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.
npx skills add ricneves-ai/flowgrammers-skills --skill self-improving-agentgit clone --depth 1 https://github.com/ricneves-ai/flowgrammers-skillsWrote 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.
[](https://agentmods.dev/skills/ricneves-ai/flowgrammers-skills/self-improving-agent)<a href="https://agentmods.dev/skills/ricneves-ai/flowgrammers-skills/self-improving-agent"><img src="https://agentmods.dev/badge/skills/ricneves-ai/flowgrammers-skills/self-improving-agent/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.
<a href="https://agentmods.dev/skills/ricneves-ai/flowgrammers-skills/self-improving-agent"><img src="https://agentmods.dev/badge/skills/ricneves-ai/flowgrammers-skills/self-improving-agent.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00117 | $0.01706 |
| Opus 5.5 | $0.00047 | $0.00682 |
| Sonnet 5.5 | $0.00023 | $0.00341 |
| Haiku 4.5 | $0.00012 | $0.00171 |
Grade A, and why
self-improving-agent 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 1mo ago.
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.
How it starts
The opening of the file, as written. The whole thing — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Self-Improving Agent
A auto-memória captura. Este plugin cuida.
A auto-memória do Claude Code (v2.1.32+) registra automaticamente padrões do projeto, insights de debugging e suas preferências em MEMORY.md. Este plugin adiciona a camada de inteligência: analisa o que o Claude aprendeu, promove padrões comprovados para regras do projeto e extrai soluções recorrentes em skills reutilizáveis.
Referência Rápida
| Comando | O que faz |
|---|---|
/si:review |
Analisar MEMORY.md — encontrar candidatos a promoção, entradas desatualizadas, oportunidades de consolidação |
/si:promote |
Graduar um padrão de MEMORY.md → CLAUDE.md ou .claude/rules/ |
/si:extract |
Transformar um padrão comprovado em uma skill standalone |
/si:status |
Painel de saúde da memória — contagens de linhas, arquivos por tópico, recomendações |
/si:remember |
Salvar explicitamente conhecimento importante na auto-memória |
Como se Encaixa
┌─────────────────────────────────────────────────────────┐
│ Pilha de Memória do Claude Code │
├─────────────┬──────────────────┬────────────────────────┤
│ CLAUDE.md │ Auto-Memória │ Memória de Sessão │
│ (você escreve)│ (Claude escreve)│ (Claude escreve) │
│ Regras & │ MEMORY.md │ Logs de conversa │
│ padrões │ + arquivos │ + continuidade │
│ Carrega │ por tópico │ │
│ completo │ 200 primeiras │ Carga contextual │
│ │ linhas │ │
├─────────────┴──────────────────┴────────────────────────┤
│ ↑ /si:promote ↑ /si:review │
│ Self-Improving Agent (este plugin) │
│ ↓ /si:extract ↓ /si:remember │
├─────────────────────────────────────────────────────────┤
│ .claude/rules/ │ Novas Skills │ Logs de Erro │
│ (regras escopadas)│ (extraídas) │ (capturados) │
└─────────────────────────────────────────────────────────┘
What ships with it
5 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.
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.
- 1mo ago First seen · 154 lines · 117 tokens per session scan A 7a1dd4d906f5
self-improving-agent is a skill published in the GitHub repository ricneves-ai/flowgrammers-skills (117 stars, last pushed 1mo ago), licensed MIT. It adds 117 tokens to every session and 1,706 once invoked, about $0.0005 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 2026-09-03.
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