Skip to content

feat: optimize developer-docs-consolidator with inline sub-agents for Phases 1 & 2#29956

Merged
pelikhan merged 3 commits intomainfrom
copilot/optimize-developer-docs-consolidator
May 3, 2026
Merged

feat: optimize developer-docs-consolidator with inline sub-agents for Phases 1 & 2#29956
pelikhan merged 3 commits intomainfrom
copilot/optimize-developer-docs-consolidator

Conversation

Copy link
Copy Markdown
Contributor

Copilot AI commented May 3, 2026

The developer-docs-consolidator workflow consumes ~4.5M tokens/run, with Phases 1 (file discovery/cataloging) and 2 (per-file tone classification) being purely extractive tasks that don't require a large model.

Changes

  • Frontmatter: Added features: inline-agents: true
  • Phase 1 replacement: Collapsed three manual bash/Serena steps into a single file-cataloger agent invocation that returns a compact inventory table
  • Phase 2 replacement: Collapsed three manual analysis steps into a tone-analyzer loop — one agent call per file, collecting structured JSON for Phase 3
  • Two new inline agent blocks (both claude-haiku-4.5):
    • file-catalogerfinds .md files in specs/ and scratchpad/, reads each, returns a markdown inventory table
    • tone-analyzer — receives a file path, outputs JSON with tone_issues and formatting_issues arrays
## agent: `file-cataloger`
---
description: Discover and catalog all markdown files in specs/ and scratchpad/
model: claude-haiku-4.5
---
...

## agent: `tone-analyzer`
---
description: Scan a markdown file for marketing language and formatting violations
model: claude-haiku-4.5
---
...

Estimated impact: ~15% token reduction (~693K tokens/run saved on the main model), plus Phase 2 files can now be analyzed concurrently. Phases 3–5 (content adjustment, consolidation, reporting) remain on the main model unchanged.

Warning

Firewall rules blocked me from connecting to one or more addresses (expand for details)

I tried to connect to the following addresses, but was blocked by firewall rules:

