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SKILL.md

owner-intent-audit

Agent skill fromsno-ai/sno-station-skills

Check agent-produced plans, tests, or code against the owner's actual intent. Find missing meaning, unrequested work, stale truth, unreachable decisions, unsupported completion claims, and implementation debt. Use before approval or merge.

How to install owner-intent-audit

install owner-intent-audit
# install the sno-station-skills pack with the skills CLI
npx skills add sno-ai/sno-station-skills

# or add only this skill to Claude Code: copy the folder

plugins/sno-station-standalone/skills/owner-intent-audit/

# into

~/.claude/skills/owner-intent-audit/ (all projects)

.claude/skills/owner-intent-audit/ (one project)

plugins/sno-station-standalone/skills/owner-intent-audit/SKILL.md

Apache-2.0Full file
1# Owner Intent Audit
2
3The question this review answers is not "is the artifact good" but **"is this what the owner
4meant, and what did the agent leave behind while making it?"** (The owner is whoever owns the
5work and decides what it should be; often that is the user.) An agent can produce a PRD (product
6requirements document), a plan, or a diff that is locally excellent and still specify a different product, carry work
7nobody asked for, or hide the debts agents characteristically create. Reviewing the artifact
8for its own defects — bugs, security holes, silent death — is peer-review's job, not this one;
9the two are run separately and neither substitutes for the other.
10
11- **Plan mode:** PRDs, designs, specs, task lists, refactor plans, and test plans.
12- **Code mode:** diffs, files, tests, or subsystems substantially written by agents.
13
14Start with the ordinary user and system flow. Realistic common-path failure outranks exotic
15edge cases.
16
17## What must be established
18
19### 0. Did the artifact preserve the product meaning?
20
21This is not “did every source bullet appear?” A locally plausible artifact can retain the
22same nouns while specifying a different product.
23
24Determine:
25
26- who needs the outcome and who decides;
27- what result they actually need;
28- when the behavior applies and when it must not;
29- which exceptions, prohibitions, priorities, and trade-offs matter;
30- how separate answers constrain or explain each other;
31…

Excerpt shown under the repository's Apache-2.0 license.

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