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rossoctl

14 indexed repositories · View on GitHub

rossoctl
Main rossoctl repo - installer, UI and docs

Python · 302 stars
context-guru
Context engineering manages an agentic system's context: persisting and efficiently retrieving conversations and trajectories for the pur...

Go · 54 stars
operator
Kubernetes operator for deploying and lifecycle management of Agents and Tools

Go · 18 stars
cortex
Repository for kagenti extensions projects

Go · 13 stars
examples
Sample Agents and Tools for Rossoctl platform

Python · 11 stars
workload-harness
A collection of tools for generating workloads against agents in rossoctl

Shell · 5 stars
aiac
AIAC lab — extracted from cortex/aiac (history preserved)

Python · 3 stars
agent-skills
Agent Skills for rossoctl org automation (link health, dependency scanning)

Shell · 1 star
.github
Project web site (formerly based on Hugo)

CSS · 1 star
serverless-harness
Run stateful AI coding agents serverless — scale to zero between turns, resume exactly where they left off.

TypeScript · 1 star
automation
Automated maintenance programs for rossoctl org (scanner/fixer pattern)

Shell · 1 star
rossoctl-cli
A CLI (command line interface) for rossoctl

Go · 0 stars
lab-data-governance
data governance provides a comprehensive solution for data visibility, risk, policies and enforcement across the platform. The epic will ...

Python · 0 stars
context-service

Go · 0 stars

Beginner friendly Everything

Open All

session.id_headers replaces the built-in default rather than extending it, so the --local config silently disables Bob grouping Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/cortex#1069 · Opened Sep 20, 2026
Feature: `abctl pipeline get` subcommand, to display the pipeline configuration Open

rossoctl/cortex#1068 · 1 assignee · Opened Sep 20, 2026
Feat: Group subagent sessions under their parent in abctl Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 55/100

rossoctl/cortex#1063 · 1 comment · Opened Sep 19, 2026
Feature: Usage graph for COST, and other small improvements to Usage screen Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 65/100

rossoctl/cortex#1060 · Opened Sep 19, 2026
Tool-output dedup marker is indistinguishable from genuine unchanged output right after an edit Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/context-guru#281 · Opened Sep 19, 2026
sandbox-relay: an in-stream ExecError returns a gRPC OK status, so a failed Exec counts as a success Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

rossoctl/serverless-harness#295 · Opened Sep 19, 2026
Flaky test: TestHandleUsage_LedgerBackedModelSeriesDisclosesWhatItLeavesOut races the cost-ledger writer goroutine Open

Difficulty 3/5 1-2 days Newbie friendliness 75/100

rossoctl/cortex#1057 · Opened Sep 18, 2026
feature: ability to distinguish Claude Code subagent traffic within abctl Open

enhancement high priority

rossoctl/cortex#1047 · 1 assignee · Opened Sep 17, 2026
Explore capture and portability for agent tools and skills Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/context-service#41 · Opened Sep 17, 2026
Explore contextctl sync with Serverless Harness workloads Open

Difficulty 5/5 Over a week Newbie friendliness 32/100

rossoctl/context-service#40 · Opened Sep 17, 2026
Aggregate cost renders $0.00 for positive sub-micro spend Open

Difficulty 3/5 1-2 days Newbie friendliness 75/100

rossoctl/cortex#1046 · Opened Sep 17, 2026
Bug: A timed-out or refused upstream request is not flagged as an error on any abctl screen Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 74/100

rossoctl/cortex#1045 · Opened Sep 17, 2026
Fold bundle-service and token-broker into the operator image so they ship in releases Open

enhancement Identity

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/operator#536 · 4 comments · Opened Sep 17, 2026
E13: root-cause E12's rung C@128 dropped connections — and the CPU-contention follow-up it opened Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#280 · Opened Sep 17, 2026
P4.1 long-term memory: caller identity resolves to run/session, not subject — memory can't be shared across sessions Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#278 · Opened Sep 17, 2026
P4.1: implement microVM egress transport (vsock → shared proxy) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/serverless-harness#277 · Opened Sep 17, 2026
E9: run the deployment-tier comparison — VM supervisor+mux vs Knative one-session-per-pod Open

Difficulty 5/5 Over a week Newbie friendliness 28/100

rossoctl/serverless-harness#276 · Opened Sep 17, 2026
E8: run VM density + saturation (both arms) and record the result Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#275 · Opened Sep 17, 2026
P4 microVM tier: per-`Exec` VM lifetime is finer-grained than the design needs — worth a separate architecture pass Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#274 · Opened Sep 17, 2026
Feedback: make dev-install fails in a sandboxed environment (misleading xcode-select error) Open

feedback laptop

rossoctl/cortex#1032 · 1 comment · 1 assignee · Opened Sep 17, 2026
cache_state: pre_expiry has no working configuration — cache_aware_summarizer ignores the key, and cannot run on Anthropic traffic at all Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

rossoctl/context-guru#275 · Opened Sep 17, 2026
:bug [UI] [Risk]: Risk Distribution is sometimes represented on two rows Open

risk

rossoctl/lab-data-governance#255 · 1 assignee · Opened Sep 17, 2026
Guard: enforce description neutrality — no approve/deny language in agentic descriptions or policy domain-knowledge Open

