lh-flow-hunting SKILL.md skillA
lh-flow-hunting 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-flow-hunting@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
qa/skills/lh-flow-hunting/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1, committed Oct 14, 2026
- Size
- 3,915 bytes
- Repository stars
- 2
- License
- Apache-2.0
Systematic hunting of unconsidered paths: edge cases, interruptions, state collisions, and hostile inputs. Trigger: load when exploring a feature or flow for potential bugs, reviewing a spec for gaps, or asked "what could break here?".
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. Walk the flow three times, as three different people First as the INTENDED user (does the happy path even deliver?). Then as the CONFUSED user (wrong order, back button, double submit, abandons midway and returns tomorrow). Then as the HOSTILE user (crafted input, URL editing, expired tokens, no permissions). Most teams only ever walk it the first way — walks two and three are where your findings live. ### 2. The interruption sweep — every flow, every step At EACH step of a flow, ask what happens on: browser back / forward / refresh, tab close and return via link, session expiry mid-flow, network drop mid-save, double-click on submit, opening the same flow in two tabs, deep-linking straight into the middle. Interruptions are the most under-designed dimension of flows because no spec ever mentions them — which is exactly why you check every one. ### 3. Boundary torture for every input For each input (field, list, file, parameter), probe the edges mechanically: empty / whitespace-only, minimum, minimum−1, maximum, maximum+1, zero, one, negative, decimal where int expected, emoji + unicode + RTL text, HTML/script …
Read the whole file at its exact version.
How to install
mdr add jrodrigopuca/local-agents/lh-flow-hunting@sha256:ef6181e046c588a6The 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_rclpu2xjxwyyiyfw)
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 (3915 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_rclpu2xjxwyyiyfw GET https://markdownregistry.com/api/v1/resolve?ref=jrodrigopuca/local-agents/lh-flow-hunting GET https://markdownregistry.com/api/v1/blob/ef6181e046c588a684375ee7602e4e65ce5145cd0b179157144c91889285c02b
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.