memory SKILL.md skillA

memory from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boshu2/agentops/memory@git:20261025.a376884

Pins git:20261025.a376884 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
skills/memory/SKILL.md
Versions recorded
9
Latest version
git:20261025.a376884, committed Oct 25, 2026
First version recorded
Sep 9, 2026
Size
7,403 bytes
Repository stars
450
License
Apache-2.0

Find or curate supported lessons and agent rules. Use when: asked to remember, trace a corrected claim, audit instructions or write an agent rule.

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

# Memory

Use maintained experience only when it changes an action. Memory is optional:
no mandatory recall at RPI entry, lesson at completion, worksheet, page quota or
background mining. A trivial edit can proceed directly to implementation.

## Rules for any saved lesson or rule

Apply these whenever a request would save or promote a lesson, including a
request to turn an incident into a rule for an instruction file:

1. **Look for an existing entry first.** Search the selected `.context/` pages,
   external topic pages or the target instruction file (`AGENTS.md`,
   `CLAUDE.md`, a team rules file). Amend the entry that already covers the
   behavior; add a new one only when none fits. If the final code, tests,
   comments or a doc already explain the reasoning, point there rather than
   save a copy; save only what they cannot show a later reader, such as
   ruled-out causes, why the fix works and what brings the failure back.
   Effort, a finished task or a large diff never qualifies a lesson. If nothing
   qualifies, save nothing and say why.
2. **Size the claim to its evidence.** One incident supports a narrow
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/memory@sha256:1392a9c422a6ee65

The line at the top of this page pins the label git:20261025.a376884, 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_y6crr6lw37je7ujg.svg)](https://markdownregistry.com/a/art_y6crr6lw37je7ujg)

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

Versions

The registry has recorded 9 versions of this file, between Sep 9, 2026 and Oct 25, 2026, about one every 6 days.

versioncommittedcommitsizeaudit
git:20261025.a376884 latest2026-10-25 a376884 7,403 BA view · diff
git:20261022.0ffc1082026-10-22 0ffc108 7,625 BA view · diff
git:20261021.71bc1e42026-10-21 71bc1e4 7,356 BA view · diff
git:20261021.b54da622026-10-21 b54da62 6,410 BA view · diff
git:20261005.4fda2942026-10-05 4fda294 6,298 BA view · diff
git:20260922.92e6f5d2026-09-22 92e6f5d 8,096 BA view · diff
git:20260921.2db88232026-09-21 2db8823 7,971 BA view · diff
git:20260911.c6558502026-09-11 c655850 6,767 BA view · diff
git:20260909.e1fae0d2026-09-09 e1fae0d 4,906 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 (7403 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

boshu2/agentops · 450 stars · license Apache-2.0 · pushed 2026-10-28 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_y6crr6lw37je7ujg
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/memory
GET https://markdownregistry.com/api/v1/blob/1392a9c422a6ee65b606fab09b977221d322b7e87ec82cd4df4ce59fb02b9c73

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 boshu2/agentops

AGENTS.md AGENTS.md file
boshu2/agentops · AGENTS.md
git:20261021.171baa2 · audit A · 450 stars
CLAUDE.md CLAUDE.md file
boshu2/agentops · CLAUDE.md
git:20260617.e46aede · audit B · 450 stars
AGENTS.md@cli AGENTS.md file
boshu2/agentops · cli/AGENTS.md
git:20261021.171baa2 · audit A · 450 stars
AGENTS.md@cli/internal/goals AGENTS.md file
boshu2/agentops · cli/internal/goals/AGENTS.md
git:20261023.37429a6 · audit A · 450 stars
AGENTS.md@cli/internal/quality AGENTS.md file
boshu2/agentops · cli/internal/quality/AGENTS.md
git:20261003.02f5f36 · audit A · 450 stars
AGENTS.md@cli/internal/types AGENTS.md file
boshu2/agentops · cli/internal/types/AGENTS.md
git:20260924.55c2c93 · audit A · 450 stars
AGENTS.md@cli/internal/types/quest AGENTS.md file
boshu2/agentops · cli/internal/types/quest/AGENTS.md
git:20260924.55c2c93 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer-claude/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
implement SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/implementer/skills/implement/SKILL.md · Execute one bounded RED to GREEN experiment from bead or caller intent; return derived subject identity and check…
git:20260729.a635979 · audit A · 450 stars
validate SKILL.md skill
boshu2/agentops · packs/agentops-executor/agents/validator/skills/validate/SKILL.md · Freshly judge exact subject content against bead or caller acceptance, optionally persist verdict.v2 for a declared…
git:20260926.482dc04 · audit A · 450 stars
using-gc SKILL.md skill
boshu2/agentops · packs/agentops-executor/skills/using-gc/SKILL.md · Operate a caller-selected Gas City 1.4 with upstream registry packs and native run-centered surfaces while keeping GC…
git:20260730.efcf487 · audit A · 450 stars
agent-native SKILL.md skill
boshu2/agentops · plugin/skills/agent-native/SKILL.md · Dispatch independent tasks to parallel workers or subagents without write collisions. Use when: running or planning…
git:20261026.1b5f59a · audit A · 450 stars

Every file in boshu2/agentops

Other files named memory

memory SKILL.md skill
alsk1992/cloddsbot · src/skills/bundled/memory/SKILL.md · Persistent memory system for preferences, facts, and notes
git:20260130.78e49cb · audit A · 3,052 stars
memory SKILL.md skill
phyagentos/phyagentos-core · PhyAgentOS/skills/memory/SKILL.md · Two-layer memory system with grep-based recall.
git:20260331.475dbda · audit A · 2,996 stars
memory SKILL.md skill
codeaholicguy/ai-devkit · skills/memory/SKILL.md · AI DevKit · Use the memory CLI as a durable knowledge layer. Search before non-trivial work, store verified reusable…
git:20260509.950097b · audit A · 1,656 stars
memory SKILL.md skill
kitfunso/hippo-memory · extensions/claude-code-plugin/skills/memory/SKILL.md · Project memory powered by Hippo. Use when starting a session, after learning something, after hitting an error, or when…
git:20261029.4cf744a · audit A · 787 stars
memory SKILL.md skill
sidiora-labs/codify · plugins/memory/skills/memory/SKILL.md · Retrieve relevant durable HYPERFIDE memories or save verified knowledge useful to future threads.
git:20261031.fc5ea53 · audit A · 639 stars
memory SKILL.md skill
boshu2/agentops · plugin/skills/memory/SKILL.md · Find or curate supported lessons and agent rules. Use when: asked to remember, trace a corrected claim, audit…
git:20261025.a376884 · audit A · 450 stars
memory SKILL.md skill
devcodex-labs/devcodex · content/skills/memory/SKILL.md · 管理会话记忆的读取与写入。三层记忆体系:Agent 日记 / 需求记忆 / 项目总记忆。
git:20261018.e641aa6 · audit A · 432 stars
memory SKILL.md skill
yonatangross/orchestkit · plugins/ork/skills/memory/SKILL.md · Read-side memory operations on the knowledge graph: search past decisions and patterns, load session context, view…
v2.0.1 · audit A · 299 stars

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