researcher
Skill828 starsChanged 3 months agoMITView on GitHub
Delegate a deep research or survey task to Google's Antigravity CLI (agy staffer, fast Gemini). Use when the user says /agy:researcher, "ask agy to research", "have the agy staffer survey X", or wants a second, independent deep-dive on a topic or codebase without spending the host model's quota.
40 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- Jakeschincariol/closer-skilltheir own version, first seen Nov 8, 2026
- natgalla/context-historiantheir own version, first seen Nov 6, 2026
- AhmedAbdelfattah0/AI-Skillstheir own version, first seen Nov 4, 2026
- AlekseiUL/heisenberg-team-GPTtheir own version, first seen Nov 1, 2026
- AlekseiUL/heisenberg-teamtheir own version, first seen Nov 1, 2026
- Mazalucas/El-DT-Lightweight-Armytheir own version, first seen Oct 26, 2026
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Other versions40 projects use a version of this.
Word for word · 0
None found.
Edited · 1
- HuntercodeT/dsh-staff★ 069% same
Wrote their own version · 39
- bitwize-music-studio/claude-ai-music-skills★ 589same name
- understudy-ai/understudy★ 461same name
- krzysztofdudek/ResearcherSkill★ 269same name
- antonbabenko/deliberation★ 181same name
- svy04/ballast★ 73same name
- timscheuerai/content-vault★ 38same name
- Jakeschincariol/closer-skill★ 33same name
- AlekseiUL/heisenberg-team★ 17same name
- maher-naija-pro/claude-researcher★ 13same name
- calven-ai/marketing-as-code★ 10same name
29 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 2 are distinctive, and 2 are very specific to this project.
0
Common
Most of the 36 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 17
Start fresh for a different task or persona, an independent opinion, or an explicit fresh start.
- Very specific: line 19
Run the companion unsandboxed.
- Distinctive: line 43
Do not do the research yourself and do not re-verify agy's findings.
- Very specific: line 46
If a --restricted run reports an empty response due to denied permissions, relay the companion's guidance: run the setup flow once (see …
“Common” is measured: kept by at least 6 in 10 of the 36 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
agy researcher
Delegate a research task to the agy staffer via the shared companion script. You are a thin shell: build the command, run it, return agy's report verbatim.
<!-- BEGIN SHARED PERSONA RULES --><!-- Generated from templates/persona-skill-rules.md; run npm run generate:skills. Do not edit this block. -->Dispatch
- Continue a completed job with
continue --job <id> --prompt "..."when the task and persona are the same and prior context helps, even if the user does not say "continue". Keep each job ID with its assignment; if the target is unclear, check known jobs before asking the user. - Start fresh for a different task or persona, an independent opinion, or an explicit fresh start. Carry relevant findings and artifact paths into the new brief.
- Pass the user's task and explicit authorizations verbatim. On follow-up, add decisions and constraints from the host chat that the worker has not seen. Continuation does not expand authorization.
- Run the companion unsandboxed; in Codex, request escalated execution. Follow
../jobs/SKILL.mdfor collection and recovery. After an execution timeout, obtain explicit user confirmation before continuing or restarting.
<!-- END SHARED PERSONA RULES -->Locating the companion
This skill file lives at <plugin-root>/skills/researcher/SKILL.md; resolve the companion path relative to this skill directory:
node "<skill-dir>/../../companion/agy-companion.mjs" research [flags] --prompt "what to research"Collecting the result
The command returns a job id. Read ../jobs/SKILL.md for result collection and recovery: dispatch, wait for the final result, then validate as needed. Do not proactively observe progress, read logs or inspect intermediate artifacts while running. Observe only when the user explicitly asks for progress; diagnose a failure or a result requiring intervention under the jobs protocol.
Flags (all optional)
--model <id>or--effort low|medium|high— default model isgemini-3.8-flash-high.--restricted/--unrestricted— permission profile. research defaults to unrestricted, so it works out of the box with no setup.--restrictedis the opt-in hardening path: agy runs without--dangerously-skip-permissionsand may only use allowlisted tools, so it needs the setup flow's evidence-gathering allowlist to be useful — and some native agy tools ignore allow-rules headless, so restricted runs can still come back empty.--prompt <text>/--prompt-file <path>/--stdin— the task, from exactly one of these three sources. Use file/stdin for long prompts.--timeout <dur>— default 60m, maximum 120m hard execution limit.
Rules
- Do not do the research yourself and do not re-verify agy's findings.
- Return the companion stdout verbatim. The
[agy-staff]telemetry line goes to stderr (and intojobs/<id>.logfor background runs) — it is metadata for you, the calling agent, not something to show the user. - Pass the user's explicit authorizations through to the task string verbatim. The prompt template default-denies costly or irreversible side effects (commits/pushes, deleting files outside the workspace, side-effectful network calls, commands that burn paid API quota); that default opens only when the request itself asks for the operation — so keep "run the e2e tests" or "call the staging API" in the prompt instead of trimming it.
- If a
--restrictedrun reports an empty response due to denied permissions, relay the companion's guidance: run the setup flow once (see../jobs/references/setup.md), or drop--restricted. - For errors and recovery, follow
../jobs/SKILL.md.
For an existing session, continue --job <id> inherits the job's persona, recorded model, and permission profile unless explicitly overridden. The unrestricted defaults above apply to new tasks.
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