fagan
Spend tokens on judgment, not typing. An MCP-native autonomous SDLC pipeline: frontier models plan and review, local models implement — engineering discipline on a $20/month budget.
Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
REPO_ROOTMLX_SERVER_MODEL_PATHMLX_SERVER_PORTMLX_SERVER_PYTHONMLX_PROMPT_CACHE_SIZEMLX_PROMPT_CACHE_BYTESMLX_PROMPT_CONCURRENCYMLX_HEALTHCHECK_TIMEOUT_SECONDSMLX_MEMORY_LIMIT_MBPIPELINE_CLAUDE_ALLOW_PROVIDER_ENVPIPELINE_LOCAL_REVIEW_PROACTIVE_TRIM_THRESHOLDPIPELINE_LOCAL_ENDPOINTPIPELINE_LOCAL_NUM_CTXPIPELINE_LOCAL_DISPATCH_TIMEOUT_SECONDSPIPELINE_LOCAL_MAX_STEPSPIPELINE_LOCAL_TEMPERATUREPIPELINE_LOCAL_REVIEW_MAX_STEPSPIPELINE_LOCAL_CHAT_MAX_ATTEMPTSPIPELINE_LOCAL_CHAT_RETRY_BACKOFFPIPELINE_CLOUD_MAX_STEPSPIPELINE_LOCAL_MIN_FREE_MEMORY_MBPIPELINE_CHAT_API_BASEPIPELINE_CHAT_MAX_TURNSFAILURE_MODES_DATASET_PATHPIPELINE_AGENT_HARNESSPIPELINE_LOCAL_PROVIDERMLX (=mlx) — Apple Silicon only. Local dispatchPIPELINE_LOCAL_MODEL_DEFAULTPIPELINE_CLOUD_NUM_CTXPIPELINE_LOCAL_THINKPIPELINE_SKIP_ENV_FILEPIPELINE_BACKEND_DISPATCHollama opts the dispatch role into Ollama.PIPELINE_REWORK_ON_CI_FAILPIPELINE_MERGE_CI_GATEPIPELINE_MERGE_CI_TIMEOUTPIPELINE_MERGE_BUILD_GATEPIPELINE_REVERIFY_FULL_SUITEPIPELINE_PLAN_LOCK_REACQUIRE_TIMEOUT_SECONDSPIPELINE_AUTONOMYStart with =dry-run (plans and logs only, nothing isPIPELINE_RISK_THRESHOLDPIPELINE_DEFAULT_MODELPIPELINE_PAUSE_THRESHOLDPIPELINE_RESUME_THRESHOLDPIPELINE_WEEK_PAUSE_THRESHOLDPIPELINE_WEEK_RESUME_THRESHOLDPIPELINE_USAGE_STALE_AFTER_SECONDSPIPELINE_WEDGE_SCAN_ENABLEDPIPELINE_WEDGE_STALE_ACTIVITY_SECONDSPIPELINE_WEDGE_NOTIFY_COOLDOWN_SECONDSPIPELINE_DAILY_REQUEST_THRESHOLDPIPELINE_WEEKLY_REQUEST_THRESHOLDUSAGE_BLIND_PAUSE_AFTER_SECONDSUSAGE_BLIND_LOG_INTERVALPIPELINE_MAX_CONCURRENT_AGENTSPIPELINE_MERGE_MAX_ATTEMPTSPIPELINE_DISPATCH_MAX_ATTEMPTSPIPELINE_DISPATCH_STARTUP_GRACE_SECONDSPIPELINE_DISPATCH_WATCHDOG_SECONDSPIPELINE_DISPATCH_STALE_ACTIVITY_SECONDSPIPELINE_STEP_CAP_FALLBACK_THRESHOLDPIPELINE_INFRA_FAILURE_FALLBACK_THRESHOLDPIPELINE_LOCAL_MAX_RISKPIPELINE_REWORK_MAX_ATTEMPTSPIPELINE_REWORK_MAX_ATTEMPTS_ORACLEPIPELINE_REWORK_MAX_ATTEMPTS_ESCALATEDPIPELINE_REWORK_MAX_ATTEMPTS_NO_COMMITPIPELINE_REVIEW_INCONCLUSIVE_MAXPIPELINE_PLANE_MAX_ATTEMPTSPIPELINE_REVIEWER_AUTO_FIXPIPELINE_REVIEWER_AUTO_FIX_MAX_FILESPIPELINE_REVIEWER_AUTO_FIX_MAX_LINESPIPELINE_REVIEWER_INLINE_DIFF_MAX_CHARSPIPELINE_SCHEDULER_PLIST_PATHPIPELINE_CLAUDE_JSON_PATHPIPELINE_DECOMPOSE_SCRATCHPADPIPELINE_CORRELATION_IDPIPELINE_ESCALATION_BACKENDPIPELINE_ESCALATION_MODELPIPELINE_AUTO_ESCALATEPIPELINE_REMOTE_EXEC_HOSTPIPELINE_REMOTE_SYNC_ROOTLOCAL_AGENT_RESUME_TRANSCRIPT_PATHLOCAL_AGENT_EVICT_HEAD_CHARSLOCAL_AGENT_EVICT_KEEP_RECENTLOCAL_AGENT_DIGEST_MAX_CHARSPIPELINE_NOTIFY_EMAIL_ENABLEDPIPELINE_NOTIFY_EMAIL_HOSTPIPELINE_NOTIFY_EMAIL_TOPIPELINE_NOTIFY_EMAIL_USERPIPELINE_NOTIFY_EMAIL_PASSWORDPIPELINE_NOTIFY_EMAIL_FROMPIPELINE_NOTIFY_EMAIL_PORTPIPELINE_NOTIFY_EMAIL_TIMEOUTPLAN_DIRthat