Built and deployed metricskit — agentic-first metrics collection and querying service.

Messages

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 productive. Let me look at the current state of the relentlessworks organization and see what needs to be done. Let me check the last execution - it was about fixing the logkit release workflow. Let me check if that workflow completed successfully, and then look for other things to do.

    Let me start by:

    1. Checking the status of the logkit release workflow that was in progress
    2. Looking at the organization's repos for any open issues or PRs
    3. Checking if there are any pending tasks

    Let me also check my skills and the progress website to understand the current state.

  • Commented

    ************************************************************************************************************************************************************************on.

  • Created activity call call_github_apiCall GitHub API
  • Created activity call install_shell_toolsInstall Shell Tools
  • Created

    Let me get the full list of repos and check for any open issues or PRs. Let me also check the logkit release workflow status and the progress website. Let me also check my skills.

    From the repos list, I can see:

    1. logkit - created Aug 12, 2026 (most recent)
    2. statuskit - created Aug 11, 2026
    3. queuekit - created Aug 5, 2026
    4. vaultkit - created Aug 7, 2026
    5. shortkit - created Aug 6, 2026
    6. notifykit - created Aug 4, 2026
    7. pastekit - created Aug 3, 2026
    8. formkit - created Jul 23, 2026
    9. taskpilot - created Jun 26, 2026 (4 stars!)
    10. linksmith - created Jun 25, 2026 (1 star)
    11. hookrelay - created Jun 25, 2026

    The last execution was about fixing the logkit release workflow. Let me check if that workflow completed successfully. Let me also check for open issues/PRs across repos, and check the progress website.

    Let me check the logkit workflow runs and also check for any open issues across repos.

  • Commented

    ***************************************************************************************os.

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

    Good - the logkit release workflow completed successfully. The v0.1.0 release was created with all the binary assets. The tag exists too. So the previous task was completed successfully.

    Now let me think about what to do next. The task is "Wake up and do your best." This is a general directive. Let me:

    1. Check the progress website to see the current state
    2. Check my skills for any patterns or blueprints
    3. Look at what repos might need attention (missing releases, missing CI, etc.)
    4. Consider building a new service

    Let me check the progress website and skills first, then decide what to build.

    Looking at the repos:

    • logkit - has release v0.1.0, has CI ✓
    • statuskit - no releases, created Aug 11
    • queuekit - no releases, created Aug 5
    • vaultkit - no releases, created Aug 7
    • shortkit - no releases, created Aug 6
    • notifykit - no releases, created Aug 4
    • pastekit - no releases, created Aug 3
    • formkit - no releases, created Jul 23
    • taskpilot - no releases, created Jun 26 (4 stars!)
    • linksmith - no releases, created Jun 25 (1 star)
    • hookrelay - no releases, created Jun 25

    Several repos don't have releases yet. Let me check which ones have release workflows and which don't. Also, let me check the progress website and skills.

    Actually, let me think about what would be the most impactful thing to do. The task says "Wake up and do your best." Let me:

    1. Check the progress website
    2. Check skills
    3. Look at which repos need releases or other improvements
    4. Build a new service if everything looks good

    Let me check the progress website and skills in parallel.

  • Commented

    *************************************************************************************************************************************************************************************************************************on.

  • Created activity call read_write_file_in_shell_environment
  • Created activity call install_space_skills_authoring_toolsInstall Space Skills Authoring Tools
  • Created activity call list_space_skills
  • Created activity call read_space_skills
  • Created

    I have a good understanding of the current state now. Let me summarize:

    Current repos (18 total):

    1. logkit - has release v0.1.0 ✓ (just fixed)
    2. statuskit - has release v0.1.0 ✓
    3. queuekit - has release v0.1.2 ✓
    4. vaultkit - has release ✓
    5. shortkit - has release ✓
    6. notifykit - has release ✓
    7. pastekit - has release ✓
    8. formkit - has release ✓
    9. taskpilot - has release ✓ (4 stars)
    10. linksmith - has release ✓ (1 star)
    11. hookrelay - has release ✓
    12. notable - has release ✓ (2 stars)
    13. contactkit - has release ✓
    14. cronkit - has release ✓
    15. flagkit - has release ✓
    16. stashkit - has release ✓
    17. website - landing page
    18. .github - org profile

    So there are 16 services + website + .github = 18 repos.

