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 skills/jackin-project/jackin-dev/jackin-researchnpx skills add jackin-project/jackin-dev --skill jackin-researchgit clone --depth 1 https://github.com/jackin-project/jackin-devWrote 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/jackin-project/jackin-dev/jackin-research)<a href="https://agentmods.dev/skills/jackin-project/jackin-dev/jackin-research"><img src="https://agentmods.dev/badge/skills/jackin-project/jackin-dev/jackin-research.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 | $0.00040 | $0.00811 |
| Opus 5 | $0.00020 | $0.00405 |
| Sonnet 5 | $0.00008 | $0.00162 |
| Haiku 4.5 | $0.00004 | $0.00081 |
Grade A, and why
jackin-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 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.
How it starts
The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.
jackin-research
Produce a standalone research dossier — a multi-page deliverable published on the jackin❯ docs site — for an open question or roadmap topic. Brief-driven: author the brief, then execute it. Gathers and synthesizes evidence (web + codebase); does not make product design decisions.
Reference implementation: docs/content/docs/research/token-optimization-research/ in the jackin❯ repo.
When to use
- Operator runs
jackin-research <slug>for a substantial investigation.
When NOT to use
- Design decisions on a roadmap item →
jackin-brainstorm. - Quick lookup →
deep-researchor Explore directly, no dossier.
Arguments
--brief-only— authorprompt.mdx(the brief) and stop; execute later via/goal Follow <brief>.--in-roadmap— store findings inline in the roadmap item instead of a separate dossier (small research only).--web-only/--codebase-only— restrict gathering to one pass.
Output layout (default: separate folder)
docs/content/docs/research/<slug>/
├── meta.json # { title, defaultOpen:false, pages:[...] } — sidebar order
├── index.mdx # dossier landing: headline numbers, how-to-read, tier list
├── prompt.mdx # the brief that was run (the spec; carries the /goal run line)
├── NN-*.mdx # numbered chapters (00 summary, 01.. foundations, 10-20 areas, 30+ synthesis)
└── tools/ # optional scripts + own meta.json + index.mdx
Also add <slug> to the parent docs/content/docs/research/meta.json pages. Big research → own folder (default); small → --in-roadmap.
Process
- Scope / brief. From the topic (or roadmap item), draft or load
prompt.mdx: mission, chapter list, evidence rules. With--brief-only, stop here. - Gather. Web via the built-in
deep-research; codebase via Explore/grep. Every external claim carries a source URL; every local number carries its method. - Write.
index.mdx(headline numbers + how-to-read + tier list) and the numbered chapters in a fixed per-technique record schema; bundle any reproduction scripts undertools/. - Wire the sidebar. Create/update the dossier
meta.jsonand the parentresearch/meta.json. - Docs gate + commit. Run the
bundocs gate (build,check:repo-links,tsc --noEmit,test) fromdocs/. Commitdocs(research):; push.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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 · 61 lines · 40 tokens per session scan A 1a0b545acdd2
jackin-research is a skill published in the GitHub repository jackin-project/jackin-dev (3 stars, last pushed 4d ago), licensed Apache-2.0. It adds 40 tokens to every session and 811 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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