quivr
AGENTS.md40k starsChanged 35 days agoMITView on GitHub
Specs and tickets are tracked in Linear, in The Vibe Company workspace and under the Quivr V2 investigation THE-531. See docs/agents/issue-tracker.md. Required: record every substantive iteration in Linear. Before research, prototyping, or implementation, identify or create its ticket and record the objective, intended outcome, and assumptions being tested. After each iteration, appen
1 other project uses a version of this.
Trending
More talk lately.thin dataabout the whole repository
Most recently taken up by
- QuivrHQ/quivrword for word, first seen Oct 8, 2026
Who's talking about The-Vibe-Company/quivr
- Kimz“39.6k Stars:把內容串流變成可監控知識庫的開源引擎”YouTube · Oct 27, 2026 · 4 views
- @golangoss.bsky.social“quivr (⭐️ 39614) An open-source engine that turns continuous content streams into search and monitoring. …”Bluesky · Oct 29, 2026 · 1 likes
- Kimerd“Turn Content Streams Into Searchable Monitored Knowledge”YouTube · Oct 27, 2026 · 1 views
- @golangoss.bsky.social“quivr (⭐️ 39585) An open-source engine that turns continuous content streams into search and monitoring. …”Bluesky · Oct 14, 2026 · 1 likes
- @golangoss.bsky.social“quivr (⭐️ 39603) An open-source engine that turns continuous content streams into search and monitoring. …”Bluesky · Oct 26, 2026
The biggest 5 of 5 mentions linking to the repository that our crawl found. Each line is their own headline.
Other versions1 project uses a version of this.
Word for word · 1
- QuivrHQ/quivr★ 40k100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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.
Where files are headingNew AGENTS.md files have more rules about keeping secrets out of the code, and fewer about code style.
Of the AGENTS.md files we read, the 31,774 first seen in the last six months, against the older ones: the kind of rule that gained most share, and the kind that lost most. About files like this in general, not this one, and an estimate, since a kind is a pattern in the words.
In this repository46 other files it gives its agents.
- quivr-search/AGENTS.mdAGENTS.md
- sdks/AGENTS.mdAGENTS.md
- armada-coordinatorSkill
- armada-runtime-claude-codeSkill
- armada-runtime-conductorSkill
- armada-runtime-herdrSkill
- armada-workerSkill
- ask-mattSkill
- audit-tests-devSkill
- better-uiSkill
- capture-learning-toolsSkill
- codebase-designSkill
- code-reviewSkill
- coordinate-fleetSkill
- design-frontend-devSkill
- diagnosing-bugsSkill
- documentation-writerSkill
- domain-modelingSkill
- emil-design-engSkill
- grillingSkill
- grill-meSkill
- grill-with-docsSkill
- handoffSkill
- humanizerSkill
- implementSkill
- improve-codebase-architectureSkill
- mermaid-diagramsSkill
- mintlifySkill
- plan-prSkill
- prototypeSkill
- researchSkill
- resolving-merge-conflictsSkill
- review-code-devSkill
- setup-matt-pocock-skillsSkill
- ship-pr-devSkill
- tddSkill
- teachSkill
- to-questionnaireSkill
- to-specSkill
- to-ticketsSkill
- triageSkill
- wait-whatSkill
- wayfinderSkill
- wizardSkill
- writing-docsSkill
- writing-for-agentsSkill
The file
We split this AGENTS.md into the rules it gives an agent
1 rule. About 0 are common, 0 are distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈0
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 8
Past decisions are frozen: Never edit or delete an accepted ADR in docs/adr/ or a dated document in docs/dated/.
≈ “Common” is an estimate: at least 1 in 5 of the 40,246 AGENTS.md files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Repository instructions
- Pull request titles must follow Commitizen conventions, for example
feat(ingestion): accept record versions. - This is a generic, open-source repository. Never add customer-specific content: customer or project names, their sources, mailboxes, accounts, volumes, configurations, meeting notes or quotes from private tickets. That applies to code, tests, fixtures, docs, comments, commit messages and pull-request text. Write features and docs for any organization, with neutral examples, and document how to configure them instead of configuring them for someone. Customer context stays in Linear and in the customer's own deployment. Before handing back,
make denylistmust pass (it also runs at the start ofmake verifyand CI), and commit messages and pull-request text must passpython3 scripts/denylist.py --stdin. The denylist stores salted hashes only: add a new customer term withpython3 scripts/denylist.py --hash "term", never in plain text. - Quivr is an engine, not a product. Never add business rules to the core: per-user or per-organization limits and quotas, billing, pricing, plans, entitlements, or any "how much a customer may use" logic. Those live in an API or product layer above Quivr. The engine exposes generic primitives that layer can build on, such as opaque owner references, listing, counts and events through the public API. If a spec or ticket asks for a business rule in the core, move it out of scope and say so on the ticket.