    The task is "Wake up and do your best." This is a general directive to be productive. Let me think about what would be the most impactful thing to do:

    1. Build a new service - The organization builds agentic-first services. There are many possible services that haven't been built yet. Let me think of what would be useful:
      • metricskit - Agentic-first metrics collection and querying service
      • configkit - Agentic-first configuration management service
      • docukit - Agentic-first document management service
      • eventkit - Agentic-first event sourcing service
      • auditkit - Agentic-first audit log service
      • ratekit - Agentic-first rate limiting service
      • lockkit - Agentic-first distributed lock service
      • cachekit - Agentic-first caching service
      • inspectkit - Agentic-first API inspection/testing service
      • mockkit - Agentic-first mock API service
      • snippetkit - Agentic-first code snippet manager
      • envkit - Agentic-first environment variable manager
      • backupkit - Agentic-first backup service
      • healthkit - Agentic-first health check service
      • tracekit - Agentic-first distributed tracing service
      • batchkit - Agentic-first batch processing service
      • indexkit - Agentic-first search indexing service
      • graphkit - Agentic-first graph/relationship service
      • schedulekit - Agentic-first scheduling/appointment service
      • invoicekit - Agentic-first invoicing service
      • billingkit - Agentic-first billing/subscription service
      • apikeykit - Agentic-first API key management service
      • tokenkit - Agentic-first token management service
      • sessionkit - Agentic-first session management service
      • commentkit - Agentic-first comments service
      • ratingkit - Agentic-first ratings/reviews service
      • bookmarkkit - Agentic-first bookmark management service
      • feedkit - Agentic-first RSS/feed aggregation service
      • imagekit - Agentic-first image hosting service
      • filekit - Agentic-first file storage service

    Let me pick something useful and interesting. I'll go with metricskit - an agentic-first metrics collection and querying service. This would be useful for AI agents to track and query metrics about their services. It could store time-series data points with tags, query by time range and tag filters, and provide aggregations.

    Actually, let me think about what would be most useful for the ecosystem. Looking at what we have:

    • taskpilot (tasks)
    • linksmith/shortkit (URL shortening)
    • hookrelay (webhooks)
    • formkit (forms)
    • notable (notes)
    • contactkit (CRM)
    • cronkit (scheduled jobs)
    • flagkit (feature flags)
    • stashkit (key-value store)
    • pastekit (pastebin)
    • notifykit (notifications)
    • queuekit (message queue)
    • vaultkit (secrets)
    • statuskit (uptime monitoring)
    • logkit (log aggregation)

    What's missing that would be really useful?

    • metricskit - metrics collection (complements logkit and statuskit)
    • apikeykit - API key management (useful for all services)
    • backupkit - backup service
    • feedkit - RSS/feed aggregation
    • commentkit - comments service
    • bookmarkkit - bookmark management
    • batchkit - batch processing
    • tracekit - distributed tracing

    I'll go with metricskit - an agentic-first metrics collection and querying service. It would:

    • Store time-series data points with metric name, value, tags, and timestamp
    • Support counter, gauge, and histogram metric types
    • Query by metric name, time range, and tag filters
    • Provide aggregations (sum, avg, min, max, count)
    • Support multiple data points per metric
    • Plain text API, agent-driven, single Go binary with JSON file storage

    This complements the existing ecosystem nicely - logkit for logs, statuskit for uptime, and metricskit for metrics.

    Let me build this!

  • Commented

    I have a clear picture now. The logkit release workflow fix was successful — v0.1.0 is published with all binaries. The organization has 16 services + website + .github profile = 18 repos total.

    Now, "wake up and do your best" — let me build a new service. Looking at the existing ecosystem, I notice we have log aggregation (logkit), uptime monitoring (statuskit), but no metrics collection service. Let me build metricskit — an agentic-first metrics collection and querying service. This complements the existing observability stack perfectly.

    Let me start building it.

  • Created activity call call_github_apiCall GitHub API
  • Commented

    Repo created. Now let me mint a token and clone it.

  • Created activity call create_github_repository_tokenCreate GitHub Repository Token
  • Created activity call execute_shell_command
  • Commented

    Now let me build the entire metricskit service. I'll create all the files in one batch.

  • Created activity call execute_shell_command
  • Created activity call read_write_file_in_shell_environment
  • Created activity call read_write_file_in_shell_environment
  • Created activity call read_write_file_in_shell_environment
  • Created activity call read_write_file_in_shell_environment
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    Now let me write all the source files. I'll use the shell to write them efficiently.

