foundry-agentic-loop

foundry-agentic-loop is a skill in github/awesome-copilot, last changed 23 Oct 2026. It can touch credentials, install more skills, change agent settings, run shell commands, reach the network, name web addresses and bundle scripts — read the findings before installing. Our pattern check flagged nothing at commit 920e3b9 on 26 Oct 2026.

Pattern check: nothing flagged · commit 920e3b9 · 26 Oct 2026

Install
From the author
Build agentic solutions on Microsoft Foundry, GitHub and Azure: hosted agents, toolbox tools and skills, Foundry IQ grounding and a React/FastAPI app. Three modes: rapid prototyping in an existing Foundry project; spec-driven development (SDD), where the foundry-agentic-loop-workflow runs Specify, Implement, Verify and Deploy to create the Foundry project and deploy with azd, or one phase runs alone; and Improve, which refines this skill and the workflow from past runs. Use for Agentic Loop requests and canvas actions, or end-to-end agent solutions from architecture to Azure deployment. Not for isolated Azure administration or unrelated UI edits.
Licence
MIT
Repo stars
40.5k
Publisher
github
Checked
920e3b9 (opens in a new tab) · 26 Oct 2026

Install

Each tab says whether it installs commit 920e3b9, the one we checked, or the latest version.

No tab for your agent? Use Any agent for OpenCode, Goose, Windsurf (Devin Desktop), Zed, Roo Code, Factory Droid, Junie, Amp and Antigravity, and Claude Code for Cline. Kiro needs the folder copied by hand.

Pinned to commit 920e3b9, the one we checked.

From your project's root folder:

tmp="$(mktemp -d)" &&
  git clone -q --depth 1 --filter=blob:none --no-checkout https://github.com/github/awesome-copilot.git "$tmp" &&
  git -C "$tmp" fetch -q --depth 1 origin 920e3b927a553642834af13097f53f6f716947db &&
  git -C "$tmp" sparse-checkout set -- skills/foundry-agentic-loop &&
  git -C "$tmp" checkout -q 920e3b927a553642834af13097f53f6f716947db &&
  mkdir -p .claude/skills &&
  mkdir .claude/skills/foundry-agentic-loop &&
  cp -R "$tmp"/skills/foundry-agentic-loop/. .claude/skills/foundry-agentic-loop/ &&
  rm -rf "$tmp"

If Claude Code was already running and this created the skills folder, run /reload-skills.

Claude Code docs (opens in a new tab)

What it can touch

From the files and frontmatter at commit 920e3b9. This is how much a skill can do, not whether it is risky.

What it can touch: Shell, network or credentials

  • Runs shell commands

    Its instructions or files give the agent commands to run on your computer.

  • Reaches the network

    It sends or fetches data over the internet, for example with curl, an HTTP library or a package install.

  • Names web addresses

    It mentions outside web addresses the agent may visit. We list them but don't follow them.

  • Bundles scripts

    The folder holds code files the agent may run.

    evals/fixtures/sdd-paused/src/backend/routing.py · evals/fixtures/sdd-paused/tests/contract/test_routing.py

  • Touches credentials

    It reads, asks for or contains keys, tokens, passwords or similar secrets.

    SKILL.md:29 · SKILL.md:48 · SKILL.md:60 and 43 more

  • Installs more skills

    It tells the agent to install other skills, plugins or tool servers.

    SKILL.md:12 · references/run-skills-catalog.md:30

  • Changes agent settings

    It writes to agent memory or settings files such as CLAUDE.md, AGENTS.md or .claude/settings.json.

    references/rapid.md:68

Pattern check

Pattern check: nothing flagged · commit 920e3b9 · 26 Oct 2026

We checked every text file in this skill, at commit 920e3b9 on 26 Oct 2026, against 45 published patterns such as download-and-run commands, hidden text and credential access. We don't run the skill, we don't read the web pages it points to, and we can't judge everything its instructions might lead an agent to do. In published tests, pattern checks like this one missed most malicious skills. Read the skill before you install it — especially anything it asks you to download or run.