  • https://api.github.com/graphql
    • Triggering command: /usr/bin/gh gh repo view --json owner,name --jq .owner.login + "/" + .name cfg GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linu/home/REDACTED/work/gh-aw/gh-aw/pkg/stringutil/identifiers.go 5935�� 393780129/.github/workflows pkg/mod/github.com/modelcontextprotocol/go-sdk@v--delta-base-offset cfg -p vendor/golang.orrev-parse -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
    • Triggering command: /usr/bin/gh /usr/bin/gh api graphql -f query=query($owner: String!, $name: String!) { repository(owner: $owner, name: $name) { hasDiscussionsEnabled } } -f owner=github -f name=gh-aw GOMOD GOMODCACHE 6lOae4WsPt2nvzZ6yM/kanFXMcb9Ib9j3Zv3h0y/rLzSlIqW0GXogzJW_IN_ (http block)
    • Triggering command: /usr/bin/gh /usr/bin/gh api graphql -f query=query($owner: String!, $name: String!) { repository(owner: $owner, name: $name) { hasDiscussionsEnabled } } -f owner=github -f name=gh-aw util 64/bin/go ache/go/1.25.8/x64/pkg/tool/linu-tests (http block)
  • https://api.github.com/orgs/test-owner/actions/secrets
    • Triggering command: /usr/bin/gh gh api /orgs/test-owner/actions/secrets --jq .secrets[].name -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD reempt_wasm.s x_amd64/vet (http block)
  • https://api.github.com/repos/actions/ai-inference/git/ref/tags/v1
    • Triggering command: /usr/bin/gh gh api /repos/actions/ai-inference/git/ref/tags/v1 --jq [.object.sha, .object.type] | @tsv --show-toplevel 795474/b412/importcfg /usr/bin/git runs/20260503-15git k/gh-aw/gh-aw/pkrev-parse 1/x64/bin/node git rev-�� --show-toplevel 1/x64/bin/node /usr/bin/git e: ${{ secrets.Tgh -buildtags /usr/bin/git git (http block)
  • https://api.github.com/repos/actions/checkout/git/ref/tags/v3
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v3 --jq [.object.sha, .object.type] | @tsv add myorg /usr/bin/git 83/001 cfg 64/pkg/tool/linu--show-toplevel git rev-�� --show-toplevel 64/pkg/tool/linux_amd64/vet /usr/bin/git b/workflows cfg 64/pkg/tool/linu--show-toplevel git (http block)
  • https://api.github.com/repos/actions/checkout/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --show-toplevel git /usr/bin/git /tmp/gh-aw-test-git rev-parse /usr/bin/git git rev-�� /ref/tags/v9 git sv s/test.md remote.origin.ur-1 0"}} gh (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv ithub-script/git/ref/tags/v9 infocmp bject.type] | @tsv r-test1527988226/usr/lib/git-core/git x_amd64/compile /opt/hostedtoolcrun git rev-�� /ref/tags/v9 /opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linux_amd64/vet sv runs/20260503-15iptables -buildtags /usr/bin/git gh (http block)
  • https://api.github.com/repos/actions/checkout/git/ref/tags/v5
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v5 --jq [.object.sha, .object.type] | @tsv 3973724769 /tmp/go-build587795474/b003/vet.cfg sv go1.25.8 -c=4 -nolocalimports (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v5 --jq [.object.sha, .object.type] | @tsv --show-toplevel git-upload-pack /usr/bin/git UpdateDiscussiongit -tests /usr/bin/git git rev-�� --show-toplevel git /usr/bin/git --show-toplevel l /opt/hostedtoolc--show-toplevel git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v5 --jq [.object.sha, .object.type] | @tsv /repos/actions/github-script/git/ref/tags/v9 --jq /usr/bin/git --show-toplevel ache/go/1.25.8/xrev-parse /usr/bin/git git rev-�� --show-toplevel git /usr/bin/git --show-toplevel ache/go/1.25.8/xrev-parse /usr/bin/git git (http block)
  • https://api.github.com/repos/actions/checkout/git/ref/tags/v6
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv bility_SameInputSameOutput3662877594/001/stabili--limit -tests ache/node/24.14.1/x64/bin/node -json GO111MODULE x_amd64/compile git t-12�� k/gh-aw/gh-aw/.github/workflows/ab-testing-advisor.md --initial-branch=develop /opt/hostedtoolcache/node/24.14.1/x64/bin/node -json 8601/parse.go x_amd64/compile node (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv --show-toplevel x_amd64/compile epo.git 3373469304/001' 3373469304/001' x_amd64/compile git -C /tmp/compile-instructions-test-45726139/.github/workflows s/4/artifacts /usr/bin/git -json GO111MODULE x_amd64/link git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/checkout/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv /tmp/gh-aw-test-runs/20260503-154946-35886/test-842212855/.github/workflows rev-parse om/org1/repo.git -json GO111MODULE x_amd64/vet git rev-�� --show-toplevel x_amd64/vet /usr/bin/git g_.a GO111MODULE x_amd64/vet git (http block)
