security

Dispatch the Security & Review Team on any security task. Auto-detects language, dependency manager, and existing security tooling. Use this skill IMMEDIATELY when the user asks for a security audit, dependency CVE check, secrets scan, threat model, license audit, code security review, or full security assessment. Project-agnostic.

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Repository: TheAdaply/re-forge
Last source activity: April 13, 2026 at 22:07
Detected SKILL.md language: English
Stars: 0
Forks: 0

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causal-inference

Correlation-to-causation discipline for any "does X cause Y", "what is the effect of X", or "should we do X" question. Use when a decision rests on a causal claim drawn from observational data, an A/B test, an event study, or a regression with controls — before reporting any effect as causal. Enforces draw-the-DAG-first, identification-before-estimation, the design hierarchy (RCT > natural experiment > diff-in-diff > IV > controls), A/B-test pitfalls, and unmeasured-confounder sensitivity analysis.

2026-06-11

nnsight

Provides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models (70B+) without local GPU resources, or when working with any PyTorch architecture.

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spec-driven

Use this skill for long-horizon agentic coding where a feature spans many turns and the agent drifts: it freezes a re-readable contract before code. Writes EARS-style requirements -> design -> task breakdown -> verification evidence, one feature directory per feature, with status gates and grep-able traceability IDs. Triggers on 'spec this out', 'write a spec', 'spec-driven', 'requirements then design', or planning a multi-session build.

2026-06-04

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security

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Security & Review Team dispatch

Security & Review Team dispatch

name	security
description	Dispatch the Security & Review Team on any security task. Auto-detects language, dependency manager, and existing security tooling. Use this skill IMMEDIATELY when the user asks for a security audit, dependency CVE check, secrets scan, threat model, license audit, code security review, or full security assessment. Project-agnostic.

security

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More from this repository

More from this repository

Security & Review Team dispatch

Security & Review Team dispatch