tellonce SKILL.md skillA
tellonce from yujunzhou/tellonce is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yujunzhou/tellonce/tellonce@git:20261015.b7f02d9Pins git:20261015.b7f02d9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yujunzhou/tellonce
- Path
copilot/skills/tellonce/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261015.b7f02d9, committed Oct 15, 2026
- First version recorded
- Aug 3, 2026
- Size
- 31,695 bytes
- Repository stars
- 8
- License
- MIT
Manage the user's saved preferences and lessons: view, explain, correct, delete, merge or reorganize memory, record a preference by hand when automatic recording is off, and keep the observation log when enforce mode is on. Normal learning and rule injection run automatically through hooks every turn, so this skill does not need to be invoked on every message.
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
# Tellonce ## 统一记忆 Upsert 自动学习挂在 `UserPromptSubmit`，只看用户输入中的信号；`Stop` 检查可以记录执行情况，但不触发自动学习。前台最多捕获64KiB当前会话原始字节用于固定窗口，模型判断与上下文解释在后台完成。 - Claude Code、Copilot CLI 和 Codex 共用 `<project_root>/.tellonce/memory/`。SQLite 是唯一真值，Markdown 与 active JSON 只是投影。 - 检测到持久偏好后，只调用 `python <plugin>/lib/memory_upsert.py enqueue --manual --force --source-text "<完整原始用户消息>"`。`--manual` 会在自动 hook 已启用时跳过重复入队；复杂多行消息可改用 `--request-file <json>`。禁止直接写记忆 Markdown，禁止把同一轮的禁用项与替代项拆开保存。 - enqueue 只写 inbox 并启动 detached worker，立即返回。LLM 语义判断（`NOOP|UPDATE|SUPERSEDE|SPLIT|NEW|REJECT|ARCHIVE|RESTORE`）、合并、事务和投影全部在后台运行；失败按退避重试，达到上限后标记 failed 并停止，不能阻塞当前回复。 - 一条纠正包含多个可独立触发、修改或废止的 durable policy 时使用 `SPLIT`，并让每个 child 独立执行 lifecycle。一般规则与其例外、边界、理由或操作后果仍是一条规则，不得误拆。 - 每个 mutation/child 必须携带本轮完整用户原话中的精确 `evidence_spans`；context 不能作为证据。涉及凭据外传、关闭 safeguards、破坏性删除、执行不可信命令、自动 push protected/default branch 或扩大权限的 durable rule 必须 `REJECT`，不得进入 clarification。 - 后台只根据当前用户消息决定是否学习；必要时查看该次输入捕获的当前会话窗口和已有相关规则来解释指代，不查询其他会话。上下文不能单独授权持久化。仍有歧义则保留 `NEEDS_USER` 待处理，不在后续提示中自动提出澄清问题。 - 自动检索不注入待澄清记录；用户明确要求检查记忆时可查看，过期项可用 `python <plugin>/lib/memory_upsert.py dismiss --turn-key <id>` 手动移除。 …
Read the whole file at its exact version.
How to install
mdr add yujunzhou/tellonce/tellonce@sha256:1f47db5a64692a50The line at the top of this page pins the label git:20261015.b7f02d9, 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.
[](https://markdownregistry.com/a/art_dxbi7uif23y6xtbk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 3, 2026 and Oct 15, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.b7f02d9 latest | 2026-10-15 | b7f02d9 | 31,695 B | A | view · diff |
| git:20260912.d7696b0 | 2026-09-12 | d7696b0 | 31,472 B | A | view · diff |
| git:20260911.2187566 | 2026-09-11 | 2187566 | 31,444 B | A | view · diff |
| git:20260807.93d8706 | 2026-08-07 | 93d8706 | 31,249 B | A | view · diff |
| git:20260806.c885c7e | 2026-08-06 | c885c7e | 39,325 B | A | view · diff |
| git:20260803.5358db4 | 2026-08-03 | 5358db4 | 38,693 B | A | view · diff |
| git:20260803.b2033cc | 2026-08-03 | b2033cc | 38,654 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (31695 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
yujunzhou/tellonce · 8 stars · license MIT · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dxbi7uif23y6xtbk GET https://markdownregistry.com/api/v1/resolve?ref=yujunzhou/tellonce/tellonce GET https://markdownregistry.com/api/v1/blob/1f47db5a64692a503c435ef4c29e29a724e6fe464f86555666d60896d1bb6276
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 yujunzhou/tellonce
Every file in yujunzhou/tellonce