What is {{loop-name}}-lessons?

A project-specific collection of verified lessons from a self-learning loop, a repeated process that improves through feedback.

Use it while doing the loop’s related work to consult earlier lessons and add new ones after verified post-mortems.

It helps future work reuse confirmed solutions and avoid repeating known mistakes.

{{loop-name}}-lessons — Skill for Claude Code by grburgess/mindgap

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 grburgess/mindgap --skill project

Clone the repo

git clone --depth 1 https://github.com/grburgess/mindgap

Made for: Claude Code.

Or install mindgap, the plugin that ships this one along with the rest of its 13 skills.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/grburgess/mindgap/project/github.svg)](https://agentmods.dev/skills/grburgess/mindgap/project)

Your own site

<a href="https://agentmods.dev/skills/grburgess/mindgap/project"><img src="https://agentmods.dev/badge/skills/grburgess/mindgap/project/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/grburgess/mindgap/project"><img src="https://agentmods.dev/badge/skills/grburgess/mindgap/project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 138 The whole file, excluding the scripts and references it only reads on demand.

Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.

Origin original 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.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00138
Opus 5.5	$0.00000	$0.00055
Sonnet 5.5	$0.00000	$0.00028
Haiku 4.5	$0.00000	$0.00014

Measured 2mo ago against content hash be42777f3f51, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

{{loop-name}}-lessons scanned grade C with 1 finding 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 2mo 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.

Hidden instructionshighPrompt injection

Directives inside HTML comments, invisible characters or bidirectional overrides are read by the model and not by the person reviewing the file.

mindgap-plugin/skills/loop-system/templates/project-skill.md · 19 lines

What it actually says