How the check worksReport an incorrect finding

Outside links we did not follow

  • https://ai.azure.com/.default
  • https://frontend.example.azurecontainerapps.io/
  • https://mcr.microsoft.com/v2/bicep/avm/res/
  • https://management.azure.com
  • https://github.com/github/copilot-sdk/blob/v1.0.14/docs/auth/byok.md
  • https://github.com/github/copilot-sdk/blob/v1.0.14/docs/setup/azure-managed-identity.md
  • https://github.com/github/copilot-sdk/blob/v1.0.14/python/copilot/session.py
  • https://github.com/github/copilot-sdk/blob/v1.0.14/python/copilot/client.py
  • https://github.com/github/copilot-sdk/blob/v1.0.14/docs/observability/opentelemetry.md
  • https://github.com/github/copilot-sdk/blob/v1.0.14/python/copilot/_telemetry.py
Show 19 more
  • https://github.com/Azure/azure-sdk-for-python/blob/main/sdk/agentserver/azure-ai-agentserver-core/azure/ai/agentserver/core/_tracing.py
  • https://learn.microsoft.com/azure/azure-monitor/containers/opentelemetry-protocol-ingestion
  • https://learn.microsoft.com/azure/foundry/agents/concepts/hosted-agent-contract#platform-request-headers-container-protocol-200
  • https://learn.microsoft.com/azure/foundry/agents/how-to/deploy-hosted-agent-code#package-the-zip-manually
  • https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/skills?pivots=azd#manage-skills-with-the-rest-api
  • https://learn.microsoft.com/en-us/azure/foundry/agents/how-to/tools/toolbox
  • https://learn.microsoft.com/en-us/azure/ai-foundry/agents/concepts/hosted-agents?view=foundry
  • https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure
  • https://learn.microsoft.com/en-us/azure/foundry/foundry-models/concepts/models-sold-directly-by-azure-region-availability
  • https://learn.microsoft.com/azure/foundry/agents/how-to/tools/toolbox
  • https://learn.microsoft.com/azure/foundry/agents/how-to/tools/skills
  • https://learn.microsoft.com/azure/foundry/agents/concepts/hosted-agent-permissions
  • https://learn.microsoft.com/azure/foundry/agents/concepts/hosted-agent-contract
  • https://learn.microsoft.com/azure/foundry/agents/how-to/tools/use-toolbox-hosted-agent
  • https://learn.microsoft.com/azure/foundry/agents/how-to/deploy-hosted-agent-code
  • https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles
  • https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles/privileged#role-based-access-control-administrator
  • https://learn.microsoft.com/en-us/azure/role-based-access-control/role-assignments-list-cli
  • https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/rbac-azure-ai-foundry

Format check

Each agent reads SKILL.md a little differently. We check the file against each one's published rules; we don't run the skill in any agent.

  • Agent Skills specPasses

    The open format from agentskills.io, held to what the strictest agents enforce, so one folder loads everywhere.

    • Note

      Anthropic's packaging script leaves these out: evals/. F8

      Fix: Delete them, or list them in .gitignore.

    • Note

      There is no license field, so readers can't tell whether they may reuse the skill. O2

      Fix: Add license: with an SPDX name such as MIT or Apache-2.0, or the name of a bundled licence file.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/azd-layout.md (185 lines), references/copilot-sdk-foundry.md (127 lines) and references/rbac-preflight.md (119 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • Claude CodePasses

    Claude Code reads its own extra fields, ignores unknown ones, and still loads a skill whose frontmatter is broken, without its fields.

    • Note

      Anthropic's packaging script leaves these out: evals/. F8

      Fix: Delete them, or list them in .gitignore.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/azd-layout.md (185 lines), references/copilot-sdk-foundry.md (127 lines) and references/rbac-preflight.md (119 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • Claude apps & API uploadPasses

    Uploading to claude.ai or the Claude API, or packaging with Anthropic's script, accepts only the six spec fields and stops on anything else.

    • Note

      Anthropic's packaging script leaves these out: evals/. F8

      Fix: Delete them, or list them in .gitignore.

    • Note

      The description is 654 characters. The claude.ai Help Center says 200 at most, though Anthropic's API docs and validator allow 1,024. D4

      Fix: If the claude.ai upload refuses it, trim the description to 200 characters.

    • Note

      Reference files over 100 lines with no table of contents at the top: references/azd-layout.md (185 lines), references/copilot-sdk-foundry.md (127 lines) and references/rbac-preflight.md (119 lines). B5

      Fix: Add a short list of the sections at the top of each.

  • OpenAI (Codex & API)Passes

    Codex finds SKILL.md by its exact name and needs a description; OpenAI's Skills API checks the frontmatter against the spec and caps uploads.

    • Note

      Anthropic's packaging script leaves these out: evals/. F8

      Fix: Delete them, or list them in .gitignore.

  • VS Code & CopilotPasses

    VS Code reads skills one folder below .github/skills, .claude/skills or .agents/skills and falls back to the folder name when the name is missing or differs; GitHub's Copilot docs require the exact name SKILL.md.

