Gentle AI Judgment Day

What it does

When your agent uses it

• Development work in your project

Example prompts

• “/gentle-ai-judgment-day”

Workflow steps

9 steps, taken from the first numbered list in SKILL.md.

1. 1Resolve project skills and inject the same exact paths into both blind judge prompts.
2. 2Snapshot the complete scope and bind the exact initial review tree before launching actors.
3. 3Launch judge A and judge B concurrently with identical target criteria; wait for both.
4. 4The controller canonicalizes and freezes candidate rows. Judge summaries are inert.
5. 5If no severe rows survive, run final verification and stop.
6. 6For surviving severe rows, ask when human approval is required, then authorize one scoped fix batch.
7. 7Re-judgment receives only surviving frozen IDs, their exact rows, and the fix diff.
8. 8Repeat step 6 once at most. Round-two survivors escalate.
9. 9Run exactly one final verification and return only JUDGMENT: APPROVED or JUDGMENT: ESCALATED.

What it can do on your machine

Read from SKILL.md and the folder at commit e06582a. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Gentle AI Judgment Day loads about 1.4k tokens when it runs, and up to ~2.6k if it reads all its reference files. Until then it costs about 45 tokens; SKILL.md has 656 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~45

When it runs · the whole SKILL.md, loaded when a task matches

~1.4k

With references · SKILL.md plus every file in references/, read only if the agent opens them

~2.6k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Gentleman-Programming/gentle-shell at commit e06582a, republished under its Apache-2.0 licence (© Gentleman-Programming). 656 words, ~1,384 tokens.

name

gentle-ai-judgment-day

description

Trigger: judgment day, judgement day, dual review, adversarial review, juzgar. Run explicit blind dual review with at most two scoped fix/re-judgment rounds.

license

Apache-2.0

metadata.author

gentleman-programming

metadata.version

1.7

## Judgment Day activation
User explicitly requested Judgment Day.
## Exact authorized severe IDs
- `JD-A-001`
## Judgment Day correction batch
Round: 1 of 2.
Frozen ledger SHA-256: `aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa`
## Exact frozen finding rows
{"id":"JD-A-001","lens":"judgment-day","location":"path/to/authorized-file.ts:1","severity":"CRITICAL","status_at_freeze":"open","evidence_class":"deterministic","evidence_claim":"Concrete user-impact claim supported by the frozen location."}
## Allowed edit surfaces
path/to/authorized-file.ts

© Gentleman-Programming, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/judgment-day of Gentleman-Programming/gentle-shell.

• SKILL.md
• references/prompts-and-formats.md

Open the folder on GitHubat commit e06582a