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 skills add ergenekonyigit/cursor-autoresearch --skill autoresearch-finalizegit clone --depth 1 https://github.com/ergenekonyigit/cursor-autoresearchWrote 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/ergenekonyigit/cursor-autoresearch/autoresearch-finalize)<a href="https://agentmods.dev/skills/ergenekonyigit/cursor-autoresearch/autoresearch-finalize"><img src="https://agentmods.dev/badge/skills/ergenekonyigit/cursor-autoresearch/autoresearch-finalize/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/ergenekonyigit/cursor-autoresearch/autoresearch-finalize"><img src="https://agentmods.dev/badge/skills/ergenekonyigit/cursor-autoresearch/autoresearch-finalize.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 | $0.00040 | $0.00979 |
| Opus 5 | $0.00020 | $0.00490 |
| Sonnet 5 | $0.00008 | $0.00196 |
| Haiku 4.5 | $0.00004 | $0.00098 |
Grade A, and why
autoresearch-finalize 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 11d 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.
This is a copy
91% identical to autoresearch-finalize — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 89 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Finalize Autoresearch
Turn a noisy autoresearch branch into clean, independent branches — one per logical change, each starting from the merge-base.
Step 1 — Analyze and Propose Groups
- Read
autoresearch.jsonl. Filter to kept experiments only. When summarizing or naming groups, use each run'sasiif present — especiallyhypothesisandnext_action_hintfrom the create skill (required there for every log) — so branch titles andgroups[].bodyreflect intent, not only metrics. - Read
autoresearch.mdfor context. - Expand all short commit hashes to full hashes:
git rev-parse <short_hash> - Get the merge-base:
git merge-base HEAD main - For each kept commit, get the diff stat (use
$BASE..<commit>for the first,<prev_kept>..<commit>for subsequent). - Group kept commits into logical changesets:
- Preserve application order. Group N comes before Group N+1.
- No two groups may touch the same file. Each branch is applied to merge-base independently — overlapping files would conflict. If two groups touch the same file, merge them into one group.
- Watch for cross-file dependencies. Each branch is independent, so if group 1 adds an API in
api.jsand group 2 calls it inparser.js, group 2's branch won't work in isolation. When proposing groups, flag dependencies: "group 2 depends on group 1 — review together." If the dependency is tight, merge the groups. - Keep each group small and focused. One idea, one theme per group.
- Don't hardcode a count. Could be 2, could be 15.
Present the proposed grouping to the user:
Proposed branches (each from merge-base, independent):
1. **Switch test runner to forks pool** (commits abc1234, def5678)
Files: vitest.config.ts, package.json
Metric: 42.3s → 38.1s (-9.9%)
2. **Tune worker count and timeouts** (commits ghi9012, jkl3456)
Files: test/setup.ts
Metric: 38.1s → 31.7s (-16.8%)
Wait for approval before proceeding.
Step 2 — Write groups.json and Run
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.
- 11d ago First seen · 89 lines · 40 tokens per session scan A 6e4d885f139c
autoresearch-finalize is a skill published in the GitHub repository ergenekonyigit/cursor-autoresearch (10 stars, last pushed today), licensed MIT. It adds 40 tokens to every session and 979 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 91% identical to autoresearch-finalize, differing in 2 lines, and is treated as a copy.
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