research
Skill3 starsChanged 34 days agoMITView on GitHub
Build or refresh a company dossier for a picked role (mission, products, stage, funding, leadership, news, culture, risks, remote and comp reality, authentic hooks, interview themes) and save it with the `companies.dossier.write` op. Reuses an existing dossier unless a refresh is asked for or an interview is near. Starting it picks an active or held role (on-deck).
189 other projects use a version of this.
Adopted by
Most recently taken up by
- dialog-db/dialog-dbtheir own version, first seen Nov 9, 2026
- howells/skillstheir own version, first seen Nov 8, 2026
- xiaoxiaosrm/dsh-mattpocock-skillstheir own version, first seen Nov 8, 2026
- Suge8/friedbuntheir own version, first seen Nov 8, 2026
- wowyuarm/dsh-agent-teamtheir own version, first seen Nov 8, 2026
- Contexera/dsh-agent-teamtheir own version, first seen Nov 8, 2026
Used with
Projects with it also use daily-arxiv, exp-eval and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
LambenthanSkilldaily-arxiv
每日从 arXiv 拉取新论文,过滤相关性,auto-ingest 高优先级论文,检测 SOTA 更新
Also in 5 projects that use this
LambenthanSkillexp-eval
实验判决门:Review LLM 独立评判实验结果 → 4 种判决路径 → 自动更新 claims confidence、ideas status、graph edges
Also in 5 projects that use this
truongtv22SkillProblem-Solving Techniques
Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application.
Also in 5 projects that use this
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 43 projects that use this
skyllwtSkillexp-pilot-eval
Pilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
Also in 4 projects that use this
skyllwtSkillexp-pilot-run
Pilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
Also in 4 projects that use this
- +5 more from Lambenthan
- +1 more from skyllwt
Other versions189 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 189
- mattpocock/skills★ 309ksame name
- Yeachan-Heo/oh-my-claude-sisyphus★ 41ksame name
- Yeachan-Heo/oh-my-claudecode★ 41ksame name
- QuivrHQ/quivr★ 40ksame name
- The-Vibe-Company/quivr★ 40ksame name
- udecode/plate★ 17ksame name
- openai/plugins★ 7.8ksame name
- ArcReel/ArcReel★ 6.3ksame name
- vinvcn/mattpocock-skills-zh-CN★ 5.5ksame name
- withcoral/coral★ 4.9ksame name
179 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
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 169 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 42
Never fabricate funding, news or people.
- Distinctive: line 44
Every write is an op. Never submit an application or send an email.
“Common” is measured: kept by at least 6 in 10 of the 169 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
Research
A crisp, current, sourced dossier that feeds tailoring, outreach and interview prep. One dossier per company, shared by all of its roles.
When
On pick (starting Research, Tailor or Connect moves an active or held role to on-deck, "In progress", #105), before tailoring, or before an interview (refresh time-sensitive facts only).
Skip check (first)
roles.get { role_id } returns the company. If company.md_path is set, a dossier exists: reuse it. Only write when there is none, the user asks for a refresh, or an interview is scheduled (then refresh funding, news, leadership).
Steps
runs.start { skill: "research", role_id }.- Research (web search and fetch; cite and date every time-sensitive fact):
- Basics: what they do, products, founding, HQ, size.
- Current: latest funding and investors, news from the last 6 to 12 months, leadership and the hiring team, trajectory.
- Stage and a legitimacy verdict for unknown companies: go, caution or avoid.
- Remote and comp reality against the Work mode and Terms components.
- Culture and how they interview.
- Authentic fit hooks mapped to the Story component (for the cover letter and outreach).
- Interview themes and 3 to 5 sharp questions to ask.
companies.dossier.write { company_id, markdown, role_id }. The op writescompanies/<slug>/dossier.md, sets the company'smd_pathand links the dossier into every open application at that company.runs.finish { run_id, status: "ok" }.
Tools
A headless run pre-approves exactly these (SKILL_GRANTS in packages/engine/runners/grants.ts; a test keeps this list and that one equal) and denies everything else. If one you need is denied or missing, do not work around it: runs.finish { run_id, status: "error", summary: { error: "tool denied: <tool>", denied_tools: [...] } }.
{{tool:pp}}: the pp MCP tools (every Perfect Placement read and write is an op).{{tool:web.search}}: find sources for the dossier.{{tool:web.fetch}}: read each source.
Rules
- Never fabricate funding, news or people. Flag anything stale or unverifiable.
- The dossier never changes a role's status beyond the pick:
runs.start(orcompanies.dossier.writewithrole_id) moves an active or held role to on-deck; later statuses are never touched. - Every write is an op. Never submit an application or send an email.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

