Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/nvk/llm-wiki/thesisgit clone --depth 1 https://github.com/nvk/llm-wikiWhat 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 | $0.00025 | $0.00310 |
| Opus 5 | $0.00013 | $0.00155 |
| Sonnet 5 | $0.00005 | $0.00062 |
| Haiku 4.5 | $0.00003 | $0.00031 |
Grade A, and why
thesis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Deprecated
This command has been merged into /wiki:research --mode thesis "<claim>". The thesis-specific logic (Phase 0 decomposition, for/against agent framing, evidence compilation, verdict rendering, anti-confirmation-bias Round 2) now lives as a mode inside research.md, sharing the same infrastructure (agents, credibility scoring, session registry, multi-round --min-time) without duplication.
For backward compatibility, this shim executes the same logic:
- Read
commands/research.mdand follow it with--mode thesisprepended to$ARGUMENTS - All flags (
--min-time,--deep,--retardmax,--wiki) pass through unchanged - The input (everything that is not a flag) becomes the thesis claim
Migration: replace /wiki:thesis "<claim>" with /wiki:research --mode thesis "<claim>" in any saved workflows or documentation. This shim will be removed in a future release.
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.
- 3d ago First seen · 18 lines · 25 tokens per session scan A b7b938451d34
thesis is a command published in the GitHub repository nvk/llm-wiki (1,175 stars, last pushed 6d ago), licensed MIT. It adds 25 tokens to every session and 310 once invoked, about $0.0001 per session on Opus 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 2026-08-30.
Other commands, from other repositories
implement
Execute phased implementation with validation gates.
loop
Iteratively fix issues until all resolved or max iterations reached.
project
Generate project documentation (product.md, structure.md, tech.md, codemaps/).
review
Code review with security and @MX tag compliance check.
status
Show current Craft progress — cycles, stories, backlog in a rich dashboard view.
story-implement-auto
Autonomous story implementation — auto-picks stories, chains through cycle, no interactive prompts.