lh-discovery SKILL.md skillA
lh-discovery from jrodrigopuca/local-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jrodrigopuca/local-agents/lh-discovery@v1.1Pins v1.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jrodrigopuca/local-agents
- Path
product-manager/skills/lh-discovery/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Oct 14, 2026
- Size
- 5,987 bytes
- Repository stars
- 2
- License
- Apache-2.0
Validating that a problem is real and worth solving before anyone builds: user research, assumption-testing, and opportunity assessment. Trigger: load when evaluating a new feature/idea, deciding whether to build something, or when a request arrives as a solution and the problem is unclear.
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
## Critical Patterns
### 1. Every request is a solution — dig for the problem underneath
Requests arrive pre-solved ("add a dashboard", "we need an export button").
Your first move is always to walk it backwards to the problem
([stark's lh-first-principles](../../../stark/skills/lh-first-principles/SKILL.md) for
product): what is the person actually trying to ACHIEVE, and what's blocking
them today? Often the stated solution is one of several, and rarely the best.
Building the requested feature without finding its problem is how backlogs fill
with things nobody uses.
### 2. Evidence you can read now, interviews you script for later
You are not the user, and neither is the loudest stakeholder — and you cannot
sit in a room with users. Discovery for you has two halves:
- **Proxy evidence, ranked and read first.** Behaviour beats opinion, and most
of it is already on disk: support tickets and their tags, analytics and
event counts (who reaches the feature, who abandons it), search queries that
return nothing, session recordings' summaries, sales and churn notes, prior
research, and the codebase itself (a workaround people built, a flag nobody
…Read the whole file at its exact version.
How to install
mdr add jrodrigopuca/local-agents/lh-discovery@sha256:53aef19b78e00e03The line at the top of this page pins the label v1.1, 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_av7mynnmhtqhtxn3)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 14, 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 (5987 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
jrodrigopuca/local-agents · 2 stars · license Apache-2.0 · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_av7mynnmhtqhtxn3 GET https://markdownregistry.com/api/v1/resolve?ref=jrodrigopuca/local-agents/lh-discovery GET https://markdownregistry.com/api/v1/blob/53aef19b78e00e037f36b5b959f7f43c571cead8aea566fdab634f0dbb29f5e7
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.