
Research
Shai-Hulud Descends to Hades: Miasma Worm Campaign Spreads with New PyPI Wave
Socket found 37 malicious PyPI wheels that abuse Python startup hooks to launch a Bun-powered credential stealer tied to Mini Shai-Hulud/Miasma.
@forwardimpact/libpathway
Advanced tools
Derivation engine for roles, skills, and agent team profiles
Derivation engine for roles, skills, and agent team profiles.
The model package contains the core logic that transforms raw data into actionable role definitions. Whether you're generating a human job description or a coding agent team profile, the same derivation engine ensures consistent expectations across both.
import {
deriveJob,
deriveSkillMatrix,
deriveBehaviourProfile,
} from "@forwardimpact/libpathway/derivation";
import { prepareAgentProfile } from "@forwardimpact/libpathway/profile";
import { deriveInterviewQuestions } from "@forwardimpact/libpathway/interview";
import { analyzeProgression } from "@forwardimpact/libpathway/progression";
Job = Discipline × Track × Level
Agent = Discipline × Track × Stage
Uses the same skill derivation but filtered for AI-applicable capabilities and constrained by lifecycle stage (plan, code, review).
| Export | Purpose |
|---|---|
derivation | Core derivation functions |
agent | Agent profile generation |
interview | Question selection |
job | Job preparation for display |
job-cache | Caching for pages |
progression | Career path analysis |
checklist | Stage transition checklists |
matching | Role matching logic |
See the documentation for derivation details.
FAQs
Derivation engine for roles, skills, and agent team profiles
The npm package @forwardimpact/libpathway receives a total of 6 weekly downloads. As such, @forwardimpact/libpathway popularity was classified as not popular.
We found that @forwardimpact/libpathway demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
Did you know?

Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.

Research
Socket found 37 malicious PyPI wheels that abuse Python startup hooks to launch a Bun-powered credential stealer tied to Mini Shai-Hulud/Miasma.

Security News
RubyGems and Bundler 4.0.13 introduced an opt-in cooldown feature that delays newly published gems during dependency resolution.

Security News
pnpm 11.5 now recognizes npm staged publish approvals in release metadata, preventing those releases from being mistaken for lower-trust package publishes.