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.
git clone --depth 1 https://github.com/Maleick/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/commands/maleick/autoresearch/autoresearch)<a href="https://agentmods.dev/commands/maleick/autoresearch/autoresearch"><img src="https://agentmods.dev/badge/commands/maleick/autoresearch/autoresearch/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/commands/maleick/autoresearch/autoresearch"><img src="https://agentmods.dev/badge/commands/maleick/autoresearch/autoresearch.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 | $0.00000 | $0.00317 |
| Opus 5 | $0.00000 | $0.00159 |
| Sonnet 5 | $0.00000 | $0.00063 |
| Haiku 4.5 | $0.00000 | $0.00032 |
Grade A, and why
autoresearch 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 10d 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
/autoresearch
Run a subagent-first structured improve-verify loop in OpenCode.
Activation
- Read
skills/autoresearch/references/loop-workflow.md - Read
skills/autoresearch/references/core-principles.md - Read
skills/autoresearch/references/state-management.md - Read
skills/autoresearch/references/results-logging.md - For interactive setup, read
skills/autoresearch/references/interaction-wizard.md
Required Fields
Collect these before launching:
- Goal — What outcome should this run optimize?
- Metric — What numeric metric tracks progress?
- Direction —
lowerorhigher - Verify — The mechanical command that measures the metric
Execution Rules
- Baseline exactly once at run start.
- Make one focused experiment per iteration.
- Verify mechanically. Do not keep on intuition alone.
- Record every iteration before the next one starts.
- Keep strict improvements, discard regressions.
- Continue until the stop condition is met.
Background Control
autoresearch init --goal "..." --metric "..." --direction "lower" --verify "npm test"
autoresearch status
autoresearch stop
autoresearch resume
autoresearch complete
Output
Print a setup summary before the first iteration, progress updates during the loop, and a completion summary when done.
Follow skills/autoresearch/references/structured-output-spec.md for format.
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.
- 10d ago First seen · 45 lines · 0 tokens per session scan A cb95269993ce
autoresearch is a command published in the GitHub repository Maleick/AutoResearch (10 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 317 tokens. 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 2026-08-31.
Other commands, from other repositories
autoresearch
Start, resume, stop, clear, or open the autoresearch dashboard.
MIGRATE_DESIGN
Design doc for the migration tool PR. Author: Sol ([email protected]). Co-authored-by: wakesync.
run-autoresearch
Run an autonomous experiment loop via the Autoresearch Orchestrator agent.
release-swarm
Orchestrate complex software releases using AI swarms that handle everything from changelog generation to multi-platform deployment.
release-manager
Automated release coordination and deployment with ruv-swarm orchestration for seamless version management, testing, and deployment across multiple packages.
config
Complete configuration guide for pair programming sessions.