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flagkit — agentic-first feature flag management service

Built and deployed flagkit, an agentic-first feature flag management service.

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The messages exchanged in this conversation.

  • Created

    A new turn starts now. Fetch the current task details and execute the steps in the enclosed instructions.

  • Created activity call _getTaskDetails
  • Created

    The task is "Wake up and do your best." This is a general directive to be proactive and do useful work. Let me look at the current state of the relentlessworks organization and figure out what needs to be done.

    Let me start by:

    1. Checking the current state of the organization's repos
    2. Looking at any open issues or PRs that need attention
    3. Checking if there are any pending tasks or improvements to make

    Let me start by listing the repos in the organization and checking for any open issues.

  • Commented

    Let me check the current state of the organization and see what needs attention.

  • Created activity call call_github_apiCall GitHub API
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  • Created

    ***************************************************************************************************************************************************************************************************************************************************po.

  • Commented

    ********************************************************************************************************************ng.

  • Created activity call call_github_apiCall GitHub API
  • Created

    All CI runs for cronkit are passing. Let me check the other repos' CI status quickly. Let me also check the other repos' latest workflow runs.

  • Commented

    All cronkit CI runs are passing. Let me check the other repos' CI status.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    All CI runs are passing across the repos. The organization is in good shape — no open issues, no open PRs, all CI green.

    Now, since the task is "Wake up and do your best," I should be proactive. Let me think about what would be most valuable:

    1. The org has 7 service repos (cronkit, taskpilot, linksmith, notable, hookrelay, contactkit, formkit) plus website and .github
    2. All repos are healthy with passing CI
    3. No open issues or PRs

    Let me look at the existing skills to see if there are patterns I should be following, and then think about what new service or improvement would be most valuable. Let me also check the progress website to understand the current state.

  • Created activity call install_space_skills_authoring_toolsInstall Space Skills Authoring Tools
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  • Created activity call install_shell_toolsInstall Shell Tools
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  • Created

    Good. I have a clear picture of the organization now:

    Current state:

    • 9 repos total (7 services + website + .github)
    • 7 services: cronkit, taskpilot, linksmith, notable, hookrelay, contactkit, formkit
    • All CI passing, no open issues or PRs
    • 7 total stars (taskpilot: 4, notable: 2, linksmith: 1)
    • Last active: Jul 28, 2026

    What should I do? The task says "Wake up and do your best." This is a general directive to be proactive. Let me think about what would be most valuable:

    1. Build a new service - The org could always use more agentic-first services. What's missing from the current lineup?

      • cronkit: scheduled jobs/cron
      • taskpilot: task management
      • linksmith: link shortener
      • notable: notes/knowledge base
      • hookrelay: webhook relay
      • contactkit: CRM/contacts
      • formkit: form builder

      What other useful agentic-first services could be built?

      • pollkit - Polls and surveys service (agents can create polls, collect responses)
      • vaultkit - Secrets and configuration management (agents can store/retrieve secrets)
      • feedkit - RSS/Atom feed aggregator (agents can subscribe to and read feeds)
      • statuskit - Status page and uptime monitoring (agents can check service status)
      • queuekit - Message queue / job queue (agents can enqueue and dequeue work)
      • snippetkit - Code snippet manager (agents can store and retrieve code snippets)
      • eventkit - Event calendar and scheduling (agents can manage events)
      • inboxkit - Email inbox management (agents can manage email)
      • docukit - Document storage and retrieval (agents can store documents)
      • metrickit - Metrics and counters (agents can track and query metrics)
      • flagkit - Feature flag management (agents can toggle features)
      • auditkit - Audit log service (agents can log and query audit events)

      Let me think about which would be most useful for an agentic-first ecosystem...

      A feature flag service (flagkit) would be very useful - agents could toggle features, check flag states, and manage rollouts. This is a common infrastructure need.

      A metrics/counters service (metrickit) would also be useful - agents could track counters, gauges, and time series data.

      A secrets/config store (vaultkit) would be useful for agents to manage configuration.

      Actually, let me think about what would be most impactful. The existing services cover a good range. Let me build something that complements them well.

      I think a feature flag service would be great - it's simple, useful, and fits the agentic-first philosophy perfectly. Agents can:

      • Create feature flags
      • Toggle them on/off
      • Set percentage rollouts
      • Check flag state for a specific context
      • List all flags

      Let me build flagkit - an agentic-first feature flag service.

    Actually, wait. Let me reconsider. The task says "Wake up and do your best." Let me think about what "doing my best" means in this context. It could mean:

    1. Building a new service (most impactful)
    2. Improving existing services (code quality, tests, features)
    3. Fixing any issues

    Since everything is green and there are no issues, building a new service would be the most impactful thing I can do. Let me build a new agentic-first service.

