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Shell scripts
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/self-improvement
What's inside
- Skill name
self-improvement- Description
- Captures learnings, errors, corrections, and feature requests to enable continuous improvement. Use when: (1) User corrects Claude ('No, that's wrong...', 'Actually...'), (2) User requests a capability that doesn't exist, (3) Claude realizes its knowledge is outdated or incorrect, (4) A better approach is discovered for a recurring task, (5) Receiving a Handoff block from self-healing (a recurring verified heal with Recurrence-Count at least 3) to distill into a memory file or new skill. For ACTIVE runtime failures where the agent needs to apply and verify a fix mid-task, use `self-healing` instead (it files HEAL- entries with proof; self-improvement promotes accumulated patterns). Also review learnings before major tasks. For CI-only/headless learning capture, use self-improvement-ci.
- License
- unknown
- Instructions
- 482 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (14)
- SKILL.md
- ERRORS.md · assets/
- FEATURE_REQUESTS.md · assets/
- LEARNINGS.md · assets/
- SKILL-TEMPLATE.md · assets/
- claude-hooks.json · assets/
- amp-setup.md · references/
- context-maintenance.md · references/
- examples.md · references/
- hooks-setup.md · references/
- installation.md · references/
- activator.sh · scripts/
- error-detector.sh · scripts/
- extract-skill.sh · scripts/
The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub
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Revalidate persistent agent knowledge by classifying why it can become stale and how quickly it changes, then retain, revise, externalize, or retire it.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
context-surfing
pskoett
Monitors context window health during large, long-running, multi-session, or explicitly context-sensitive work.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
skill-pipeline
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Pipeline orchestrator that classifies incoming coding tasks and routes them through the correct combination of skills at the right depth.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
plan-interview
pskoett
Ensures alignment between user and Claude during feature/spec planning through a structured interview process.
SkillAFreshness: A★ 320Claude Code +9 - 0.769score
self-healing
pskoett
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root cause, write a fix, VERIFY by re-running the broken thing, then…
SkillAFreshness: A★ 320Claude Code +9 - 0.768score
intent-framed-agent
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Frames coding-agent work sessions with explicit intent capture and drift monitoring.
SkillAFreshness: A★ 320Claude Code +9 - 0.768score
session-context
pskoett
[Beta] Retrieves task-relevant prior sessions and returns a short, cited brief of decisions, corrections, failed approaches, and unresolved work.
SkillAFreshness: A★ 320Claude Code +9 - 0.768score
learning-aggregator
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[Beta] Cross-session analysis of accumulated .learnings/ files.
SkillAFreshness: A★ 320Claude Code +9 - 0.763score
simplify-and-harden
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Post-completion self-review for coding agents that runs simplify, harden, re-verification, and micro-documentation passes on non-trivial code or high-impact…
SkillAFreshness: A★ 320Claude Code +9 - 0.729score
learning-aggregator-ci
pskoett
[Beta] CI-only learning aggregation workflow using gh-aw (GitHub Agentic Workflows).
SkillBFreshness: B★ 320Claude Code +9 - 0.729score
eval-creator-ci
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[Beta] CI-only eval regression runner using gh-aw (GitHub Agentic Workflows).
SkillBFreshness: B★ 320Claude Code +9 - 0.729score
skill-tester
pskoett
Validates all interactive skills in this repo against the Agent Skills spec, project conventions, and structural requirements.
SkillBFreshness: B★ 320Claude Code +9
Signals
- Stars
- 320
- Forks
- 47
- Open issues
- 0
- Last commit (this folder)
- Oct 17, 2026 (14 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- License unknown
- Repository
- github.com/pskoett/pskoett-ai-skills
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
Same skill elsewhere
Copies of this SKILL.md published by others; search shows only one of them.
- 0.404score
self-improvement
pskoett
Captures learnings, errors, corrections, and feature requests to enable continuous improvement.
SkillAFreshness: A★ 320Claude Code +9 - 0.404score
self-improvement
pskoett
Captures learnings, errors, corrections, and feature requests to enable continuous improvement.
SkillAFreshness: A★ 320Claude Code +9 - 0.404score
self-improvement
pskoett
Captures learnings, errors, corrections, and feature requests to enable continuous improvement.
SkillAFreshness: A★ 320Claude Code +9
More from pskoett
- 0.773score
context-surfing
pskoett
Monitors context window health during large, long-running, multi-session, or explicitly context-sensitive work.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
skill-pipeline
pskoett
Pipeline orchestrator that classifies incoming coding tasks and routes them through the correct combination of skills at the right depth.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
plan-interview
pskoett
Ensures alignment between user and Claude during feature/spec planning through a structured interview process.
SkillAFreshness: A★ 320Claude Code +9 - 0.773score
context-decay
pskoett
Revalidate persistent agent knowledge by classifying why it can become stale and how quickly it changes, then retain, revise, externalize, or retire it.
SkillAFreshness: A★ 320Claude Code +9 - 0.769score
self-healing
pskoett
Active runtime recovery for coding agents: when something breaks mid-task, diagnose the root cause, write a fix, VERIFY by re-running the broken thing, then…
SkillAFreshness: A★ 320Claude Code +9 - 0.768score
intent-framed-agent
pskoett
Frames coding-agent work sessions with explicit intent capture and drift monitoring.
SkillAFreshness: A★ 320Claude Code +9
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Cite this page
self-improvement skill. Agent Mart. https://agentmart.dev/skills/pskoett-self-improvement (last updated 2026-10-24)