memory-detective SKILL.md skillA
memory-detective from lc044/trailsnap is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lc044/trailsnap/memory-detective@git:20260905.63bd1c6Pins git:20260905.63bd1c6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lc044/trailsnap
- Path
package/server/app/service/agent/skills/memory-detective/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260905.63bd1c6, committed Sep 5, 2026
- Size
- 2,012 bytes
- Repository stars
- 873
- License
- AGPL-3.0
根据模糊的时间、地点、同行人、画面和文字线索找回可能的照片事件，并在用户确认后生成可追溯的回忆故事。.
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
# 回忆侦探 1. 先把用户叙述拆成可验证线索：大概时间、地点、同行人、物体或场景、照片中文字、交通票据。信息不足时一次只问一个最有区分度的问题，不要求用户填写表单。 2. 先调用 `search_photos_v2(description=...)` 做语义召回，取最多 12 个具体 `photo_id`。如果用户记得招牌、菜单、车站或其他文字，再调用 `search_ocr`；不要把语义相似当作事实。 3. 调用 `investigate_memory`：日期用于限制范围；地点、人物、文字关键词和语义 `photo_id` 会做并集召回与证据加权。关键词应拆成 1～4 个短词，不要把整段自然语言当作单个关键词。 4. 最多展示 3 个候选事件。说明每个候选的日期、地点、人物、命中线索、置信度和代表照片，并使用 `view_photos` 或 `create_contact_sheet` 让用户视觉确认。展示照片时必须原样使用工具返回的 `thumbnail_url`，不要自行拼接媒体地址或加入用户 ID。 5. 对最可能事件调用 `get_photo_context` 检查最多 30 张证据照片。只能陈述工具确认的信息；“可能”“推测”“用户已确认”必须明确区分。 6. 用户否认候选时，保留原线索并只调整一个条件继续查找，例如放宽年份或移除地点，避免无解释地重复同一搜索。 7. 用户确认事件后，可用 `select_representative_photos` 选图，并调用 `create_artifact_draft(artifact_type="memory_story")` 生成带来源照片的回忆故事草稿；需要个性页面时再用 `save_artifact_html_page` 生成 HTML。没有确认前不要创建作品。 8. 整个侦查过程只读，不得修改、移动、删除照片或自动创建相册。结尾列出已确认事实、仍属推测的内容和证据照片 ID。
Read the whole file at its exact version.
How to install
mdr add lc044/trailsnap/memory-detective@sha256:b6d0d7386c6e05b1The line at the top of this page pins the label git:20260905.63bd1c6, 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_v56hxtyybkcpx2uz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
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 (2012 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
lc044/trailsnap · 873 stars · license AGPL-3.0 · pushed 2026-11-03 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_v56hxtyybkcpx2uz GET https://markdownregistry.com/api/v1/resolve?ref=lc044/trailsnap/memory-detective GET https://markdownregistry.com/api/v1/blob/b6d0d7386c6e05b1636b359ec80a2e482debb9dd15cee88fd58a9cb45644d767
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.