mkl-isolated-scratchpad SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 6 indexed copies. Same content hash, so the same checks give both the same grade.

mkl-isolated-scratchpad from 00200200/maintainer-skills-lab is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add 00200200/maintainer-skills-lab/mkl-isolated-scratchpad@git:20261015.e7124e4

Pins git:20261015.e7124e4 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
00200200/maintainer-skills-lab
Path
providers/claude/.claude/skills/mkl-isolated-scratchpad/SKILL.md
Versions recorded
1
Latest version
git:20261015.e7124e4, committed Oct 15, 2026
Size
1,900 bytes
Repository stars
48
License
MIT

Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context tokens.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Isolated Scratchpad for Ephemeral Reasoning

Redirect long exploratory traces, speculative diffs, and verbose command outputs into ephemeral scratchpad files to keep the main conversation window compact and token-efficient.

## Workflow & Guidelines

1. **Designated Ephemeral Directory**:
   - Write intermediate files to `.msl/scratch/` or `.scratch/` in the project root (e.g. `.msl/scratch/session_<topic>.md`).
   - Ensure the directory is ignored by git and context indexers so scratch files are never committed.

2. **Command Redirection**:
   - Never print raw multi-page terminal outputs into conversation context.
   - Redirect verbose outputs directly to scratch:
     ```bash
     pytest tests/ > .msl/scratch/test_run.log 2>&1
     ```

3. **Targeted Inspection**:
   - Extract only relevant failure anchors or error spans using filtered queries:
     ```bash
     grep -E "FAILED|ERROR" .msl/scratch/test_run.log
     ```
   - Avoid reading full hundred-line log files back into memory.

4. **Clean Synthesis Handoff**:
   - Return a concise synthesis in under 150 tokens to the main conversation.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add 00200200/maintainer-skills-lab/mkl-isolated-scratchpad@sha256:bc56e6abc2947ea7

The line at the top of this page pins the label git:20261015.e7124e4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_kz3rxvtywcutjcun.svg)](https://markdownregistry.com/a/art_kz3rxvtywcutjcun)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Oct 15, 2026.

versioncommittedcommitsizeaudit
git:20261015.e7124e4 latest2026-10-15 e7124e4 1,900 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (1900 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

00200200/maintainer-skills-lab · 48 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_kz3rxvtywcutjcun
GET https://markdownregistry.com/api/v1/resolve?ref=00200200/maintainer-skills-lab/mkl-isolated-scratchpad
GET https://markdownregistry.com/api/v1/blob/bc56e6abc2947ea74970409910111aa48323c85d5645c189051fa43b98aa9947

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from 00200200/maintainer-skills-lab

AGENTS.md AGENTS.md file
00200200/maintainer-skills-lab · AGENTS.md
git:20261006.dacbcf4 · audit B · 48 stars
mkl-adversarial-review SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-adversarial-review/SKILL.md · Conduct a bounded 3-turn adversarial code review debate (Author vs. Skeptic) to uncover subtle edge cases and race…
git:20261015.deeb4bf · audit A · 48 stars
mkl-architect-editor SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-architect-editor/SKILL.md · Two-model pipeline routing high-level design to an Architect model, and mechanical search/replace edits to an Editor…
git:20261015.8dfd8a5 · audit A · 48 stars
mkl-audit-cve SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-audit-cve/SKILL.md · Audit CVE advisories against codebase usage with minimal token context.
git:20261017.c81de28 · audit A · 48 stars
mkl-bisect-regression SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-bisect-regression/SKILL.md · Pinpoint regressions using automated git bisect test scripts with zero prompt token waste.
git:20261017.c81de28 · audit A · 48 stars
mkl-bump-version SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-bump-version/SKILL.md · Evaluate conventional commits since latest tag, determine next SemVer, and surgically update version files.
git:20261015.0f940b8 · audit A · 48 stars
mkl-debug-ml-training SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-debug-ml-training/SKILL.md · Investigate training failures, NaNs, missing gradients, misleading losses, and non-reproducible runs in PyTorch…
git:20261007.b098ce2 · audit A · 48 stars
mkl-fix-type-errors SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-fix-type-errors/SKILL.md · Resolve static type checker errors (mypy, pyright) using localized symbol-level diagnostics without whole-file…
git:20261015.46e41d9 · audit A · 48 stars
mkl-generate-changelog SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-generate-changelog/SKILL.md · Generate grouped, token-compact changelogs and release notes from git log.
git:20261008.cae68bf · audit A · 48 stars
mkl-generate-commit SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-generate-commit/SKILL.md · Generate concise Conventional Commits under 50 tokens from staged git diffs.
git:20261015.d651c97 · audit A · 48 stars
mkl-humanize SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-humanize/SKILL.md · Edit stiff or AI-sounding prose into natural writing while preserving meaning, facts, citations, and the author's point…
git:20261017.c81de28 · audit A · 48 stars
mkl-localize-fault SKILL.md skill
00200200/maintainer-skills-lab · providers/claude/.claude/skills/mkl-localize-fault/SKILL.md · Isolate suspect files and line ranges before code repair using AST skeletons and stack traces (< 300 tokens). Use…
git:20261015.7066c27 · audit A · 48 stars

Every file in 00200200/maintainer-skills-lab

Other files named mkl-isolated-scratchpad

mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261015.e7124e4 · audit A · 48 stars
mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · providers/opencode/.opencode/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261017.c81de28 · audit A · 48 stars
mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · providers/gemini/.gemini/antigravity/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261015.e7124e4 · audit A · 48 stars
mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · providers/windsurf/.windsurf/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261015.e7124e4 · audit A · 48 stars
mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · providers/cursor/.cursor/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261015.e7124e4 · audit A · 48 stars
mkl-isolated-scratchpad SKILL.md skill
00200200/maintainer-skills-lab · providers/codex/.agents/skills/mkl-isolated-scratchpad/SKILL.md · Offload verbose reasoning, trial commands, and intermediate drafts to ephemeral scratch files to preserve context…
git:20261015.e7124e4 · audit A · 48 stars

Browse by kind, by grade A, or by owner.