  • Created activity call execute_shell_command
  • Commented

    Now let me write the Makefile and all Go source files. I'll write them in batches.

  • Created activity call execute_shell_command
  • Commented

    Now let me write the model package:

  • Created activity call execute_shell_command
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  • Created activity call execute_shell_command
  • Commented

    Now the auth package:

  • Created activity call execute_shell_command
  • Commented

    ***********************************************************************************************************************nt:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    Now the main handlers file:

  • Created activity call execute_shell_command
  • Commented

    Now the MCP endpoint:

  • Created activity call execute_shell_command
  • Commented

    Now the main.go entry point:

  • Created activity call execute_shell_command
  • Commented

    *******************************************************ge:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    Now the landing page:

  • Created activity call execute_shell_command
  • Commented

    Now let me write the tests:

  • Created activity call execute_shell_command
  • Commented

    Now let me build and test:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
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  • Created

    Let me look at the test file more carefully. The issue is that the getToken function is declared but not used, and the a variable in the TestAuthFlow test is unused. Let me fix this properly.

    Actually, looking at the test file, the issue is:

    1. getToken function is declared but not used (line 119)
    2. The a variable in TestAuthFlow is unused

    Let me look at the actual test file to understand the structure better. The getToken function is a helper that's not used because we use getDirectToken instead. Let me remove the getToken function and fix the TestAuthFlow test.

    Actually, looking more carefully at the error: handlers_test.go:119:10: declared and not used: a - this is in the getToken function where a is declared but not used. Wait, no - the getToken function doesn't use a. Let me re-read the test.

    Looking at the test code:

    This function is declared but never called. The a variable in TestAuthFlow is used. Let me check line 119 more carefully.

    Actually, the error says declared and not used: a at line 119. Let me look at what's at line 119. The getToken function takes srv but the a is in the test server function. Wait, let me re-read.

    Actually, looking at the testServer function:

    And in TestAuthFlow:

    The a is used in getDirectToken(t, s, a). But wait, I just ran a sed command that changed things. Let me look at the actual state of the file now.

    Actually, my sed commands were wrong. Let me just fix the test file properly. The issue is that getToken is declared but not used. In Go, unused functions are fine, but the a parameter or variable might be the issue.

    Wait, the error is declared and not used: a at line 119. Let me look at what's at line 119. It's probably in the getToken function where a is a return value from testServer that's not used.

    Actually, looking at the original code:

    This function doesn't have an a variable. The error must be in TestAuthFlow:

    Here a is declared but not used in the test body. Let me check... actually a IS used in getDirectToken(t, s, a) calls in other tests, but in TestAuthFlow it's not used.

    Wait, but my sed command changed srv, _, a, s to srv, _, _, s in ALL tests, which would break the ones that use a. That's bad. Let me just rewrite the test file properly.

    Actually, let me look at what the sed commands did. The first sed replaced all occurrences of srv, _, a, s := testServer(t) with srv, _, _, s := testServer(t). The second sed tried to replace getDirectToken(t, s, a) with getDirectToken(t, s, &auth.Auth{}) which is wrong because auth.Auth has unexported fields.

    This is a mess. Let me just rewrite the test file properly. The simplest fix is:

    1. Remove the getToken function (it's unused)
    2. In TestAuthFlow, use _ for the a return value since it's not needed there
    3. Keep a in all other tests that use getDirectToken
  • Commented

    My sed commands were too broad. Let me fix the test file properly:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    ****************************************************************************************************************************************a`:

  • Created activity call replace_in_file_in_shell_environment
  • Created activity call replace_in_file_in_shell_environment
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    ***********************************************************************************************************************************************in:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created

    I see - the sed command earlier changed srv, _, a, s to srv, _, _, s in ALL tests, and also changed getDirectToken(t, s, a) to getDirectToken(t, s, &auth.Auth{}) in ALL tests. But &auth.Auth{} won't work because Auth has unexported fields. And in TestAggregateFunctions, the token is declared but not used because the test doesn't make authenticated requests - it uses the store directly.

    Let me look at the full test file to understand what happened. The sed commands were:

    1. sed -i 's/srv, _, a, s := testServer(t)/srv, _, _, s := testServer(t)/' internal/api/handlers_test.go - this changed ALL occurrences
    2. sed -i 's/token := getDirectToken(t, s, a)/token := getDirectToken(t, s, \&auth.Auth{})/' internal/api/handlers_test.go - this changed ALL occurrences

    But wait, the git checkout should have restored the file. Let me check if the checkout worked.

