research-first
Skill517 starsChanged 3 days agoMITView on GitHub
Apply when planning fixes, investigating tech debt, architecting solutions, or diagnosing unknown issues that may involve external frameworks, dependencies, or platform behavior. Search online for current documentation and state-of-the-art approaches before tracing through code.
We split this skill into the rules it gives an agent
7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 9 edited versions we read keep these.
7
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 22
If the question involves external frameworks, dependencies, platform or toolchain behavior, or a suspected upstream bug: research online …
- Distinctive: line 24
If the question is purely repo-local (project conventions, invariants, existing code structure), skip web research.
- Distinctive: line 27
If WebSearch/WebFetch are unavailable in this environment, state that explicitly and proceed with code tracing rather than stalling.
- Distinctive: line 32
Search current official documentation to confirm the behavior is NOT intended and NOT already fixed in a newer release
- Distinctive: line 34
Search for state-of-the-art solutions, known community workarounds, and recent discussion of this problem type
- Distinctive: line 36
Run multiple searches across distinct sources (official docs, issue trackers, release notes) rather than trusting the first hit
- Distinctive: line 41
Do not stop until ≥95% confident in the root cause for every issue being investigated, and mark anything below that threshold as UNVERIFIED …
“Common” is measured: kept by at least 6 in 10 of the 9 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 Before Planning Protocol
This skill body runs in an isolated Explore context: it has no conversation history and cannot spawn further sub-agents. Work from the task statement it receives, run searches and reads directly, and return a compact findings report.
Scope guard — research the outside world only when the problem involves it:
- If the question involves external frameworks, dependencies, platform or toolchain behavior, or a suspected upstream bug: research online first.
- If the question is purely repo-local (project conventions, invariants, existing code structure), skip web research; the answer lives in the repository (AGENTS.md, docs/, and the source itself).
- If WebSearch/WebFetch are unavailable in this environment, state that explicitly and proceed with code tracing rather than stalling.
When researching:
- Search current official documentation to confirm the behavior is NOT intended and NOT already fixed in a newer release
- Search for state-of-the-art solutions, known community workarounds, and recent discussion of this problem type
- Run multiple searches across distinct sources (official docs, issue trackers, release notes) rather than trusting the first hit
- Report all findings — with URLs — before any code tracing begins
Then trace each problem end-to-end through the actual source code. Do not stop until ≥95% confident in the root cause for every issue being investigated, and mark anything below that threshold as UNVERIFIED with what evidence is missing.
Other versions11 projects use a version of this.
Word for word · 1
- ZaxbyHub/opencode-swarm★ 517100% same
Edited · 0
None found.
Wrote their own version · 10
- danielvm-git/bigpowers★ 286same name
- I-Onlabs/claude-code-skills★ 4same name
- OpenxIntelligence/Coding-Agent-Skills★ 4same name
- BipBop-Labs/bipbop-skills★ 3same name
- TheElephantCoder/agent-harness★ 3same name
- CatsMansion/research-first★ 1same name
- evanmcgoogan/skin-in-the-game★ 1same name
- lukasrepublic/agentic-foundry★ 1same name
- MatanelGordon/skills★ 0same name
- troskater/flowdeck-claude★ 0same name
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.
In this repository66 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- ci-fix-monitorSkill
- codebase-review-swarmSkill
- commit-prSkill
- contributingSkill
- engineering-conventionsSkill
- fork-pr-operationsSkill
- guardrail-patternsSkill
- issue-tracerSkill
- mock-to-internals-migrationSkill
- pr-review-fixSkill
- qa-sweepSkill
- research-firstSkill
- running-testsSkill
- subprocess-safetySkill
- swarm-ci-monitorSkill
- swarm-implementSkill
- swarm-pr-feedbackSkill
- swarm-pr-reviewSkill
- swarm-pr-subscribeSkill
- swarmSkill
- tech-debt-ci-reviewSkill
- test-file-splitSkill
- unswarmSkill
- writing-testsSkill
- brainstormSkill
- clarifySkill
- clarify-specSkill
- codebase-review-swarmSkill
- commit-prSkill
- consultSkill
- councilSkill
- critic-gateSkill
- deep-diveSkill
- deep-researchSkill
- design-docsSkill
- discoverSkill
- durable-session-stateSkill
- editing-skillsSkill
- engineering-conventionsSkill
- executeSkill
- fork-pr-operationsSkill
- graphifySkill
- issue-ingestSkill
- issue-tracerSkill
- orchestrating-subagentsSkill
- phase-wrapSkill
- pre-phase-briefingSkill
- qa-sweepSkill
- rust-crate-ciSkill
- specifySkill
- swarm-ci-monitorSkill
- swarm-implementSkill
- swarm-planSkill
- swarm-pr-feedbackSkill
- swarm-pr-reviewSkill
- swarm-pr-subscribeSkill
- swarm-resumeSkill
- The first 60 shown.
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Your trail
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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.

