Borrowing it
Nothing to install: this file belongs to saubakirov/trace-first-starter. 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/saubakirov/trace-first-starter/master/.agents/skills/tfw-research/SKILL.mdgit clone --depth 1 https://github.com/saubakirov/trace-first-starterWrote 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/skills/saubakirov/trace-first-starter/tfw-research)<a href="https://agentmods.dev/skills/saubakirov/trace-first-starter/tfw-research"><img src="https://agentmods.dev/badge/skills/saubakirov/trace-first-starter/tfw-research/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/skills/saubakirov/trace-first-starter/tfw-research"><img src="https://agentmods.dev/badge/skills/saubakirov/trace-first-starter/tfw-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00047 | $0.00257 |
| Opus 5 | $0.00023 | $0.00129 |
| Sonnet 5 | $0.00009 | $0.00051 |
| Haiku 4.5 | $0.00005 | $0.00026 |
Grade A, and why
tfw-research 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 2d 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
/tfw-research
This repository skill implements the /tfw-research command.
Contract
- Treat literal
/tfw-researchinput as a command. Also accepttfw-researchand matching natural-language requests. - Confirm the repository contains
.tfw/. - Enforce the Researcher role lock: permit RES and
research/stage files; forbid HL, TS, ONB, RF, REVIEW, and code. - Read
.tfw/workflows/research/base.mdcompletely and follow its Read Contract. Root instructions are already active; do not independently preloadAGENTS.mdor any full common library. - Let the canonical workflow select the mode and first incomplete stage template; use
.tfw/templates/RES.mdonly at synthesis, never overwrite an earlier iteration, and obey every WAIT/STOP gate.
When research ends, direct the user to /tfw-plan so a Coordinator can apply the findings.
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.
- 2d ago Changed · +1 lines 53e734bceb0d
- 10d ago First seen · 22 lines · 47 tokens per session scan A 3f1226aa8389
tfw-research is a skill published in the GitHub repository saubakirov/trace-first-starter (29 stars, last pushed today), licensed MIT. It adds 47 tokens to every session and 257 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.
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