session-topic-search SKILL.md skillA
session-topic-search from hua-bang/pulse-agent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hua-bang/pulse-agent/session-topic-search@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hua-bang/pulse-agent
- Path
apps/remote-server/.pulse-coder/skills/session-topic-search/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Mar 12, 2026
- Size
- 2,127 bytes
- Repository stars
- 30
- License
- MIT
Find sessions by topic using multi-keyword matching and return session IDs.
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
# Session Topic Search Skill Locate sessions related to a user-specified topic and return matching session IDs. This skill uses multi-keyword matching to score relevance. ## When to Use - User asks to find sessions about a topic and wants session IDs - User needs to backtrack discussion history by keywords ## Input Parsing - Extract keywords from the user message. - Support multiple keywords separated by spaces, commas, Chinese commas, or semicolons. - Treat quoted phrases as a single keyword. - Defaults: - Search window: last 30 days - Result limit: 10 - Scope: owner (all channels) ## Matching Rules (Multi-Keyword) - Normalize all text to lowercase. - Default mode: AND (all keywords must appear). - Each keyword is matched as a substring in the session text. - Score = total keyword hit count + recency bonus. - Sort by score desc, then recency. If AND yields no results, relax to OR and clearly label the fallback in the output. ## Workflow 1. Parse keywords, days, limit, and scope hints from the user message. 2. Call `session_summary` for the target window. - Use `includeUserMessages: true` and `includeAssistantMessages: true`. …
Read the whole file at its exact version.
How to install
mdr add hua-bang/pulse-agent/session-topic-search@sha256:36e687e3b9b12ff9The line at the top of this page pins the label v1.0.0, 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_6sfodok6mlfysepx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Mar 12, 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 (2127 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
hua-bang/pulse-agent · 30 stars · license MIT · pushed 2026-11-06 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_6sfodok6mlfysepx GET https://markdownregistry.com/api/v1/resolve?ref=hua-bang/pulse-agent/session-topic-search GET https://markdownregistry.com/api/v1/blob/36e687e3b9b12ff962df39d6453bf360368c8f0757ef937be24f7c2840aafc5c
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.