policy-diff-explainer
- Repo stars 1
- Author repo claude-skills
Policy Diff Explainer
Overview
Explain what changed between old and new policy documents and why the differences matter.
Core Workflow
- Gather the full input corpus and normalize messy, repetitive, or partial artifacts into a usable working set.
- Cluster related items into themes, categories, or issue groups without flattening important differences.
- Extract the strongest signals, representative examples, and unresolved questions from each cluster.
- Produce a structured summary that is actionable for the next human or agent in the workflow.
Deliver
- A clear thematic summary or grouped output with representative evidence.
- The most important patterns, edge cases, and unknowns in the corpus.
- Actionable next steps, owners, or decisions when the task calls for them.
Guardrails
- Do not over-merge distinct issues just to simplify the summary.
- Preserve nuance when a cluster contains disagreement or uncertainty.
- Make the grouping logic legible enough that someone can audit it later.
- Do not invent metrics, policy decisions, customer commitments, or ownership that the inputs do not support.
- Fluxly category
- Documentation
- Author-declared agents
- No explicit declaration found; this is not inferred or tested compatibility
- Static check
- 88 / 100 · heuristic scan, not runtime safety proof
- Author / version / license
- @00PrabalK00 · no license declared
- Fluxly token estimate
- Lean
- Fluxly setup estimate
- Plug-and-play
- External API key
- No requirement detected
- Detected OS requirements
- Unspecified
- Runtime requirements
- Unspecified
- Detected file/system behavior
-
- Read-only
- Detected network behavior
- Local-only
- Install commands
- None (reference only)
Profile is derived at build time from SKILL.md and install vectors. Subject to drift from author intent.
Heads up: 未限定 allowed-tools,默认拥有全部工具权限。
The current SKILL.md does not define a fixed output example. Explain what changed between old and new policy documents and why the differences matter.
Gather the full input corpus and normalize messy, repetitive, or partial artifacts into a usable working set. Cluster related items into themes, categories, or issue groups without flattening important differences. Extract the strongest signals, representative…
A clear thematic summary or grouped output with representative evidence. The most important patterns, edge cases, and unknowns in the corpus. Actionable next steps, owners, or decisions when the task calls for them.
Do not over-merge distinct issues just to simplify the summary. Preserve nuance when a cluster contains disagreement or uncertainty. Make the grouping logic legible enough that someone can audit it later.
# Policy Diff Explainer
## Overview
Explain what changed between old and new policy documents and why the differences matter.
## Core Workflow
1. Gather the full input corpus and normalize messy, repetitive, or partial artifacts into a usable working set.
2. Cluster related items into themes, categories, or issue groups without flattening important differences.
3. Extract the strongest signals, representative examples, and unresolved questions from each cluster.
4. Produce a structured summary that is actionable for the next human or agent in the workflow.
## Deliver
- A clear thematic summary or grouped output with representative evidence.
- The most important patterns, edge cases, and unknowns in the corpus.
- Actionable next steps, owners, or decisions when the task calls for them.
## Guardrails
- Do not over-merge distinct issues just to simplify the summary.
- Preserve nuance when a cluster contains disagreement or uncertainty.
- Make the grouping logic legible enough that someone can audit it later.
- Do not invent metrics, policy decisions, customer commitments, or ownership that the inputs do not support. Author text anchors workflow facts; Fluxly only indexes current sections, terms, files, and commands.
sections -> Overview → Core Workflow → Deliver → Guardrails
terms -> Explain what changed between old and new policy documents and why the differences matter. · 1. Gather the full input corpus and normalize messy, repetitive, or partial artifacts into a usable working set. · - A clear thematic summary or grouped output with representative evidence. · - Do not over-merge distinct issues just to simplify the summary.
files/cmd -> no explicit files or commands
body sha256 -> 7ca682805900
Decide Fit First
Design Intent
How To Use It
Boundaries And Review