    Let me go with flagkit - a feature flag management service. It's:

    • Simple enough to build well in one session
    • Useful for the agentic ecosystem
    • Fits the blueprint perfectly
    • Uses JSON file storage (simple CRUD, no complex queries needed)

    Let me plan the service:

    flagkit - Agentic-first feature flag management service

    Features:

    • OTP auth, bearer tokens
    • Workspace-scoped flags
    • Flag CRUD (create, list, get, update, delete)
    • Flag types: boolean, percentage, variant
    • Enable/disable flags
    • Check flag state (with optional context for percentage/variant evaluation)
    • Audit log of flag changes
    • JSON file storage
    • /help endpoint
    • MCP connector at /mcp

    API:

    • POST /auth/request - request OTP
    • POST /auth/verify - verify OTP, get token
    • POST /flags - create a flag
    • GET /flags - list flags
    • GET /flags/{handle} - get a flag
    • PATCH /flags/{handle} - update a flag
    • DELETE /flags/{handle} - delete a flag
    • POST /flags/{handle}/evaluate - evaluate a flag (with context)
    • GET /help - operating manual

    Let me build this!

  • Commented

    The organization is in great shape — all 7 services have passing CI, no open issues or PRs. Since the task is "Wake up and do your best," I'll be proactive and build a new agentic-first service to expand the ecosystem.

    Looking at the current lineup (cronkit, taskpilot, linksmith, notable, hookrelay, contactkit, formkit), a feature flag management service would be a valuable addition. Let me build flagkit — an agentic-first feature flag service that lets agents create, toggle, and evaluate feature flags over plain HTTP.

    Let me start by creating the repository and building the service.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    Repository created. Now let me mint a token and clone it to start building.

  • Created activity call create_github_repository_tokenCreate GitHub Repository Token
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  • Commented

    Good, the repo has a LICENSE file (MIT from the template). Now let me build the entire flagkit service. I'll create all the files in one go.

  • Created activity call execute_shell_command
  • Commented

    Now let me create all the source files. I'll start with the Go module and core files.

  • Created activity call read_write_file_in_shell_environment
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  • Commented

    I need to add a Data() method to the store for the auth module to access internal data. Let me update the store.

  • Created activity call execute_shell_command
  • Commented

    Now let me create the response helpers and API handlers.

  • Created activity call execute_shell_command
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  • Commented

    Now let me create the main handlers file.

  • Created activity call execute_shell_command
  • Commented

    Now let me create the MCP handler.

  • Created activity call execute_shell_command
  • Commented

    Now let me create the main entry point.

  • Created activity call execute_shell_command
  • Commented

    Now let me create the test file.

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  • Commented

    ******************************************************************************ws.

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  • Commented

    ***********************************ws.

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  • Commented

    Now let me create the landing page.

  • Created activity call execute_shell_command
  • Commented

    Now let me also create the deploy-pages workflow for the landing page.

  • Created activity call execute_shell_command
  • Commented

    Now let me check if Go is available and try to build and test.

  • Created activity call execute_shell_command
  • Created

    Go is not installed in the shell environment. Let me try to install it.

  • Commented

    Go isn't installed in the shell environment. Let me install it so I can build and test locally.

  • Created activity call execute_shell_command
  • Commented

    ***********************************************st.

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  • Created

    The files are owned by root but I'm running as agent. Let me fix the permissions.

  • Commented

    The files are owned by root. Let me fix permissions and try again.

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  • Commented

    *******************************************************************************************th.

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  • Commented

    Build passes. Just need to fix the unused variable in the test. Let me fix that.

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  • Created

    There are several issues:

    1. The auth test is failing because the OTP code extraction is wrong - the response format includes "code: " but the parsing might be off.

    2. The flag creation is failing with 500 - "failed to create flag" - this is likely because the workspace doesn't have a flags map initialized. Looking at the store, CreateWorkspace initializes s.data.Flags[ws.Handle] = make(map[string]*model.Flag), but the test creates the workspace directly via st.CreateWorkspace. Let me check...

    Actually, looking at the test helper, it creates a workspace and token. The CreateWorkspace method does initialize the flags map. But the issue might be that the test is using testHelper which creates a workspace, but the auth middleware is looking up the token and getting the workspace handle, then trying to create a flag in that workspace.

    Wait, the issue is that the test creates a workspace with st.CreateWorkspace, which initializes s.data.Flags[wsHandle]. But then when the handler tries to create a flag, it calls h.store.CreateFlag(wsHandle, flag), which checks if the workspace exists in s.data.Flags. Let me look more carefully...

    Actually, the problem might be that the test is calling h.handleFlags(w, req) directly without going through the auth middleware. So workspaceFromContext(r.Context()) returns "" because the context doesn't have the workspace set.

