Borrowing it
Nothing to install: this file belongs to moliver28/corpus-kb. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/moliver28/corpus-kb/master/.claude/commands/corpus-neighbors-classify.mdgit clone --depth 1 https://github.com/moliver28/corpus-kbWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/moliver28/corpus-kb/corpus-neighbors-classify)<a href="https://agentmods.dev/commands/moliver28/corpus-kb/corpus-neighbors-classify"><img src="https://agentmods.dev/badge/commands/moliver28/corpus-kb/corpus-neighbors-classify/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/moliver28/corpus-kb/corpus-neighbors-classify"><img src="https://agentmods.dev/badge/commands/moliver28/corpus-kb/corpus-neighbors-classify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00009 | $0.00275 |
| Opus 5.5 | $0.00004 | $0.00110 |
| Sonnet 5.5 | $0.00002 | $0.00055 |
| Haiku 4.5 | $0.00001 | $0.00028 |
Grade A, and why
corpus-neighbors-classify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
corpus-neighbors-classify — analysis method card
The axis walk (before you run)
- State the research question in one sentence.
- Match the output family this op serves: labels (method 14).
- Check the inputs it needs: embeddings, labels.
- Budget the calibration effort (low) and autonomy (automated_with_audit).
- Read the cautions. Run. Then do the validation step.
Run
corpus-kb neighbors-classify [--k N] [--chunk-id <id> ...]
- Cautions: local label errors travel. Overrepresented examples can dominate nearby votes.
- Validation: review example coverage. Tune the neighbor count and the rejection rules.
- Claim only: category assignments backed by the listed neighbor examples.
- A guard path (disabled, empty, unavailable) returns a reason and a remedy, never a guessed result. Exit codes: 0 answered, 1 failed, 3 unavailable.
- All flags:
corpus-kb neighbors-classify --help - Method rows: docs/ANALYSIS-METHODS.md (the register is the source).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 13d ago First seen · 29 lines · 9 tokens per session scan A 61313b22a6b2
corpus-neighbors-classify is a command published in the GitHub repository moliver28/corpus-kb (1 stars, last pushed today), licensed MIT. It adds 9 tokens to every session and 275 once invoked, about $0.0000 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-10-24.
corpus-neighbors-classify compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| corpus-neighbors-classifymoliver28/corpus-kb | Command | 1 | today | MIT | A | 9 | Claude Code |
| checklistgithub/spec-kit | Command | 148k | yesterday | MIT | A | 13 | Claude Code |
| clarifygithub/spec-kit | Command | 148k | yesterday | MIT | A | 27 | Claude Code |
| specifygithub/spec-kit | Command | 148k | yesterday | MIT | A | 13 | Claude Code |
| analyzegithub/spec-kit | Command | 148k | yesterday | MIT | A | 26 | Claude Code |
| convergegithub/spec-kit | Command | 148k | yesterday | MIT | A | 35 | Claude Code |
| implementgithub/spec-kit | Command | 148k | yesterday | MIT | A | 14 | Claude Code |