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Memory Informed Longitudinal Work

Category: Science & Research  ·  Sub-category: science-misc  ·  Last updated:
Long-running multi-session work (research, eval loops, iterative benchmarks) with continuity -- resume prior lessons, capture per-run outcomes, build up stable truths over time. Use for eval/research/benchmark work that spans sessions.

From the source SKILL.md

Multi-session engineering work (research, eval loops, iterative benchmarks) where lessons must accumulate across runs. The motivating case: improving a core algorithm over dozens of eval iterations without starting from scratch each session.

What this skill does

Memory Informed Longitudinal Work is a community-contributed Claude Code skill in the science-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/memory-informed-longitudinal-work/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Memory Informed Longitudinal Work Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/memory-informed-longitudinal-work
curl -L https://claudskills.com/skills/memory-informed-longitudinal-work/SKILL.md \
  -o ~/.claude/skills/memory-informed-longitudinal-work/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/memory-informed-longitudinal-work/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/memory-informed-longitudinal-work/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\memory-informed-longitudinal-work\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Memory Informed Longitudinal Work [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/memory-informed-longitudinal-work/
BibTeX
@misc{memory-informed-longitudinal-work-2026,
  author    = {ClaudSkills},
  title     = {Memory Informed Longitudinal Work [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/memory-informed-longitudinal-work/}
}

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More Science & Research skills

Browse all Science & Research skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all Science & Research skills → Top 100 skills
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