  • https://api.github.com/repos/actions/download-artifact/git/ref/tags/v8
    • Triggering command: /usr/bin/gh gh api /repos/actions/download-artifact/git/ref/tags/v8 --jq [.object.sha, .object.type] | @tsv --show-toplevel git $name) { hasDiscussionsEnabled } } son gh sv git rev-�� tformat /opt/hostedtoolcache/node/24.14.1/x64/bin/npm (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/download-artifact/git/ref/tags/v8 --jq [.object.sha, .object.type] | @tsv --show-toplevel infocmp ache/go/1.25.8/x64/pkg/tool/linux_amd64/compile son git /home/REDACTED/go//repos/actions/github-script/git/ref/tags/v9 ache/go/1.25.8/x--jq -1 xterm-color node repository(owner: $owner, name:-f nore --package-lock-o-C /usr/bin/git infocmp (http block)
  • https://api.github.com/repos/actions/github-script/git/ref/tags/v8
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v8 --jq [.object.sha, .object.type] | @tsv /repos/actions/github-script/git/ref/tags/v9 --jq /usr/bin/git xterm-color x_amd64/vet /usr/bin/git git rev-�� --show-toplevel git /usr/bin/git /tmp/shared-actiinfocmp remote /usr/bin/git git (http block)
  • https://api.github.com/repos/actions/github-script/git/ref/tags/v9
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9 --jq [.object.sha, .object.type] | @tsv (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json eyset.go x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
  • https://api.github.com/repos/actions/github-script/git/ref/tags/v9.0.0
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9.0.0 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json arm.go x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9.0.0 --jq [.object.sha, .object.type] | @tsv -json /unsafebytes/uns-c=4 x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/github-script/git/ref/tags/v9.0.0 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE 2m03Asz71LlS env -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
  • https://api.github.com/repos/actions/setup-go/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-go/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --show-toplevel ache/go/1.25.8/x--json /usr/bin/git -unreachable=falgit /tmp/go-build587rev-parse 795474/b286/vet.--show-toplevel git rev-�� --show-toplevel /opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linu/home/REDACTED/work/gh-aw/gh-aw/pkg/stringutil/ideapi /usr/bin/git 4946-35886/test-git (http block)
  • https://api.github.com/repos/actions/setup-node/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --get remote.origin.url /usr/bin/git g_.a GO111MODULE x_amd64/vet git comm�� -m resolved$ /usr/bin/gh g_.a uVfRvwDwi 64/pkg/tool/linu--show-toplevel gh (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --show-toplevel 795474/b070/gh-aw.test /usr/bin/git CompiledOutput35infocmp /tmp/go-build587-1 (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --show-toplevel /opt/hostedtoolcache/go/1.25.8/x--jq /usr/bin/git /tmp/go-build587git -trimpath /usr/bin/git git rev-�� --show-toplevel git /usr/bin/git runs/20260503-15infocmp Test User /opt/hostedtoolcxterm-color git (http block)
  • https://api.github.com/repos/actions/setup-node/git/ref/tags/v6
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv 4946-35886/test-3973724769 show "warnings":[]}] sm-opt -Oz (sizegit GO111MODULE x_amd64/asm /bin/sh -c git-upload-pack '/tmp/TestParseDefaultBranchFromLsRemoteWithRealGitcustom_branch3373469304/001' git-upload-pack '/tmp/TestParseDefaultBranchFromLsRemoteWithRealGitcustom_branch3373469304/001' /usr/bin/git .github/workflowgit GO111MODULE x_amd64/compile git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv /tmp/gh-aw-test-runs/20260503-154946-35886/test-3460680033/.github/workflows rev-parse e/git -json 2/compile.go x_amd64/compile e/git api /repos/actions/github-script/git/ref/tags/v9.0.0 --jq (http block)
    • Triggering command: /usr/bin/gh gh api /repos/actions/setup-node/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv thImports3701640727/001 l /usr/bin/git -json GO111MODULE x_amd64/vet git rev-�� --show-toplevel x_amd64/vet /usr/bin/git g_.a GO111MODULE x_amd64/vet git (http block)
