memory
Skill1 starsChanged 13 days agoMITView on GitHub
Inspect, validate, compact, search, and manage project and subagent OKF v0.2 memory concepts. Use when viewing memory status or auditing staleness with /memory.
99 other projects use a version of this.
Adopted by
Most recently taken up by
- jaydubya818/ClaudeClaw-Mission-Controltheir own version, first seen Nov 8, 2026
- naman10parikh/pennytheir own version, first seen Nov 8, 2026
- NaturNestAI-Labs/beings-protocoltheir own version, first seen Nov 8, 2026
- maxtechera/memorytheir own version, first seen Nov 8, 2026
- wubinKKK/private-ai-workbenchtheir own version, first seen Nov 8, 2026
- shetengteng/skillix-hubtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use ecosystem-reference, fractal-delegation and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
naman10parikhSkillecosystem-reference
Quick-access directory of Claude Code ecosystem repos, skills, plugins, MCPs, and patterns. Use when improving the harness.
Also in 5 projects that use this
naman10parikhSkillfractal-delegation
Also in 5 projects that use this
Maliot100XSkillsend-user-message
Send a proactive message to a paired user via their channel (Discord, Telegram, or WhatsApp). Use when the agent needs to notify, alert, or send an unsolicited message to a user — especially during heartbeat invocations, scheduled tasks, or when the agent wants to reach out without a prior user message in the current conversation. Triggers: 'send message to user', 'notify user', 'alert user', 'message the user on discord/telegram/whatsapp', or any need to proactively communicate with a paired sender.
Also in 4 projects that use this
jh941213Skilldocs-ci
문서 CI(링크·OpenAPI lint·breaking 게이트·mermaid 검증)나 문서 드리프트 감지(docs.yaml 신선도 검사)를 설치하거나 돌릴 때 사용. 문서 내용 작성은 docs-architecture·docs-interfaces·docs-manuals.
Also in 3 projects that use this
jh941213Skilldocs-interfaces
API·이벤트 인터페이스 문서(OpenAPI·swagger·AsyncAPI 명세, 엔드포인트 레퍼런스, API 구성도·시퀀스, API CHANGELOG)를 만들거나 코드와 맞출 때 사용. 시스템 구성도는 docs-architecture, API 설계 원칙은 api-design-principles.
Also in 3 projects that use this
- +6 more from naman10parikh
- +1 more from jh941213
Other versions99 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 99
- google-gemini/gemini-cli★ 109ksame name
- jlia0/tinyclaw★ 3.6ksame name
- TinyAGI/tinyagi★ 3.6ksame name
- TinyAGI/tinyclaw★ 3.6ksame name
- Chachamaru127/claude-code-harness★ 3.2ksame name
- codeaholicguy/ai-devkit★ 1.7ksame name
- Muuuun/luxas★ 1.2ksame name
- shobcoder/shob★ 575same name
- boshu2/agentops★ 453same name
- makushingu/harness-maxxing★ 161same name
89 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository49 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a11ySkill
- agents-mdSkill
- antislop-codeSkill
- antislop-copywritingSkill
- antislop-humanSkill
- antislop-layoutmobileSkill
- antislopSkill
- antislop-uiSkill
- askSkill
- audit-agentsSkill
- audit-choicesSkill
- audit-performanceSkill
- audit-testsSkill
- auto-researchSkill
- close-specSkill
- code-reviewSkill
- compare-screenshotsSkill
- debugSkill
- design-mdSkill
- design-with-imagesSkill
- document-codebaseSkill
- eli5Skill
- eval-skillsSkill
- explore-unknownsSkill
- handoff-specSkill
- implementSkill
- learnSkill
- marketing-pagesSkill
- okf-contextSkill
- preview-shotsSkill
- quick-planSkill
- ratchet-filesSkill
- refactor-cleanSkill
- rememberSkill
- repoagent-doc-generationSkill
- retroSkill
- reviewSkill
- rtkSkill
- screenshot-critiqueSkill
- specifySkill
- spec-planSkill
- spec-tasksSkill
- statusSkill
- system-designSkill
- verifySkill
- write-docsSkill
- write-skillsSkill
- write-testsSkill
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 0 are distinctive, and 4 are very specific to this project.
0
Common
Most of the 82 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 18
Default to status: run buddhi memory status (or call buddhi_memory(action="status")) to report:
- Very specific: line 22
If --validate or validate was requested: run buddhi memory validate.
- Very specific: line 23
If --compact or compact was requested: run buddhi memory compact to demote superseded/deprecated pointers to <topic>/index.md.
- Very specific: line 24
If search was requested: execute buddhi memory search <query> [--active-file <files>].
“Common” is measured: kept by at least 6 in 10 of the 82 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/memory
$ARGUMENTS
Inspect and manage the project's Google Open Knowledge Format (OKF v0.2) and Claude Code memory bundle.
Steps
- Parse any subcommands or filters from
$ARGUMENTS(status,search <query>,validate,compact,sync,sdd-promote). - Default to status: run
buddhi memory status(or callbuddhi_memory(action="status")) to report:- Total OKF concept nodes by kind and scope.
MEMORY.mdline count and byte size vs. the strict 200-line / 25KB hard cap.- Any stale concepts where referenced source code has changed (
content_hashmismatch).
- If
--validateorvalidatewas requested: runbuddhi memory validate. - If
--compactorcompactwas requested: runbuddhi memory compactto demote superseded/deprecated pointers to<topic>/index.md. - If
searchwas requested: executebuddhi memory search <query> [--active-file <files>]. - Present findings concisely to the user.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