never touches your real plans.WORKTREE_ROOTAGENTS_DIROVERLORD_POLICYUSAGE_STATE_PATHPIPELINE_NOTIFICATIONS_MAX_BYTESPIPELINE_NOTIFICATIONS_KEEPPIPELINE_LOCAL_PLANNER_MODELPIPELINE_REBRIEF_TEST_RERUNPIPELINE_BACKEND_DIAGNOSISPIPELINE_TRIAGE_SUITE_PROBEPIPELINE_LOCAL_REVIEW_MODELPIPELINE_REVIEW_FALLBACKPIPELINE_REVIEW_FALLBACK_AFTERPIPELINE_SANDBOX_IMAGEPIPELINE_ROLE_CALL_TIMEOUT_SECONDSPIPELINE_SCHEDULER_INTERVAL_Sdefault reconcile sweep interval (default 60 seconds).PIPELINE_SCHEDULER_HEALTH_PATHoptional path where the daemon writes its health JSON each iteration.PIPELINE_STATE_DIRPIPELINE_REVIEW_ON_ACCEPTANCE_FAILPLANE_BASEPLANE_API_KEYPLANE_WORKSPACEPLANE_PROJECTPIPELINE_TICKET_PROVIDERPIPELINE_AUTO_TRIAGEPIPELINE_TRIAGE_SUITE_TIMEOUTLOCAL_AGENT_SYSTEMLOCAL_AGENT_TASKLOCAL_AGENT_TRANSCRIPT_PATHLOCAL_AGENT_RESUME_APPEND_CONTENTLOCAL_AGENT_MODELLOCAL_AGENT_ENDPOINTLOCAL_AGENT_PROVIDERPIPELINE_TRANSPORT_NUM_CTXLOCAL_AGENT_TIMEOUTPIPELINE_TRANSPORT_MAX_STEPSLOCAL_AGENT_REWORK_FULL_SUITELOCAL_AGENT_FULL_SUITE_DONE_BARLOCAL_AGENT_NO_TOOL_CAPLOCAL_AGENT_REWORK_SUITE_REJECT_CAPPIPELINE_TRANSPORT_TEMPERATURELOCAL_AGENT_THINKLOCAL_AGENT_BASH_TIMEOUT_SECONDSLOCAL_AGENT_READ_SILENCE_SECONDSLOCAL_AGENT_CONNECT_TIMEOUT_SECONDSLOCAL_AGENT_CHAT_MAX_ATTEMPTSLOCAL_AGENT_CHAT_RETRY_BACKOFFLOCAL_AGENT_READ_HEAVY_WINDOWLOCAL_AGENT_READ_HEAVY_DISTINCT_WINDOWSLOCAL_AGENT_NET_PROGRESS_MAX_STEPSLOCAL_AGENT_SCRATCHPAD_NUDGE_STEPSLOCAL_AGENT_PROACTIVE_TRIM_THRESHOLDLOCAL_AGENT_STR_REPLACE_FAIL_ESCALATE_AFTERLOCAL_AGENT_PARK_ENABLEDLOCAL_AGENT_CHURN_MAX_EDITSLOCAL_AGENT_ACCEPTANCELOCAL_AGENT_RECOVERY_BACKOFF_SECONDSTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
26/26 tools missing one or more hints — check_usage (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_role_config (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_effective_config (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +23 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Secrets stay with their owner
1 secret sent to a request target we could not resolve (PLANE_API_KEY → dynamic) — often a configured endpoint, not necessarily third-party
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.
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