Home / habitat-thinking / ai-literacy-superpowers · ai-literacy-superpowers/skills/garbage-collection/SKILL.md · GitHub

garbage-collection skillA

garbage-collection is agent-read markdown (skill) from habitat-thinking/ai-literacy-superpowers: This skill should be used when the user asks about "garbage collection rules", "entropy fighting", "documentation staleness", "dead code detection", "convention drift", "periodic checks", "auto-fix rules", or needs guidance on the Garbage Collection section of HARNESS.md..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Garbage Collection

Garbage collection in a harness context means periodic checks that fight
entropy — the slow drift that neither real-time hooks nor PR gates
catch. Documentation goes stale, conventions erode, dead code
accumulates, dependencies fall behind.

This is Boeckeler's third harness component: agents that run
periodically to find inconsistencies and violations, actively fighting
decay.

## Anatomy of a GC Rule

Every GC rule in HARNESS.md has five fields:

- **What it checks** — the specific entropy being detected
- **Frequency** — `daily`, `weekly`, or `manual`
- **Enforcement** — `deterministic` or `agent`
- **Tool** — what runs the check
- **Auto-fix** — `true` (GC agent fixes it) or `false` (create an
  issue instead)

## Choosing Frequency

| Frequency | Use for |
| --- | --- |
| daily | Fast checks with high entropy rate (style drift in active codebases) |
| weekly | Most GC rules — documentation, dependencies, dead code |
| manual | Exploratory checks not yet calibrated for automation |

Start with weekly for most rules. Only move to daily if the entropy
rate justifies the cost.

## The Auto-Fix Decision
…

Read the whole file at its exact version.

How to install

Latest version
mdr add habitat-thinking/ai-literacy-superpowers/garbage-collection@git:20260501.cd7876d
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Versions

versioncommittedcommitsizeaudit
git:20260501.cd7876d latest2026-05-01 cd7876d 8,843 BA view · diff
git:20260414.1437c9d2026-04-14 1437c9d 6,977 BA view · diff
git:20260407.c7346d42026-04-07 c7346d4 5,635 BA view · diff
git:20260407.9abc03f2026-04-07 9abc03f 4,312 BA view · diff
git:20260406.60a61ca2026-04-06 60a61ca 3,187 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (8843 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

habitat-thinking/ai-literacy-superpowers · 106 stars · license NOASSERTION · pushed 2026-09-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_f55tyakrfcnyf4uh
GET https://markdownregistry.com/api/v1/resolve?ref=habitat-thinking/ai-literacy-superpowers/garbage-collection
GET https://markdownregistry.com/api/v1/blob/7b4d0ba33553221e5dc7ab6aadaf99aba118e95ba9718274dbfe4d1f7ed72ee8

Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

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