aiac area:agent area:library/idp area:policy

Difficulty 4/5 3-5 days Newbie friendliness 48/100

rossoctl/aiac#217 · 1 comment · Opened Sep 17, 2026
security: a gateway's cost header is trusted after a plausibility check, not authenticated Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/cortex#1027 · 1 comment · Opened Sep 16, 2026
feature: latency whiskers hide the slow requests — no max, p95 or p99, and the chart's top is the highest whisker Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

rossoctl/cortex#1026 · Opened Sep 16, 2026
feature: show every external destination the agent reaches — URL-level egress visibility Open

enhancement laptop

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/cortex#1022 · 1 comment · Opened Sep 16, 2026
feature: shadow a request against a second model to measure where the cheap model is good enough Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/cortex#1021 · Opened Sep 16, 2026
feature: route by task class — use a cheaper model when the prompt does not need an expensive one Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 30/100

rossoctl/cortex#1020 · Opened Sep 16, 2026
feature: transparent model and provider switching — continue a session across a limit, price or policy boundary Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

rossoctl/cortex#1019 · Opened Sep 16, 2026
feature: implement something like claude's session title Open

rossoctl/cortex#1018 · 3 comments · 1 assignee · Opened Sep 16, 2026
feature: AIAC v0.8 MVP documentation on rossoctl.dev Open

documentation

rossoctl/rossoctl#2566 · 1 assignee · Opened Sep 16, 2026
feature: AIAC concept documentation on rossoctl.dev Open

documentation

rossoctl/rossoctl#2565 · 1 assignee · Opened Sep 16, 2026
Feedback: [Sessions] Pipeline picker ID column confusing Open

feedback laptop

Difficulty 4/5 3-5 days Newbie friendliness 45/100

rossoctl/cortex#1008 · Opened Sep 16, 2026
CI: prompt-behavior (live-LLM) lane is not run in CI — elicitation regressions uncaught Open

enhancement

rossoctl/rossoctl#2563 · 1 assignee · Opened Sep 16, 2026
PRB: description-only user-role prohibitions lose durable denies after Door B removal (#2540) Open

enhancement

rossoctl/rossoctl#2562 · 1 comment · 1 assignee · Opened Sep 16, 2026
docs: ~~strikethrough~~ renders as literal tildes on two built pages (pymdownx.tilde absent), and enabling it would corrupt four ~figures Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

rossoctl/context-guru#272 · Opened Sep 16, 2026
Fix: github-pr-review reviews in a tree the PR author may own (caused data loss) Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 68/100

rossoctl/agent-skills#40 · Opened Sep 16, 2026
LOCA rig: readout resolved passes by a glob that cannot match, and the obvious fix silently aliases both arms Open

benchmark_specific bug priority: low

Difficulty 3/5 1-2 days Newbie friendliness 25/100

rossoctl/context-guru#269 · Opened Sep 16, 2026
LOCA rig: context clearing is ENABLED but has never fired, in any pass, even 30k over its trigger Open

benchmark_specific bug priority: low

Difficulty 4/5 3-5 days Newbie friendliness 45/100

rossoctl/context-guru#268 · Opened Sep 16, 2026
LOCA rig: 25% of sonnet responses truncate at max_tokens 4096, corrupting the next tool call Open

benchmark_specific bug priority: low

Difficulty 4/5 3-5 days Newbie friendliness 35/100

rossoctl/context-guru#267 · Opened Sep 16, 2026
Measure extract_llm_sweep on SWE-bench: does a removal pay when S and T are not thin? Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 38/100

rossoctl/context-guru#266 · Opened Sep 16, 2026
cachesplit's -34.1% result is described as general, but it only applies to Claude Code CLI traffic Open

documentation priority: low

Difficulty 2/5 1-3 hours Newbie friendliness 86/100

rossoctl/context-guru#263 · Opened Sep 16, 2026
Make local harness capture reference-based and materialize on checkpoints Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

rossoctl/context-service#34 · Opened Sep 15, 2026
P4 microVM tier: working memory cannot span a session's turns (workspace is keyed per run) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#267 · 2 comments · Opened Sep 15, 2026
P4: score sealed prediction 1 — sweep to an actual memory/process ceiling Open

Difficulty 5/5 Over a week Newbie friendliness 38/100

rossoctl/serverless-harness#262 · 1 comment · Opened Sep 15, 2026
P4: run E11 with a real model in the loop instead of synthetic Execs Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

rossoctl/serverless-harness#261 · 1 comment · Opened Sep 15, 2026
P4: standby-depth / replenishment-concurrency sweep to locate the true cause of the c=8 knee Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

rossoctl/serverless-harness#260 · 1 comment · Opened Sep 15, 2026
P4: worker-process parallelism — does N microvm-worker processes give N× throughput? Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

rossoctl/serverless-harness#259 · 1 comment · Opened Sep 15, 2026
P4: decompose resume (28.58 ms) and destroy (21.31 ms) into their sub-costs Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

rossoctl/serverless-harness#258 · 1 comment · Opened Sep 15, 2026
P4: measure real model think-time distribution to size the sandbox latency budget Open

Difficulty 4/5 3-5 days Newbie friendliness 48/100

rossoctl/serverless-harness#257 · 1 comment · Opened Sep 15, 2026

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