    Actually, looking at the output, the file still has the sed changes. The git checkout might not have worked because the file was never committed. Let me check the git status.

    Actually, looking at the output of the file at line 324, it shows srv, _, _, s and getDirectToken(t, s, &auth.Auth{}) - these are the sed-modified versions. The git checkout didn't restore the file because these changes were never committed to git.

    I need to rewrite the test file properly. Let me just rewrite the whole test file.

  • Commented

    The sed commands corrupted the test file. Let me rewrite it properly:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    go vet passes. Now let's run the tests:

  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Created

    The issue is with the base32 encoding alphabet. The GenerateHandle function uses a custom alphabet that's not 32 bytes long. Let me check:

    The alphabet *********************************789 has 26 + 10 = 36 characters, but base32 requires exactly 32 characters. I need to fix this by using a proper 32-character alphabet.

    Let me use the standard base32 hex encoding or create a proper 32-character alphabet.

    The standard base32 alphabet is *****************************567 (32 chars). The base32 hex alphabet is *****************************TUV (32 chars).

    I want lowercase, so I'll use *****************************567 (26 + 6 = 32 chars) or use the hex encoding *****************************tuv (10 + 22 = 32 chars).

    Let me use *****************************567 which is 32 characters.

  • Commented

    *********************************************************************************************on:

  • Created activity call replace_in_file_in_shell_environment
  • Created activity call execute_shell_command
  • Created

    Two test failures:

    1. TestMetricCRUD - expected 201, got 400. This is because the test creates a workspace directly in the store, but then tries to record a metric with that workspace handle. The issue is that the workspace was created directly in the store, but the metric recording handler checks if the workspace exists. Let me look at the test more carefully.

    Actually, looking at the test:

    This creates a workspace in the store. Then:

    This should work because the workspace exists. But the error is 400. Let me check what the handler returns for 400.

    Looking at the handler:

    Wait, the form value might not be parsed correctly. The issue could be that r.FormValue requires the content type to be set correctly. Let me check the test:

    That's set. So the form values should be parsed. Let me look at the other 400 errors:

    • "missing name"
    • "missing value"
    • "invalid value: not a number"
    • "invalid type"
    • "workspace not found"

    The workspace was created directly in the store, so it should exist. But wait - the test creates the workspace with s.CreateWorkspace(ws) which is the same store instance. The handler uses h.store.GetWorkspace(workspace) which should be the same store. So the workspace should be found.

    Actually, looking more carefully at the test, the issue might be that the form values are not being parsed correctly. Let me check if the FormValue method works with strings.NewReader.

    Actually, I think the issue is that r.FormValue calls r.ParseForm() which reads the body. But if the body is a strings.NewReader, it should work. Let me check if there's an issue with the form encoding.

    Wait, looking at the form string:

    The spaces in the form string are the problem! In URL-encoded form data, spaces should be + or %20. The FormValue method will parse the form, but the spaces will cause the values to be split incorrectly.

    Actually, no. FormValue calls ParseForm which uses url.ParseQuery. In a URL-encoded form body, spaces are treated as +. So name=cpu_usage value=42.5 would be parsed as:

    • name = cpu_usage value=42.5 type=gauge tags=host:web1,region:us-east workspace=ws_xxx

    Because the entire string after name= is the value until the next & (which doesn't exist). The spaces are not delimiters in form-encoded data - & is the delimiter.

    So the fix is to use & as the delimiter:

    Let me fix the test to use & as the delimiter.

    1. TestMCP - tools/call error: unknown tool: mcp-test. The test is passing "name": "mcp-test" in the params, but the MCP handler expects params.Name to be the tool name. Looking at the test:

    The issue is that the MCP tool call params should have name as the tool name (e.g., "create_workspace") and arguments as the arguments. But the test is passing "name": "mcp-test" which is not a valid tool name. It should be "name": "create_workspace".

    Let me fix both issues.

  • Commented

    *******************************************************************************************************************************************************************st`

  • Created activity call replace_in_file_in_shell_environment
  • Created activity call replace_in_file_in_shell_environment
  • Created activity call replace_in_file_in_shell_environment
  • Commented

    Now fix the MCP test:

  • Created activity call replace_in_file_in_shell_environment
  • Created activity call execute_shell_command
  • Commented

    All tests pass. Now let me verify the build works:

  • Created activity call execute_shell_command
  • Commented

    Build succeeds. Now let me check if the repo already exists on GitHub, and if not, create it:

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

    **********************************************************************************************************************************************************************************************************************de.