  • https://api.github.com/repos/actions/upload-artifact/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/actions/upload-artifact/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv --get remote.origin.url /opt/hostedtoolcache/node/24.14.1/x64/bin/node -json @v1.1.3/cpu/x86/rev-parse x_amd64/vet node /tmp�� /home/REDACTED/work/gh-aw/gh-aw/.github/workflows/architecture-guardian.md x_amd64/vet /usr/bin/git g_.a rotocol/go-sdk@vrev-parse x_amd64/vet git (http block)
  • https://api.github.com/repos/astral-sh/setup-uv/git/ref/tags/eac588ad8def6316056a12d4907a9d4d84ff7a3b
    • Triggering command: /usr/bin/gh gh api /repos/astral-sh/setup-uv/git/ref/tags/eac588ad8def6316056a12d4907a9d4d84ff7a3b --jq [.object.sha, .object.type] | @tsv xterm-color git odules/npm/node_../../../.prettierignore --show-toplevel infocmp /usr/bin/git git rev-�� js/**/*.json' ---f git /usr/bin/git ithub-script/gitgit git bject.type] | @t/home/REDACTED/work/gh-aw/gh-aw git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/astral-sh/setup-uv/git/ref/tags/eac588ad8def6316056a12d4907a9d4d84ff7a3b --jq [.object.sha, .object.type] | @tsv re --log-level=e!../../../pkg/workflow/js/**/*.json git /prettier --show-toplevel git /usr/bin/git git rev-�� --show-toplevel git /usr/bin/git ithub-script/gitinfocmp git bject.type] | @txterm-color git (http block)
  • https://api.github.com/repos/aws-actions/configure-aws-credentials/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/aws-actions/configure-aws-credentials/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv ithub-script/git/ref/tags/v9 git bject.type] | @tsv /tmp/gh-aw-test-git config /usr/bin/git git rev-�� /ref/tags/v9 git sv --show-toplevel x_amd64/compile /usr/bin/gh git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/aws-actions/configure-aws-credentials/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv 0 -j ACCEPT /tmp/TestGuardPogit rev-parse /usr/bin/infocmpHEAD git rev-�� --show-toplevel infocmp /usr/bin/git git git /usr/bin/git git (http block)
  • https://api.github.com/repos/azure/login/git/ref/tags/v2
    • Triggering command: /usr/bin/gh gh api /repos/azure/login/git/ref/tags/v2 --jq [.object.sha, .object.type] | @tsv ithub-script/git/ref/tags/v9 /opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linurepos/{owner}/{repo}/actions/runs/1/artifacts bject.type] | @tsv /tmp/go-build587infocmp -importcfg /opt/hostedtoolcxterm-color git rev-�� --show-toplevel node /usr/bin/infocmp /tmp/TestHashStagit -extld=gcc /opt/hostedtoolc--show-toplevel infocmp (http block)
  • https://api.github.com/repos/docker/login-action/git/ref/tags/v3
    • Triggering command: /usr/bin/gh gh api /repos/docker/login-action/git/ref/tags/v3 --jq [.object.sha, .object.type] | @tsv --show-toplevel /opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linux_amd64/compile /usr/bin/git :latest -trimpath /usr/bin/infocmp--show-toplevel git rev-�� --show-toplevel infocmp /usr/bin/git xterm-color -dwarf=false /usr/bin/git git (http block)
  • https://api.github.com/repos/docker/metadata-action/git/ref/tags/v6
    • Triggering command: /usr/bin/gh gh api /repos/docker/metadata-action/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv */*.ts' '**/*.jsremote.origin.url git tions/node_modules/.bin/node /ref/tags/v9 git sv git 1/x6�� def6316056a12d49-f infocmp ache/go/1.25.8/x-f son git ode-gyp-bin/sh infocmp (http block)
    • Triggering command: /usr/bin/gh gh api /repos/docker/metadata-action/git/ref/tags/v6 --jq [.object.sha, .object.type] | @tsv */*.ts' '**/*.json' --ignore-path ../../../.pret.prettierignore --jq ules/.bin/node --show-toplevel git /usr/bin/infocmp/repos/actions/github-script/git/ref/tags/v9 git 1/x6�� --show-toplevel infocmp r: $owner, name: $name) { hasDiscussionsEnabled } } son git /usr/bin/git git (http block)
  • https://api.github.com/repos/docker/setup-buildx-action/git/ref/tags/v4
    • Triggering command: /usr/bin/gh gh api /repos/docker/setup-buildx-action/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv */*.ts' '**/*.json' --ignore-path ../../../.pret.prettierignore git tions/setup/js/node_modules/.bin/node --show-toplevel git /usr/bin/git git 1/x6�� --show-toplevel git /usr/bin/git son git /home/REDACTED/.lo/home/REDACTED/work/gh-aw/gh-aw git (http block)
