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self-improvement

self-improvement is a skill for Claude Code, Codex from pskoett/pskoett-ai-skills. It costs 178 tokens per session (4,520 once invoked), scanned A, original, no licence file.

A skill for recording corrections, mistakes, new requests, outdated knowledge, and better approaches during agent work.

In plain words
What is it for?
Capturing user corrections, missing capabilities, updated information, and improvements to future work.
Why use it?
It helps keep useful lessons from being lost when the agent or user discovers that an approach was wrong or incomplete.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing. Also seen: installed under .agents/ (shared by several agents).

not rated 328repo +1 changed 11d ago A scan Socket: passSnyk: pass 178 tokens no licence

Good fit Capturing user corrections, missing capabilities, updated information, and improvements to future work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pskoett/pskoett-ai-skills/self-improvement
View source ↗ pskoett/pskoett-ai-skills
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add pskoett/pskoett-ai-skills --skill self-improvement
Clone the repo
git clone --depth 1 https://github.com/pskoett/pskoett-ai-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for self-improvement

README.md
[![agentmods](https://agentmods.dev/badge/skills/pskoett/pskoett-ai-skills/self-improvement/github.svg)](https://agentmods.dev/skills/pskoett/pskoett-ai-skills/self-improvement)
Your own site
<a href="https://agentmods.dev/skills/pskoett/pskoett-ai-skills/self-improvement"><img src="https://agentmods.dev/badge/skills/pskoett/pskoett-ai-skills/self-improvement/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for self-improvement

Your own site · 80×15
<a href="https://agentmods.dev/skills/pskoett/pskoett-ai-skills/self-improvement"><img src="https://agentmods.dev/badge/skills/pskoett/pskoett-ai-skills/self-improvement.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 178 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,520 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 19 Oct 2026
  • Snyk pass 19 Oct 2026
How audits are shown
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00178 $0.04520
Opus 5.5 $0.00071 $0.01808
Sonnet 5.5 $0.00036 $0.00904
Haiku 4.5 $0.00018 $0.00452

Measured 11d ago against content hash 80850c9c6a4e, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

self-improvement scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/activator.sh, scripts/error-detector.sh, scripts/extract-skill.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/self-improvement/SKILL.md · 508 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

13 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago Changed · +22 lines 80850c9c6a4e
  2. 20d ago Changed · -93 lines · +1 tokens per session defc63c6e3ae
  3. 2mo ago First seen · 579 lines · 177 tokens per session scan A 35fc75bb0113

Subscribe to this mod's changes

self-improvement is a skill published in the GitHub repository pskoett/pskoett-ai-skills (328 stars, last pushed 10d ago), with no licence file. It adds 178 tokens to every session and 4,520 once invoked, about $0.0007 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Memory and contextagent-skills
Related

self-improvement compared with skills from other repositories

self-improvement next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
self-improvementpskoett/pskoett-ai-skillsSkill32810d agononeA178Claude Code, Codex
knowledge-ingestopenclaw/openclawSkill394kyesterdayMITA80Claude Code, Codex
mem0-oss-to-platformmem0ai/mem0Skill68k2d agoApache-2.0A217Claude Code, Codex
forgetasgeirtj/system_prompts_leaksSkill71k2d agoCC0-1.0A74Claude Code, Codex
Cortexdanielmiessler/LifeOSSkill20kyesterdayMITA184Claude Code
memoryopensquilla/opensquillaSkill7.1k6d agoApache-2.0A44Claude Code, Codex
ha-data-storesshiwenwen/hope-agentSkill1.9kyesterdayMITA115Claude Code, Codex