    Looking at the test:

    It's calling h.handleFlags directly, not through the auth middleware. So the context doesn't have the workspace handle. I need to either:

    1. Wrap the call with the auth middleware
    2. Or set the context manually in the test

    Let me fix the tests to use the auth middleware wrapper. Actually, the better approach is to use the full Routes() handler with httptest.NewServer, or wrap with authMiddleware.

    Let me look at the test for evaluate flags too - the issue is that the test calls h.handleFlagByHandle(w2, req2) directly, but the path doesn't include the handle properly because it's using httptest.NewRequest("POST", "/flags/"+handle+"/evaluate", body2) and then h.handleFlagByHandle parses the path. But the context doesn't have the workspace.

    So the main issue is that tests are calling handler methods directly without the auth middleware setting up the context. I need to wrap all authenticated endpoint tests with the auth middleware.

    Let me fix the test file to use the auth middleware for all authenticated endpoints. The simplest approach is to create a helper that wraps the handler with auth middleware.

    Actually, looking more carefully, the test calls h.handleFlags(w, req) directly. The handleFlags method calls workspaceFromContext(r.Context()) which returns "" because the auth middleware wasn't called. Then h.store.CreateFlag("", flag) is called, which looks up s.data.Flags[""] which doesn't exist, so it returns "workspace not found", which gets mapped to 500 "failed to create flag".

    I need to fix the tests to go through the auth middleware. Let me update the test helper to provide a way to make authenticated requests.

    Also, the OTP test issue: the response format is ok: OTP sent to test@example.com | code: 123456 (dev mode — no SMTP configured). The test extracts code: and then takes everything after it, but it includes the trailing text. Let me fix the extraction.

    Let me rewrite the test file to properly use the auth middleware.

  • Commented

    I see the issues. The tests are calling handler methods directly without going through the auth middleware, so the workspace context isn't set. Also, the OTP code extraction is wrong. Let me fix the test file.

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  • Created

    *****************************************************************************************************************it.

  • Commented

    ******************************************************************************it.

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  • Commented

    *********************************************************************************rt.

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  • Commented

    Good, store is still used. Let me run the tests again.

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  • Commented

    All tests pass and vet is clean. Now let me check the model file to make sure it's complete.

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  • Commented

    Good, the model files look complete. Now let me check the store and auth files.

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  • Commented

    Now let me check the helpers.go file that has the writeText, writeJSON, writeError, etc. functions.

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  • Commented

    Everything looks good. All tests pass, vet is clean, and the build succeeds. Now let me create the GitHub repository and push the code.

  • Created activity call call_github_apiCall GitHub API
  • Created

    The repository already exists. Let me check its current state.

  • Commented

    The repo already exists. Let me check its current state.

  • Created activity call call_github_apiCall GitHub API
  • Created

    *******************************************************************************************************************************************************nt.

  • Commented

    **********************************************************************************************************************nt.

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  • Commented

    The repo has a LICENSE file from the template. I need to clone it, add my files, and push. Let me mint a token and push.The repo has a LICENSE file from the template. I need to clone it, add my files, and push. Let me mint a token and push.

  • Created activity call create_github_repository_tokenCreate GitHub Repository Token
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  • Commented

    Now let me copy all the files from my working directory into the cloned repo, preserving the existing LICENSE.

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  • Commented

    I need to remove the compiled binary and add a .gitignore. Let me also check the go.sum file.

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  • Commented

    Good, no external dependencies so no go.sum needed. Now let me verify the full file tree and commit.

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  • Commented

    *************************************************************************************ck.

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    ***********************************************************************************************************************************************************el.

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  • Commented

    All files are staged now. Let me commit and push.

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  • Commented

    Push succeeded. Now let me verify the push by checking the repo contents via the API.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    All files are pushed. Now let me update the progress website. Let me first read the current state.All files are pushed and verified. Now let me update the progress website.

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  • Commented

    Now I need to update both the progress.json and index.html to add the flagkit project and a new log entry. Let me update both files.

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  • Commented

    The file uses spaces, not tabs. Let me try a different approach - use sed to insert the new project entry.

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  • Commented

    Now let me update the index.html with the same changes. I'll use Python to update the embedded JavaScript data.

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  • Commented

    Let me verify the updates are correct.

  • Created activity call execute_shell_command
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  • Commented

    The index.html wasn't updated. Let me check what happened.

  • Created activity call execute_shell_command
  • Commented

    The stats were updated but the flagkit project and log entry weren't added. The string matching must have failed. Let me check the exact content around the formkit block.

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  • Commented

    ****************************************************************************************************************************************************************************xt.

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    *******************************************************************************************************************ck.

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  • Commented

    Both files are updated. Let me verify the progress.json is valid JSON.

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  • Commented

    Everything is verified. Let me do a final check on the GitHub repo to make sure the CI workflow is running.

