prompt-preflight-qa

Original：🇺🇸 English

Translated

9 scripts

Review storyboard prompts and video-request prompts before generation. Use this when a prompt draft already exists and you need to catch weak first frames, drift risk, missing constraints, bad product timing, or generic ad-like language before spending model credits.

2installs

Sourcepostplusai/postplus-skills

Added on2026-04-29

NPX Install

npx skill4agent add postplusai/postplus-skills prompt-preflight-qa

SKILL.md Content

View Translation Comparison →

Prompt Preflight QA

Follow shared release-shell rules in:

```
postplus-shared
```
release-shell rules

Use this skill immediately before image or video generation.

This skill is for:

checking whether a prompt draft is structurally strong enough to run
finding missing constraints before credits are spent
pointing drift risk back to the right upstream stage
producing concise rerun notes

This skill is not for human creative approval after outputs exist.

Core Rule

Judge prompt quality by controllability, not by how impressive the prose sounds.

Method

Read

references/checklist.md

Default Workflow

1. Classify the prompt object

Choose one:

storyboard grid prompt
full video request
no-reference draft
reference-led replication draft

2. Run checklist review

Check:

opening strength
viewer question clarity
visible evidence
product timing
negative constraints
reference contract
realism and UGC control
output-format correctness

3. Print a preflight report

Use this shape:

text

Verdict:
Major risks:
- ...
Missing fields:
- ...
Likely drift:
- ...
Fix now:
- ...
Can run now:

Blame Rule

When a prompt is weak, point the problem to the right stage:

bad routing ->
```
pattern-router
```
weak hook decode ->
```
reference-decode
```
weak panel logic ->
```
storyboard-grid-writer
```
bad request mapping ->
```
video-request-architect
```
bad learn/do-not-copy rules ->
```
reference-contract-builder
```

Failure Mode

If the prompt could still run but is risky, do not silently pass it. Mark it as risky and say what is most likely to fail first.

Prompt Preflight QA

Follow shared release-shell rules in:

```
postplus-shared
```
release-shell rules

Use this skill immediately before image or video generation.

This skill is for:

checking whether a prompt draft is structurally strong enough to run
finding missing constraints before credits are spent
pointing drift risk back to the right upstream stage
producing concise rerun notes

This skill is not for human creative approval after outputs exist.

Core Rule

Judge prompt quality by controllability, not by how impressive the prose sounds.

Method

Read

references/checklist.md

Default Workflow

1. Classify the prompt object

Choose one:

storyboard grid prompt
full video request
no-reference draft
reference-led replication draft

2. Run checklist review

Check:

opening strength
viewer question clarity
visible evidence
product timing
negative constraints
reference contract
realism and UGC control
output-format correctness

3. Print a preflight report

Use this shape:

text

Verdict:
Major risks:
- ...
Missing fields:
- ...
Likely drift:
- ...
Fix now:
- ...
Can run now:

Blame Rule

When a prompt is weak, point the problem to the right stage:

bad routing ->
```
pattern-router
```
weak hook decode ->
```
reference-decode
```
weak panel logic ->
```
storyboard-grid-writer
```
bad request mapping ->
```
video-request-architect
```
bad learn/do-not-copy rules ->
```
reference-contract-builder
```

Failure Mode

If the prompt could still run but is risky, do not silently pass it. Mark it as risky and say what is most likely to fail first.

prompt-preflight-qa

NPX Install

Tags

SKILL.md Content

Prompt Preflight QA

Core Rule

Method

Default Workflow

1. Classify the prompt object

2. Run checklist review

3. Print a preflight report

Blame Rule

Failure Mode

prompt-preflight-qa

NPX Install

Tags

SKILL.md Content

Prompt Preflight QA

Core Rule

Method

Default Workflow

1. Classify the prompt object

2. Run checklist review

3. Print a preflight report

Blame Rule

Failure Mode