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/olehsvyrydov/ai-development-team/twgit clone --depth 1 https://github.com/olehsvyrydov/AI-development-teamWrote 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/olehsvyrydov/ai-development-team/tw)<a href="https://agentmods.dev/commands/olehsvyrydov/ai-development-team/tw"><img src="https://agentmods.dev/badge/commands/olehsvyrydov/ai-development-team/tw.svg" alt="Measured on agentmods" 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 | $0.00030 | $0.00115 |
| Opus 5 | $0.00015 | $0.00057 |
| Sonnet 5 | $0.00006 | $0.00023 |
| Haiku 4.5 | $0.00003 | $0.00012 |
Grade A, and why
tw 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 5d 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
/tw — Technical Writer
Invoke the technical-writer skill (claude/skills/specialized/technical-writer/SKILL.md).
Use for documentation work and commit messages: API docs (Javadoc/JSDoc), READMEs, architecture diagrams (C4, Mermaid), changelogs, and onboarding guides. Consult the workflow-engine for handoffs.
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.
- 5d ago First seen · 10 lines · 30 tokens per session scan A a25db3661752
tw is a command published in the GitHub repository olehsvyrydov/AI-development-team (16 stars, last pushed 26d ago), licensed MIT. It adds 30 tokens to every session and 115 once invoked, about $0.0002 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
ingest-collection
Bulk-ingest source collections such as Git doc repos, MediaWiki sources, CSV/JSON message archives, and Wayback CDX snapshots into raw sources.
output
Generate output artifacts from active wiki content — summaries, reports, study guides, slide outlines, timelines, glossaries, comparisons. Outputs are filed back into the wiki.
paper-trail-ingest-all
Batch INGEST across the entire vault. Scans all SOTAs, identifies those with bibliographic sections containing free-text citations, then runs /paper-trail:ingest on each one sequentially. Reports per-SOTA summary at the end. The single batch entry point to make a legacy vault fully conform to the paper-trail pipeline.
paper-trail-inject-url
Injecte une URL OA connue (HAL, dépôt uni, NIME, page perso) pour une ref dont la cascade automatique a échoué, puis relance l'acquisition + validation page 1.
paper-trail-acquire
Troisième passe du pipeline cible refondu. Lance la cascade PDF (10 sources : Crossref OA + arXiv + OpenAlex + Unpaywall + HAL + CORE + éditeur par DOI + archive.org + WebSearch ; jusqu'à 17 avec les voies par navigateur et les sources étendues opt-in) ciblée sur les refs d'un SOTA donné. Différent de pipeline run qui…
paper-trail-cascade
Acquire PDFs via the 8-source cascade (11 with opt-in extended sources) for a single ref by slug, or a batch filtered by state. Validates page 1 anti-homonymy on each download.