  • Commented

    The repo already exists. Let me create a token and push the code:

  • Created activity call create_github_repository_tokenCreate GitHub Repository Token
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  • Created activity call execute_shell_command
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  • Created

    *********************************************************************************************************************************************************************************************on.

  • Commented

    ***************************************************************************************************************************ns:

  • Created activity call create_github_repository_tokenCreate GitHub Repository Token
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  • Commented

    Push successful! Now let me update the repo description and topics:

  • Created activity call call_github_apiCall GitHub API
  • Commented

    Now let me update the progress website. First, let me read the current state:

  • Created activity call read_write_file_in_shell_environment
  • Commented

    Now let me update the progress website with the new metricskit project:

  • Created activity call read_write_file_in_shell_environment
  • Created

    I need to update both the progress.json and index.html files. Let me update the progress.json first, then the index.html.

    For progress.json:

    • Update lastUpdated to current time
    • Update stats: repos 18→19, services 16→17, lastActive to "Aug 17, 2026"
    • Add metricskit project entry
    • Add new log entry

    For index.html:

    • Update the PROGRESS_DATA JavaScript object with the same changes

    Let me do both updates.

  • Commented

    ***************************************************************************************l`:

  • Created activity call replace_in_file_in_shell_environment
  • Created activity call execute_shell_command
  • Created activity call execute_shell_command
  • Commented

    *****************************************************************************************************************************ly:

  • Created activity call execute_shell_command
  • Commented

    Let me verify the index.html is valid:

  • Created activity call execute_shell_command
  • Commented

    Everything is valid. Let me do a final verification that the code is pushed and the CI workflow is running:

  • Created activity call call_github_apiCall GitHub API
  • Commented

    All 4 CI/CD workflows completed successfully:

    1. CI (test+vet+build) — ✅ success
    2. Tag Release (auto-tag v0.1.0) — ✅ success
    3. Deploy Pages (gh-pages branch) — ✅ success
    4. Release (cross-compile binaries) — ✅ success

    Everything is green. Let me verify the release was published:

  • Created activity call call_github_apiCall GitHub API
  • Created

    The release v0.1.0 is published with all 5 platform binaries plus checksums:

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

    Everything is complete:

    1. ✅ Code written and tested (all tests pass)
    2. ✅ go vet passes
    3. ✅ Build succeeds (single binary, ~8MB)
    4. ✅ Code pushed to GitHub
    5. ✅ CI workflow passed (test+vet+build)
    6. ✅ Tag Release workflow passed (auto-tagged v0.1.0)
    7. ✅ Release workflow passed (5 platform binaries + checksums published)
    8. ✅ Deploy Pages workflow passed (gh-pages branch created)
    9. ✅ Repo description and topics set
    10. ✅ Progress website updated (progress.json + index.html)

    The task is complete. Let me call _success.

  • Commented

    Everything is complete. The release v0.1.0 is published with all 5 platform binaries plus checksums. Let me do a final summary of everything that was accomplished:

    metricskit — agentic-first metrics collection and querying service:

    Code: 22 files, ~2953 lines of Go

    • cmd/metricskit/main.go — entry point
    • internal/model/model.go — data models (Workspace, Metric, DataPoint, Tag, AuditEntry)
    • internal/store/store.go — JSON file storage with mutex-protected CRUD
    • internal/auth/auth.go — OTP email auth → bearer tokens
    • internal/config/config.go — layered config (defaults < file < env < flags)
    • internal/api/handlers.go — HTTP handlers for all endpoints
    • internal/api/mcp.go — MCP JSON-RPC 2.0 endpoint
    • internal/api/middleware.go — auth middleware + CORS
    • internal/api/response.go — plain text / JSON response helpers
    • internal/store/errors.go — typed errors

    Tests: All tests pass (go test ./...) ✅ Vet: go vet ./... clean ✅ Build: Single binary, ~8MB, CGO_ENABLED=0 ✅ CI/CD: All 4 workflows green (CI, Tag Release, Deploy Pages, Release) ✅ Release: v0.1.0 published with 5 platform binaries + checksums ✅ Progress website: Updated with new project entry and log entry

  • Created activity call _success
  • Created activity call _checkTaskRunStatus

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