    • Note

      Anthropic's packaging script leaves these out: evals/. F8

      Fix: Delete them, or list them in .gitignore.

SKILL.md

Files

55 files

PathSize
SKILL.md (opens in a new tab)12.1 KB
assets/agents-md-rapid.md (opens in a new tab)1.1 KB
assets/agents-md-sdd.md (opens in a new tab)1.4 KB
assets/deployment-plan-template.md (opens in a new tab)3 KB
assets/devcontainer.json (opens in a new tab)800 B
assets/loop-template.md (opens in a new tab)1.3 KB
assets/spec-template.md (opens in a new tab)4 KB
evals/evals.json (opens in a new tab)94 KB
evals/fixtures/improve-history/.agentic-loop/runs/wr_101.json (opens in a new tab)2.4 KB
evals/fixtures/improve-history/.agentic-loop/runs/wr_117.json (opens in a new tab)2.4 KB
evals/fixtures/improve-history/.agentic-loop/runs/wr_123.json (opens in a new tab)1.6 KB
evals/fixtures/improve-history/AGENTS.md (opens in a new tab)1.4 KB
evals/fixtures/improve-history/docs/LOOP.md (opens in a new tab)2 KB
evals/fixtures/rapid-locked/.azure/deployment-plan.md (opens in a new tab)868 B
evals/fixtures/rapid-locked/.env (opens in a new tab)207 B
evals/fixtures/rapid-locked/AGENTS.md (opens in a new tab)1.2 KB
evals/fixtures/rapid-locked/README.md (opens in a new tab)1010 B
evals/fixtures/rapid-locked/gitignore (opens in a new tab)41 B
evals/fixtures/sdd-deployed/.agentic-loop/runs/wr_88.json (opens in a new tab)2.6 KB
evals/fixtures/sdd-deployed/.azure/deployment-plan.md (opens in a new tab)1.6 KB
Show 35 more
PathSize
evals/fixtures/sdd-deployed/AGENTS.md (opens in a new tab)1.4 KB
evals/fixtures/sdd-deployed/docs/spec.md (opens in a new tab)1.9 KB
evals/fixtures/sdd-deployed/docs/verify.md (opens in a new tab)374 B
evals/fixtures/sdd-paused/.agentic-loop/runs/wr_42.json (opens in a new tab)2.9 KB
evals/fixtures/sdd-paused/AGENTS.md (opens in a new tab)1.4 KB
evals/fixtures/sdd-paused/docs/LOOP.md (opens in a new tab)371 B
evals/fixtures/sdd-paused/docs/spec.md (opens in a new tab)1.9 KB
evals/fixtures/sdd-paused/docs/verify.md (opens in a new tab)322 B
evals/fixtures/sdd-paused/src/backend/routing.py (opens in a new tab)172 B
evals/fixtures/sdd-paused/tests/contract/test_routing.py (opens in a new tab)208 B
evals/fixtures/team-conventions/AGENTS.md (opens in a new tab)224 B
references/azd-layout.md (opens in a new tab)11.3 KB
references/build-skills-catalog.md (opens in a new tab)4.8 KB
references/check_rbac_preflight.py (opens in a new tab)18.9 KB
references/copilot-sdk-foundry.md (opens in a new tab)16.6 KB
references/copilot-sdk-with-toolbox.py (opens in a new tab)14.3 KB
references/deploy.md (opens in a new tab)4.4 KB
references/foundry-hosted-agent.md (opens in a new tab)6 KB
references/foundry-iq-grounding.md (opens in a new tab)6.8 KB
references/foundry-models.md (opens in a new tab)5.2 KB
references/foundry-toolbox.md (opens in a new tab)5.5 KB
references/hosted-integration-checkpoint.md (opens in a new tab)13.4 KB
references/implement.md (opens in a new tab)5.9 KB
references/implementation-contract.md (opens in a new tab)3.7 KB
references/improve.md (opens in a new tab)5 KB
references/observability.md (opens in a new tab)5.9 KB
references/rapid.md (opens in a new tab)8.9 KB
references/rbac-contract.md (opens in a new tab)9.9 KB
references/rbac-preflight.md (opens in a new tab)10.3 KB
references/reference-architecture.md (opens in a new tab)3.4 KB
references/run-skills-catalog.md (opens in a new tab)3.4 KB
references/sdd.md (opens in a new tab)11.1 KB
references/specify.md (opens in a new tab)4.4 KB
references/verify.md (opens in a new tab)5.3 KB
scripts/evals.mjs (opens in a new tab)22 KB

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