    • Triggering command: /usr/bin/gh gh api /repos/docker/setup-buildx-action/git/ref/tags/v4 --jq [.object.sha, .object.type] | @tsv */*.ts' '**/*.json' --ignore-patremote.origin.url gh ode /repos/actions/ggit --jq /usr/bin/gh git 1/x6�� --show-toplevel gh r: $owner, name: $name) { hasDiscussionsEnabled } } son --jq /opt/hostedtoolcxterm-color gh (http block)
  • https://api.github.com/repos/github/gh-aw
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw --jq .default_branch ithub/workflows -buildtags ache/go/1.25.8/x-f -errorsas -ifaceassert erignore sh -c te '../../../**/*.json' '!../../../pkg/workflow/js/**/*.json' --ignore-path ../../../.prettieriggit -tests r: $owner, name: $name) { hasDiscussionsEnabled } } ithub-script/gitgit git bject.type] | @t/home/REDACTED/work/gh-aw/gh-aw bash (http block)
  • https://api.github.com/repos/github/gh-aw-actions/git/ref/tags/v0.1.2
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v0.1.2 --jq [.object.sha, .object.type] | @tsv xterm-color ache/go/1.25.8/xsh /usr/bin/git OnlyCompiledOutpgh 2RoSUfAH8dMcuiX4api /opt/hostedtoolc/repos/actions/github-script/git/ref/tags/v9 git rev-�� --show-toplevel /opt/hostedtoolcache/go/1.25.8/x64/pkg/tool/linu-tests /usr/bin/git runs/20260503-15infocmp /tmp/go-build587-1 795474/b379/vet.xterm-color git (http block)
  • https://api.github.com/repos/github/gh-aw-actions/git/ref/tags/v1.0.0
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.0.0 --jq [.object.sha, .object.type] | @tsv /repos/github/gh-aw/git/ref/tags/v2.0.0 --jq (http block)
  • https://api.github.com/repos/github/gh-aw-actions/git/ref/tags/v1.2.3
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw-actions/git/ref/tags/v1.2.3 --jq [.object.sha, .object.type] | @tsv /repos/github/gh-aw/git/ref/tags/v1.2.3 --jq /usr/bin/infocmp g_.a GO111MODULE x_amd64/vet infocmp -1 xterm-color x_amd64/vet cfg ub/workflows eF_9lmWUN x_amd64/vet git (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs
    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --limit 100 --created >=2026-04-26 GOMOD GOMODCACHE 64/pkg/tool/linu-goversion env h5tFu6491 GO111MODULE tartedAt,updatedAt,event,headBranch,headSha,displayTitle GOINSECURE 5935282/b092/ GOMODCACHE 64/pkg/tool/linu--auto (http block)
    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --limit 100 --created >=2026-04-03 %H %ct %D (http block)
    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --limit 100 --created >=2026-02-02 eader GOMODCACHE 64/pkg/tool/linuorigin ortc�� 5935282/b118/_pkg_.a om/yosida95/uritemplate/v3@v3.0.2/compile.go 64/pkg/tool/linux_amd64/vet GOINSECURE GOMOD GOMODCACHE 64/pkg/tool/linu--auto (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/1/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/1/artifacts --jq .artifacts[].name aMu6/n6X7R7Av3bGkLZAPaMu6 cfg GOINSECURE contextprotocol/run GOMODCACHE y4/NgsYRIvMQHHTX--json -c 7594/001/stabili--limit log cfg -n1 --format=format:rev-parse --end-of-options--show-toplevel ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh run download 1 --dir test-logs/run-1 c9ZF/KtTFKQuDD_Pbt7zDc9ZF ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet GOINSECURE GOMOD GOMODCACHE ache/go/1.25.8/xTest User (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/12345/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/12345/artifacts --jq .artifacts[].name cfg 64/pkg/tool/linux_amd64/vet GOINSECURE GOMOD GOMODCACHE 64/pkg/tool/linuremote1 -c 5935282/b044/importcfg SgUm/-evxfJf9jMJ1iP8YSgUm ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet -n1 --format=format:rev-parse --end-of-options--show-toplevel ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh run download 12345 --dir test-logs/run-12345 GO111MODULE 64/pkg/tool/linux_amd64/compile GOINSECURE GOMOD GOMODCACHE 64/pkg/tool/linux_amd64/compile 5935�� _.a -Eee/499QsILxkBjFfa_H-Eee x_amd64/vet GOSUMDB er 64/bin/go x_amd64/vet (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/1234567890
    • Triggering command: /usr/bin/gh gh api repos/{owner}/{repo}/actions/runs/1234567890 --jq {databaseId: .id, number: .run_number, url: .html_url, status: .status, conclusion: .conclusion, workflowName: .name, workflowPath: .path, createdAt: .created_at, startedAt: .run_started_at, updatedAt: .updated_at, event: .event, headBranch: .head_branch, -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/12346/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/12346/artifacts --jq .artifacts[].name i2Jk/kxQktkbJrdZm0O72i2Jk 64/pkg/tool/linux_amd64/vet GOINSECURE GOMOD GOMODCACHE 64/pkg/tool/linux_amd64/vet for-�� 5935282/b051/importcfg k16k/fLMkIGmGY3YvZBL1k16k k GOSUMDB GOWORK 64/bin/go ache/go/1.25.8/x64/pkg/tool/linuTest User (http block)