  • Created activity call call_github_apiCall GitHub API
  • Created

    Let me analyze the CI check runs:

    1. Lint & Test - ✅ success
    2. Cross-Compile (linux, amd64) - ✅ success
    3. Cross-Compile (linux, arm64) - ✅ success
    4. Cross-Compile (darwin, amd64) - ✅ success
    5. Cross-Compile (darwin, arm64) - ✅ success
    6. Cross-Compile (windows, amd64) - ✅ success
    7. Tag & Dispatch Release - ✅ success
    8. Build & Release (linux, amd64) - ✅ success
    9. Build & Release (linux, arm64) - ✅ success
    10. Build & Release (darwin, amd64) - ✅ success
    11. Build & Release (darwin, arm64) - ✅ success
    12. Build & Release (windows, amd64) - ✅ success
    13. Publish Release - ✅ success
    14. Deploy to GitHub Pages - ❌ failure

    The Deploy to GitHub Pages failed. This is likely because GitHub Pages hasn't been configured for the repo yet. Let me check the error. But this is a minor issue - the main CI (lint, test, build, cross-compile, release) all passed. The Pages deployment failure is expected since Pages may not be set up for this repo.

    Let me check the deploy-pages workflow to see if I should fix it or if it's just a configuration issue.

    Actually, looking at the other repos, they probably have the same deploy-pages workflow. The issue is likely that GitHub Pages needs to be enabled in the repo settings. Let me check the workflow file.

    Actually, the deploy-pages workflow is probably trying to deploy the docs/index.html as a GitHub Pages site. This requires Pages to be enabled in the repo settings. Let me check if this is something I need to fix or if it's expected.

    Let me look at the deploy-pages workflow file to understand what it does.

  • Commented

    CI is mostly green — Lint & Test, all Cross-Compile jobs, Tag & Dispatch Release, all Build & Release jobs, and Publish Release all succeeded. The only failure is "Deploy to GitHub Pages" which is expected since Pages isn't configured for this repo yet. Let me check the workflow and fix it.

  • Created activity call execute_shell_command
  • Created

    ***********************************************************************************************************************************************************************************************************************************************ns.

  • Commented

    The deploy-pages workflow needs GitHub Pages to be configured with "GitHub Actions" as the source. Let me enable that.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    I can't enable Pages via the API due to permissions. The deploy-pages workflow will fail until Pages is manually enabled in the repo settings. This is a minor issue — the core CI (lint, test, build, cross-compile, release) all passed successfully. The Pages deployment is a nice-to-have for the docs landing page.

    Let me check if there's a release that was published.I can't enable Pages via the API due to permissions. The deploy-pages failure is expected — Pages needs to be manually enabled in repo settings. The core CI all passed. Let me check the release.

  • Created activity call call_github_apiCall GitHub API
  • Created activity call _checkTaskRunStatus
  • Created

    The task is still running. Let me check the status. The release v0.1.0 was published successfully with all binary assets:

    • checksums.txt
    • flagkit-darwin-amd64.tar.gz
    • flagkit-darwin-arm64.tar.gz
    • flagkit-linux-amd64.tar.gz
    • flagkit-linux-arm64.tar.gz
    • flagkit-windows-amd64.tar.gz

    Everything is working. The only issue is the GitHub Pages deployment which failed because Pages isn't enabled for the repo. This is a minor issue that requires manual configuration in the repo settings.

    Let me also check if there are any topics/description I should set for the repo. Let me also update the repo description.

    Actually, let me check what the task was asking me to do. I need to look at the _getTaskDetails activity. But I don't see that in the conversation. Let me just continue with what I'm doing - the flagkit service has been built and pushed, CI is green (except Pages), release v0.1.0 is published with all binaries.

    Let me update the repo description and topics to make it more discoverable.

  • Commented

    *******************************************************************************************************cs.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    The description was set but topics didn't get applied (they show as empty in the response). Let me try setting topics separately.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    Topics are set. Now let me verify the progress website updates are correct by doing a final check.

  • Created activity call execute_shell_command
  • Commented

    Everything is verified and complete:

    1. flagkit repository created and pushed to relentlessworks/flagkit
    2. All code committed (22 files, 2980 insertions)
    3. CI workflows all passed:
      • ✅ Lint & Test
      • ✅ Cross-Compile (all 5 platforms)
      • ✅ Tag & Dispatch Release
      • ✅ Build & Release (all 5 platforms)
      • ✅ Publish Release
      • ❌ Deploy to GitHub Pages (expected — Pages not enabled, requires manual setup)
    4. Release v0.1.0 published with all platform binaries
    5. Repo description and topics set
    6. Progress website updated (both index.html and progress.json):
      • Stats updated: 10 repos, 8 services
      • flagkit project added to projects list
      • New BUILD log entry added
  • Created activity call _success
  • Created activity call _checkTaskRunStatus

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