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.f9f0f49Pins git:20261015.f9f0f49 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yujunzhou/tellonce
- Path
codex/skills/tellonce/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261015.f9f0f49, committed Oct 15, 2026
- First version recorded
- Aug 3, 2026
- Size
- 12,255 bytes
- Repository stars
- 8
- License
- MIT
Use to view, explain, correct, delete or reorganize the user's saved preferences, or to record one by hand when automatic recording is off; learning and rule injection otherwise run automatically through Codex hooks.
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 for Codex ## 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。 - 三个平台共用 `<project_root>/.tellonce/memory/`。SQLite 是唯一真值；旧的 `.codex/tellonce/memories/active` 只作为首次迁移来源。 - 持久偏好只能通过 `shared_lib/memory_upsert.py enqueue` 入队；agent 主动记录使用 `python <skill_dir>/shared_lib/memory_upsert.py enqueue --manual --force --source-text "<完整原始用户消息>"`，自动 hook 已启用时会跳过重复入队。复杂多行消息可改用 `--request-file <json>`。禁止直接写 active Markdown；`promote_candidate()` 也只保留为入队兼容入口。 - UserPromptSubmit 自动 upsert 默认开启；前台只写 inbox 并启动 detached worker，立即返回。LLM 判断（`NOOP|UPDATE|SUPERSEDE|SPLIT|NEW|REJECT|ARCHIVE|RESTORE`）与 SQLite 提交都在后台进行，任何失败都不能阻塞用户。 - 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`；危险 durable rule 使用 `REJECT`，明确停用规则使用事务化 `ARCHIVE`，恢复 archived rule 使用 `RESTORE`。 - 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 <skill_dir>/shared_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:c388f17c5f254319The line at the top of this page pins the label git:20261015.f9f0f49, 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_hoh3qexvedle4pdp)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Aug 3, 2026 and Oct 15, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.f9f0f49 latest | 2026-10-15 | f9f0f49 | 12,255 B | A | view · diff |
| git:20261015.b7f02d9 | 2026-10-15 | b7f02d9 | 12,278 B | A | view · diff |
| git:20260912.d7696b0 | 2026-09-12 | d7696b0 | 12,027 B | A | view · diff |
| git:20260911.2187566 | 2026-09-11 | 2187566 | 11,999 B | A | view · diff |
| git:20260807.93d8706 | 2026-08-07 | 93d8706 | 11,797 B | A | view · diff |
| git:20260806.c885c7e | 2026-08-06 | c885c7e | 11,535 B | A | view · diff |
| git:20260803.5358db4 | 2026-08-03 | 5358db4 | 11,244 B | A | view · diff |
| git:20260803.b2033cc | 2026-08-03 | b2033cc | 11,203 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 (12255 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_hoh3qexvedle4pdp GET https://markdownregistry.com/api/v1/resolve?ref=yujunzhou/tellonce/tellonce GET https://markdownregistry.com/api/v1/blob/c388f17c5f254319f9d50ba095b01ed981eaa9bca8d4dbf1c76536d06dad52c4
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