    • Triggering command: /usr/bin/gh gh run download 12346 --dir test-logs/run-12346 go cfg GOINSECURE g/x/net/http2/hprev-parse GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linu-buildtags -c (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/2/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/2/artifacts --jq .artifacts[].name tmain.go cfg GOINSECURE contextprotocol/-1 GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linux_amd64/link stlo�� 795474/b395/actionpins.test blob cfg GOSUMDB GOWORK 64/bin/go ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh run download 2 --dir test-logs/run-2 5935282/b012/importcfg ache/go/1.25.8/x64/pkg/tool/linu-lang=go1.25 GOINSECURE t/internal/languconfig ache/go/1.25.8/xuser.email ache/go/1.25.8/xtest@example.com (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/3/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/3/artifacts --jq .artifacts[].name gNV_/-ERQMY_tDmUJytyNgNV_ cfg GOINSECURE g/x/net/idna GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linux_amd64/compile -V=f�� 795474/b399/_pkg_.a zLU2/r48K25Cv2sXeJpt1zLU2 cfg ."; \ BEFORE=$(git GOWORK 64/bin/go ache/go/1.25.8/xorigin (http block)
    • Triggering command: /usr/bin/gh gh run download 3 --dir test-logs/run-3 jA_S/QIf0Y67oe1TPcfUGjA_S ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet GOINSECURE t/internal/numberev-parse GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/4/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/4/artifacts --jq .artifacts[].name tmain.go x_amd64/vet GOINSECURE contextprotocol/config GOMODCACHE x_amd64/vet -V=f�� 795474/b399/agentdrain.test GOPROXY k GOSUMDB GOWORK 64/bin/go ache/go/1.25.8/xTest User (http block)
    • Triggering command: /usr/bin/gh gh run download 4 --dir test-logs/run-4 cfg ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet GOINSECURE t/language GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linurev-parse (http block)
  • https://api.github.com/repos/github/gh-aw/actions/runs/5/artifacts
    • Triggering command: /usr/bin/gh gh api --paginate repos/{owner}/{repo}/actions/runs/5/artifacts --jq .artifacts[].name 3zY_/HcUWNrRjpCKdAR9m3zY_ cfg GOINSECURE a95/uritemplate/run GOMODCACHE ache/go/1.25.8/x--json (http block)
    • Triggering command: /usr/bin/gh gh run download 5 --dir test-logs/run-5 4ACQ/f02Eva1ttQPQuPWq4ACQ ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet GOINSECURE t/internal/catmsrev-parse GOMODCACHE ache/go/1.25.8/x64/pkg/tool/linurev-parse (http block)
  • https://api.github.com/repos/github/gh-aw/actions/workflows
    • Triggering command: /usr/bin/gh gh workflow list --json name,state,path -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD ys_wasm.s x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --workflow nonexistent-workflow-12345 --limit 100 GOMOD GOMODCACHE x_amd64/vet env g_.a rotocol/go-sdk@v1.5.0/mcp/client-ifaceassert x_amd64/vet GOINSECURE GOMOD abis x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh run list --json databaseId,number,url,status,conclusion,workflowName,createdAt,startedAt,updatedAt,event,headBranch,headSha,displayTitle --workflow nonexistent-workflow-12345 --limit 6 GOMOD GOMODCACHE ole.test 8779�� 7594/001/stability-test.md 795474/b052/vet.cfg x_amd64/link GOINSECURE GOMOD GOMODCACHE x_amd64/link (http block)
  • https://api.github.com/repos/github/gh-aw/contents/.github/workflows/shared/reporting.md
    • Triggering command: /tmp/go-build587795474/b404/cli.test /tmp/go-build587795474/b404/cli.test -test.testlogfile=/tmp/go-build587795474/b404/testlog.txt -test.paniconexit0 -test.v=true -test.parallel=4 -test.timeout=10m0s -test.run=^Test -test.short=true GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
  • https://api.github.com/repos/github/gh-aw/git/ref/tags/v0.47.4
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v0.47.4 --jq [.object.sha, .object.type] | @tsv --show-toplevel node /usr/bin/git /tmp/TestHashCongit x_amd64/compile /usr/bin/git git rev-�� --show-toplevel git /usr/bin/infocmp /tmp/gh-aw-test-gh show /usr/bin/git r (http block)
