Curate AGENTS.md by mbarlow12 · Pull Request #166 · RMI/stitch

mbarlow12 · 2026-07-09T02:52:47Z

Replace the generic AGENTS.md with curated, repo-specific guidance. The CLAUDE.md → @AGENTS.md bridge is already on this branch, so the diff is AGENTS.md only.

This was almost entirely generated by Claude with some minor edits after the fact.

I first ran the /init slash command to have CC review the repo in detail and create a CLAUDE.md. Then, I went through an interactive merge process/conversation to combine the contents of the 2 files while still keeping under the 200 line recommended limit. I use the official claude-md-management plugin that has a claude-md-improvement skill which has been useful for me across a number of project.

There's a shift toward orienting agents to the repo with common commands, structure/layout, notable gotchas, etc...

Important

With the added specifics, it'll be more important to keep AGENTS.md & supporting docs updated with relevant content (e.g. the source key list).

The hope is that this should offer decent guidance/guardrails on working in stitch without overly dictating specific workflows or patterns. And it should pair well with user-level ~/.claude/CLAUDE.md or local overrides (CLAUDE.local.md).

# Conflicts: # AGENTS.md

github-actions · 2026-07-09T02:56:49Z

CD summary `5df28d2`

Frontend: https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net

Deployments (4)

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github-actions · 2026-07-09T03:14:10Z

CD summary `d1b3daa`

Frontend: https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net

Deployments (4)

service	url	fqdn
api	open	`pr-166-api.purplegrass-c07d0a94.westus2.azurecontainerapps.io`
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frontend	https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net
stitch-llm	open	`pr-166-stitch-llm.purplegrass-c07d0a94.westus2.azurecontainerapps.io`

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github-actions · 2026-07-09T19:06:28Z

CD summary `0d47e8d`

Database (1)

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pr_166	`stitch-dev.postgres.database.azure.com`	`5432`	`pr_166`

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github-actions · 2026-07-09T19:07:56Z

CD summary `0b514e7`

Deployments (2)

service	url	fqdn
api	open	`pr-166-api.purplegrass-c07d0a94.westus2.azurecontainerapps.io`
stitch-llm	open	`pr-166-stitch-llm.purplegrass-c07d0a94.westus2.azurecontainerapps.io`

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github-actions · 2026-07-09T19:08:16Z

CD summary `f297a70`

Frontend: https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net

Deployments (4)

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frontend	https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net
stitch-llm	open	`pr-166-stitch-llm.purplegrass-c07d0a94.westus2.azurecontainerapps.io`

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github-actions · 2026-07-10T11:35:06Z

CD summary `0b514e7`

Frontend: https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net

Deployments (4)

service	url	fqdn
api	open	`pr-166-api.purplegrass-c07d0a94.westus2.azurecontainerapps.io`
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frontend	https://witty-mushroom-017a3dc1e-166.westus2.1.azurestaticapps.net
stitch-llm	open	`pr-166-stitch-llm.purplegrass-c07d0a94.westus2.azurecontainerapps.io`

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pr_166	`stitch-dev.postgres.database.azure.com`	`5432`	`pr_166`

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john · 2026-07-10T15:24:17Z

+# Stitch — Agent Guidance
+
+Stitch integrates diverse oil & gas asset datasets, applies AI-driven enrichment with human
+review, and delivers curated, trustworthy data. This file captures the things that aren't


This is taken straight from the README, so it will be in context already. Should we reserve AGENTS.md for instructions and information it won't otherwise get?

john · 2026-07-10T15:26:16Z

+Pointers: [`HACKING.md`](./HACKING.md) (setup & day-to-day workflow) ·
+[`ARCHITECTURE.md`](./ARCHITECTURE.md) · [`CONTRIBUTING.md`](./CONTRIBUTING.md) ·
+[`deployments/CI_DEPLOYMENTS.md`](./deployments/CI_DEPLOYMENTS.md) (deploy pipeline) ·
+[`deployments/PERFORMANCE.md`](./deployments/PERFORMANCE.md) (query-layer performance).


Same comment as above--these are linked from the README, so why are they necessary here? If we're concerned README material will fall out of context, we might be able to be more economical in AGENTS if there's just a line saying "Read the README"

Skimmed the rest and that will be my general comment--most of what's been added already exists in top-level *.md files. I think we should do some research about how agents treat existing docs vs AGENTS, so we can take advantage of this new file while reducing duplication as much as possible. It's not just that adding that material bumps other material, given suggested length limits for AGENTS, it also means there's no longer one source of truth, we'll have to keep two files updated if anything changes.

Addressed in #195

jdhoffa · 2026-07-24T12:31:09Z

Recommend that we close this in favour of #195
fyi @john @mbarlow12

jdhoffa · 2026-07-24T12:37:19Z

The hope is that this should offer decent guidance/guardrails on working in stitch without overly dictating specific workflows or patterns. And it should pair well with user-level ~/.claude/CLAUDE.md or local overrides (CLAUDE.local.md).

Just for what it's worth, I think the spirit of #154 was precisely to orient us around more similar workflows and development patterns.

In light of the fact that we don't really have a mechanism to enforce a common generic AGENTS.md across all SPD, doing so in a repo-specific way is the next best way to orient more common practices across the team.

That said, repo-specific guidance is definitely still valuable, however it is already well-documented (for humans) in the appropriate root-level .md files.

#195 handles this in a much simpler and less destructive diff

vs.

github-actions · 2026-07-30T08:08:30Z

CD summary `b3c7e60`

Deployments (3)

service	url	fqdn
api	open	`pr-166-api.purplegrass-c07d0a94.westus2.azurecontainerapps.io`
entity-linkage	open	`pr-166-entity-linkage.purplegrass-c07d0a94.westus2.azurecontainerapps.io`
stitch-llm	open	`pr-166-stitch-llm.purplegrass-c07d0a94.westus2.azurecontainerapps.io`

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mbarlow12 added 2 commits July 8, 2026 20:51

docs: unify agent guidance into curated AGENTS.md with CLAUDE.md bridge

34b8d98

Merge origin/add-claude-md into feat/adjust-agents-md

5df28d2

# Conflicts: # AGENTS.md

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remove overly specific content

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docs: correct .agents/docs ignore mechanism in AGENTS.md

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john reviewed Jul 10, 2026

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jdhoffa mentioned this pull request Jul 24, 2026

docs(agents): import project docs via @-references #195

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Merge branch 'main' into feat/adjust-agents-md

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Curate AGENTS.md - #166

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github-actions Bot commented Jul 10, 2026

CD summary 0b514e7

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john Jul 10, 2026

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john Jul 10, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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jdhoffa Jul 24, 2026

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jdhoffa commented Jul 24, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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github-actions Bot commented Jul 30, 2026

CD summary b3c7e60

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mbarlow12 commented Jul 9, 2026 •

edited

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CD summary `5df28d2`

CD summary `d1b3daa`

CD summary `0d47e8d`

CD summary `0b514e7`

CD summary `f297a70`

CD summary `0b514e7`

john Jul 10, 2026 •

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jdhoffa commented Jul 24, 2026 •

edited

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jdhoffa commented Jul 24, 2026 •

edited

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CD summary `b3c7e60`