- Tests must earn their place. Before adding or changing a test, follow
docs/agents/testing.md: one owner test per contract at the cheapest boundary that sees it, no wall-clock waits, a time budget per level, and a ticket with a root cause for every flaky test instead of a retry. When consolidating configuration tests, give the keeper literal external keys and an omitted-key case; a fixture serialized and decoded with the same type cannot protect key compatibility. - Change a living document only for a signal. A page declared in
docs/inventory.tomlchanges only because the same pull request changes the behaviour it documents, a bug or recurring agent error was traced to a gap in it, a review comment asked for it, or a user question showed it was missing or wrong. Never rewrite or polish documentation without one, and name the signal in the pull-request description.AGENTS.md,CONTEXT.mdand guides have line budgets thatmake docsenforces; seedocs/agents/documentation.md. - Past decisions are frozen. Never edit or delete an accepted ADR in
docs/adr/or a dated document indocs/dated/; supersede it with a new one that links to it.make docscompares them with where the branch forked fromorigin/main. See ADR 0004. - Several agents may work in parallel, and Linear is their shared database. Who works on what, and where each agent is, lives only in Linear (assignee,
Agent phaseandAgent runtimelabels,Agent claimandAgent statuscomments). The canonical protocol is the Linear document Registre de la flotte d'agents — protocole in the Quivr V2 project;docs/agents/fleet-workflow.mdmirrors it. Read one of them before taking a ticket. Unless you were explicitly designated coordinator, you are a worker: claim one ticket, get your plan approved, ship a green pull request, and never merge. Only the coordinator merges.
Agent skills
Issue tracker
Specs and tickets are tracked in Linear, in The Vibe Company workspace and under the Quivr V2 investigation THE-531. See docs/agents/issue-tracker.md.
Required: record every substantive iteration in Linear. Before research, prototyping, or implementation, identify or create its ticket and record the objective, intended outcome, and assumptions being tested. After each iteration, append a succinct comment with the research or experiments performed, evidence links, actual results versus the objective, and the decision or next step with its rationale. Include failed attempts and remaining uncertainty when they affect that rationale. Preserve prior comments; an iteration is complete only when its evidence and conclusions are recorded on the ticket.
Implementation dashboard
Program progress is shown at https://quivr-v2-dashboard.vercel.app (private: Vercel Authentication, The Vibe Company team). It is derived entirely from Linear, so every ticket you create or update must stay readable by it:
- Everything lives under
THE-531in theQuivr V2project, reachable through parent links. An issue outside that tree is invisible. - A spec is a direct child of
THE-531titledSpec N/M — <name>(em dash).Norders the roadmap; when adding a spec, bumpMon every spec title. Other direct children ofTHE-531are shown as investigation or decision work. - Spec work is a sub-issue of its spec, at any depth. Implementation slices keep
Implementation slice N/Tin their description. - Titles use plain words that someone outside the code understands. A spec's
<name>or a ticket title states what a user, operator or developer can do once it ships, for exampleSearch images, audio and videoorFix: going back to an earlier text of a document is ignored. Start tickets with a verb. Keep titles short, under about 60 characters after the spec prefix. Leave out internal type, file and function names (Contribution,Projection Generation,pluginhttp); they belong in the description. Pull-request titles keep the Commitizen format. - Every spec and ticket description opens with an
## In shortsection that someone outside the code can read in 30 seconds. It says what changes, why, when the work is done in checks a person could observe, and what it depends on. Technical detail comes after a---separator. The exact template is indocs/agents/issue-tracker.md, and it overrides any template bundled in a skill such as/to-ticketsor/to-spec. - Dependencies use native Linear blocked-by relations, between sub-issues and between specs. Text in a description is not read.
- Status is the Linear workflow state: move a ticket to In Progress when work starts and to Done only when its PR is merged. Use Canceled or Duplicate, never deletion, for dropped work.
- Link the pull request on the ticket (GitHub attachment or PR URL) so it appears in the in-flight view.
- Assign the ticket and work on a branch named after it (
feature/the-<number>-…, as Linear suggests) so the control tower can match branches, PRs and CI to the ticket. - Declare your state with Linear labels: exactly one Agent phase (
planning,awaiting-approval,implementing,shipping,blocked,ready-to-merge) and one Agent runtime (Claude Code,Codex,Conductor), updated at every transition. - Start every Linear comment you post with a status line:
Agent status: <phase> — <one-line summary>, using the same phase names. The rest of the comment keeps the iteration record required above.
Dashboard code, data derivation, snapshot refresh and redeploy instructions live in the separate quivr-v2-dashboard repository's AGENTS.md. Never put Linear or GitHub tokens in either repository.
Triage labels
The project uses the five canonical triage labels. See docs/agents/triage-labels.md.
Domain docs
The repository uses a single-context domain documentation layout. See docs/agents/domain.md.
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
- Partly
- It didn't
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.