  • https://api.github.com/repos/github/gh-aw/git/ref/tags/v1.0.0
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v1.0.0 --jq [.object.sha, .object.type] | @tsv 3341091628/custom/workflows 795474/b093/vet.cfg tartedAt,updatedAt,event,headBranch,headSha,displayTitle -p slices -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet (http block)
  • https://api.github.com/repos/github/gh-aw/git/ref/tags/v1.2.3
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v1.2.3 --jq [.object.sha, .object.type] | @tsv g_.a GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet env ub/workflows eF_9lmWUN x_amd64/vet GOINSECURE ole GOMODCACHE x_amd64/vet (http block)
  • https://api.github.com/repos/github/gh-aw/git/ref/tags/v2.0.0
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v2.0.0 --jq [.object.sha, .object.type] | @tsv g_.a @v1.19.2/context.go x_amd64/vet GOINSECURE l/unsafebytes GOMODCACHE x_amd64/vet env ub/workflows GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v2.0.0 --jq [.object.sha, .object.type] | @tsv -json hema-go@v0.4.3/jsonschema/annotations.go x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet env ub/workflows GO111MODULE x_amd64/vet GOINSECURE on 64/src/runtime/a/tmp/TestHashConsistency_WithImports2238758045/001/main.md x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v2.0.0 --jq [.object.sha, .object.type] | @tsv -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet env g_.a GO111MODULE x_amd64/compile GOINSECURE clr_wasm.o 64/src/runtime/m/tmp/TestHashConsistency_KeyOrdering337303852/001/test2.md x_amd64/compile (http block)
  • https://api.github.com/repos/github/gh-aw/git/ref/tags/v3.0.0
    • Triggering command: /usr/bin/gh gh api /repos/github/gh-aw/git/ref/tags/v3.0.0 --jq [.object.sha, .object.type] | @tsv g_.a GO111MODULE x_amd64/vet GOINSECURE nal/alias GOMODCACHE x_amd64/vet env ub/workflows LvhFNvMoO x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile (http block)
  • https://api.github.com/repos/google-github-actions/auth/git/ref/tags/v2
    • Triggering command: /usr/bin/gh gh api /repos/google-github-actions/auth/git/ref/tags/v2 --jq [.object.sha, .object.type] | @tsv --show-toplevel git /usr/bin/git image:v1.0.0 remote 795474/b474/vet.--show-toplevel git rev-�� --show-toplevel gh /usr/bin/git /repos/actions/ggh --jq /usr/bin/git git (http block)
  • https://api.github.com/repos/nonexistent/action/git/ref/tags/v999.999.999
    • Triggering command: /usr/bin/gh gh api /repos/nonexistent/action/git/ref/tags/v999.999.999 --jq [.object.sha, .object.type] | @tsv 3341091628 795474/b105/vet.cfg _.a -p maps -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linutest@example.com -o 4946-35886/test-3460680033/.github/workflows -trimpath ache/go/1.25.8/x64/pkg/tool/linux_amd64/vet -p crypto/sha1 -lang=go1.25 ache/go/1.25.8/xrev-parse (http block)
  • https://api.github.com/repos/nonexistent/repo/actions/runs/12345
    • Triggering command: /usr/bin/gh gh run view 12345 --repo nonexistent/repo --json status,conclusion GOINSECURE GOMOD GOMODCACHE TM/LO7H8yrdtF7RvFVPrIMI/Ghy3DT33-dwarf=false (http block)
  • https://api.github.com/repos/owner/repo/actions/workflows
    • Triggering command: /usr/bin/gh gh workflow list --json name,state,path --repo owner/repo x_amd64/compile GOINSECURE GOMOD GOMODCACHE h-aw.wasm; \ AF-buildtags env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh workflow list --json name,state,path --repo owner/repo x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD GOMODCACHE x_amd64/vet (http block)
    • Triggering command: /usr/bin/gh gh workflow list --repo owner/repo --json name,path,state cfg -p er -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linuremote.origin.url (http block)
  • https://api.github.com/repos/test-owner/test-repo/actions/secrets
    • Triggering command: /usr/bin/gh gh api /repos/test-owner/test-repo/actions/secrets --jq .secrets[].name -json GO111MODULE x_amd64/compile GOINSECURE GOMOD GOMODCACHE x_amd64/compile env -json GO111MODULE x_amd64/vet GOINSECURE GOMOD emclr_wasm.s x_amd64/vet (http block)
  • https://api.github.com/repos/test/repo
    • Triggering command: /usr/bin/gh gh api /repos/test/repo --jq .default_branch 5935282/b103/importcfg -trimpath ache/go/1.25.8/x64/pkg/tool/linu-nolocalimports -p crypto/internal/rev-parse -lang=go1.25 ache/go/1.25.8/x64/pkg/tool/linuconfig (http block)

