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jiangwill2023

Memory Backfill

by jiangwill2023 · GitHub ↗ · v2.0.0 · MIT-0
cross-platform ✓ Security Clean
73
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Install in OpenClaw
/install memory-backfill
Description
规范升级 Agent 记忆,将抽象原则转为包含项目事实和结果闭环的全面项目级记忆,并固化验收标准。
Usage Guidance
This skill appears internally consistent and focused on upgrading agent MEMORY files. Before installing, note: (1) it will read and write workspace memory files (MEMORY.md and memory/YYYY-MM-DD.md) — back up any sensitive records you don't want modified; (2) it asks for/uses real project names (with a note to desensitize), so ensure you follow your org's naming/privacy rules; (3) while the skill itself does not request network access or credentials, an agent executing these instructions might follow evidence paths (URLs or logs) if present — consider running in a test workspace or restricting the agent's network permissions if you are concerned; (4) review the referenced related skills (result-closure-memory, evidence-anchor, taskflow) before composing workflows that chain them. Overall the skill is coherent and low-risk, but validate in a controlled environment first.
Capability Analysis
Type: OpenClaw Skill Name: memory-backfill Version: 2.0.0 The memory-backfill skill is a structured methodology for an AI agent to manage and improve its internal memory files (e.g., MEMORY.md, SOUL.md). It provides templates and workflows for documenting project facts, decisions, and outcomes to ensure the agent's state remains accurate and evidence-based. The skill contains no executable code, external network requests, or instructions that deviate from its stated purpose of internal documentation management.
Capability Assessment
Purpose & Capability
Name/description match the SKILL.md: the skill's goal is to upgrade abstract agent memory into project-level records and result-closure entries. It requests no binaries, env vars, installs, or external services — all of which are appropriate for a documentation/authoring workflow.
Instruction Scope
Runtime instructions are concrete and scoped: read workspace files (AGENTS.md / SOUL.md / USER.md / MEMORY.md and recent memory/*.md), synthesize structured project memories, and write to MEMORY.md and memory/YYYY-MM-DD.md. There are no instructions to read unrelated system paths, exfiltrate data to third-party endpoints, or access secrets.
Install Mechanism
No install spec and no code files — instruction-only. This minimizes written-to-disk risk and is proportionate for a documentation-style skill.
Credentials
No environment variables, credentials, or config paths are required. The skill's file reads/writes are limited to agent workspace memory files, which match the stated purpose.
Persistence & Privilege
always is false and the skill does not request persistent privileges or modify other skills. It instructs the agent to write memory files in its own workspace (expected behavior for this purpose).
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install memory-backfill
  3. After installation, invoke the skill by name or use /memory-backfill
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.0.0
memory-backfill v2.0.0 - Rewrote and standardized the methodology for improving Agent memory from "framework" to "project" and "result closure" levels. - Introduced a detailed two-layer architecture with clear criteria, templates, and checklists for each layer. - Added common pitfalls and solutions to ensure practical, actionable memory enhancement. - Defined a standardized task issuance, acceptance, and archiving process, improving consistency and traceability. - Aligned with related skills and provided reusable templates for immediate adoption.
v1.0.0
memory-backfill v1.0.0 - 首次发布,标准化 Agent 记忆补强两层方法论 - 明确区分“项目块型记忆”和“结果闭环+证据锚点型记忆”两层结构 - 制定详细的执行流程与验收标准 - 提供常见陷阱与对应解决方案 - 内含可复用记忆补强模板 - 已通过 4 位 agent 验证
Metadata
Slug memory-backfill
Version 2.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 2
Frequently Asked Questions

What is Memory Backfill?

规范升级 Agent 记忆,将抽象原则转为包含项目事实和结果闭环的全面项目级记忆,并固化验收标准。 It is an AI Agent Skill for Claude Code / OpenClaw, with 73 downloads so far.

How do I install Memory Backfill?

Run "/install memory-backfill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Memory Backfill free?

Yes, Memory Backfill is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Memory Backfill support?

Memory Backfill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Memory Backfill?

It is built and maintained by jiangwill2023 (@jiangwill2023); the current version is v2.0.0.

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