agent-research SKILL.md skillA
agent-research 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/agent-research@v1.1.0Pins v1.1.0 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/agent-research/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed Feb 18, 2026
- Size
- 5,284 bytes
- Repository stars
- 30
- License
- MIT
Strict research and design workflow for general coding-agent loops with evidence-backed benchmarking, iterative user discussion, and explicit execution handoff.
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
# Agent Research & Design Skill (Strict, English) ## Goal This skill is for systematically researching and designing a general Agent Loop / Coding Agent capability model, ensuring: 1. Atomic capabilities are clearly defined and implementable. 2. Benchmarking against mainstream implementations (pi-mono / OpenCode / Claude Code) is evidence-backed. 3. The proposed design is discussion-ready and iteration-friendly. 4. No implementation starts before explicit user confirmation. --- ## Non-Negotiable Rules 1. **Research first, design second, execution last.** Do not move into implementation before research + design convergence. 2. **All key claims must be source-traceable.** Every important claim must include URL citations. If not, mark as assumption/speculation. 3. **Separate facts from interpretation.** Explicitly label output as: - `Fact` - `Inference` - `Proposal` 4. **Minimum research depth is mandatory.** - At least **8 rounds** of search, at most **12 rounds**. - At least **12 unique source URLs**. - Must cover **3 required targets**: pi-mono, OpenCode, Claude Code. 5. **Atomic capabilities must follow a standard schema.** …
Read the whole file at its exact version.
How to install
mdr add hua-bang/pulse-agent/agent-research@sha256:31fd6d359f4b342bThe line at the top of this page pins the label v1.1.0, 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_mc3r5mebyxhmwrwx)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Feb 18, 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 (5284 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 2026-11-01 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_mc3r5mebyxhmwrwx GET https://markdownregistry.com/api/v1/resolve?ref=hua-bang/pulse-agent/agent-research GET https://markdownregistry.com/api/v1/blob/31fd6d359f4b342b94569791a1c1a9d06ce68c668dd3ac9e57079a2e1f9850a4
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 hua-bang/pulse-agent
Every file in hua-bang/pulse-agent