If you need me to access, download, or install something from one of these locations, you can either:

Copilot AI and others added 2 commits May 3, 2026 15:53
Copilot AI changed the title [WIP] Optimize developer docs consolidator workflow feat: optimize developer-docs-consolidator with inline sub-agents for Phases 1 & 2 May 3, 2026
Copilot AI requested a review from pelikhan May 3, 2026 15:56
@pelikhan pelikhan marked this pull request as ready for review May 3, 2026 15:57
Copilot AI review requested due to automatic review settings May 3, 2026 15:57
@pelikhan pelikhan merged commit a45c627 into main May 3, 2026
19 checks passed
@pelikhan pelikhan deleted the copilot/optimize-developer-docs-consolidator branch May 3, 2026 15:57
Copy link
Copy Markdown
Contributor

Copilot AI left a comment

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Pull request overview

Optimizes the developer-docs-consolidator workflow by extracting Phase 1 (file discovery/cataloging) and Phase 2 (tone/formatting analysis) into inline sub-agents to reduce main-model token usage and enable more parallelizable per-file analysis.

Changes:

  • Enabled features: inline-agents: true for the workflow.
  • Replaced manual Phase 1 steps with a file-cataloger inline agent that inventories markdown files.
  • Replaced manual Phase 2 steps with a per-file tone-analyzer inline agent that emits structured JSON issues for Phase 3.
Show a summary per file
File Description
.github/workflows/developer-docs-consolidator.md Adds inline-agent support and defines file-cataloger / tone-analyzer to streamline discovery + tone analysis phases.
.github/workflows/developer-docs-consolidator.lock.yml Updates the generated lock workflow to restore inline sub-agents and include their artifact path.

Copilot's findings

Tip

Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

Comments suppressed due to low confidence (3)

.github/workflows/developer-docs-consolidator.md:546

  • The file-cataloger agent is instructed to run find specs scratchpad -name "*.md" and then read/count lines for each file, but this workflow’s tools.bash allowlist only permits find specs -name '*.md', cat scratchpad/*.md, and wc -l scratchpad/*.md (see frontmatter). As written, the sub-agent likely won’t be able to list scratchpad/ via find, or read/wc -l files under specs/, causing Phase 1 to fail. Please update the tools.bash allowlist (or adjust the agent instructions) to include the exact find/cat/wc -l commands needed for both specs/ and scratchpad/ paths (including nested subdirectories if applicable).
You receive no arguments. Discover all markdown files in the `specs/` and `scratchpad/` directories using bash:

```bash
find specs scratchpad -name "*.md" 2>/dev/null
**.github/workflows/developer-docs-consolidator.md:110**
* Phase 2 says to “note any sections the agent flags as candidates for Mermaid diagrams”, but the `tone-analyzer` agent definition and its JSON output schema do not include any Mermaid-related field, so there’s no way for the agent to “flag” those candidates in a structured way. Either extend `tone-analyzer` to emit a dedicated field (e.g., `mermaid_candidates` with line/section/context) or remove/adjust the Phase 2 instruction so it matches the actual agent output.

For each file in the inventory, invoke the tone-analyzer agent with the file path as the sole input.
Collect all returned JSON objects into a combined issues list for Phase 3.
Also note any sections the agent flags as candidates for Mermaid diagrams.

**.github/workflows/developer-docs-consolidator.md:546**
* The `find specs scratchpad -name "*.md"` output is not sorted, which can produce a different inventory order across runs/filesystems and make downstream per-file analysis less reproducible. Consider sorting the file list before generating the table so subsequent phases process files deterministically.
find specs scratchpad -name "*.md" 2>/dev/null
</details>


- **Files reviewed:** 2/2 changed files
- **Comments generated:** 1


- Code quality (if examples present)
- Documentation clarity
- Consistency with project patterns
Invoke the `file-cataloger` agent (no arguments needed). It will discover and catalog all markdown files in `specs/` and `scratchpad/` and return a markdown table. Use that inventory table as the file list for all subsequent phases.
@github-actions github-actions Bot mentioned this pull request May 3, 2026
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

[subagent-optimizer] Optimize developer-docs-consolidator — 2026-05-03

3 participants