KrakenNet/stargraph

Add unit tests for CLI input-parsing helpers (parse_inputs / _coerce) about 7 hours ago

good first issue help wanted P3 size/XS area/cli tech-debt test

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add `/healthz` and `/readyz` health probe endpoints to `stargraph serve` 3 months ago

enhancement good first issue help wanted P2 size/S area/serve

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add `stargraph runs` CLI to list runs from the local checkpoint DB 3 months ago

enhancement good first issue help wanted P2 size/S area/cli

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Remove 4 dead sub-catalog links in demos/CATALOG.md 3 months ago

documentation good first issue help wanted P3 size/XS area/docs area/demos

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add a unit test for the pure helper _coerce_metadata in nodes/retrieval.py 3 months ago

good first issue help wanted P3 size/XS area/runtime tech-debt test

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add unit tests for stargraph run summary helpers (_fmt_duration, _is_default, _is_artifact_field) 3 months ago

good first issue help wanted P3 size/XS area/cli tech-debt test

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add unit tests for the untested parse_inputs_for_model CLI helper 3 months ago

good first issue help wanted P3 size/S area/cli tech-debt test

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add runnable examples/hello.yaml smoke graph referenced by getting-started and README 3 months ago

documentation good first issue help wanted P2 size/XS area/cli area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add per-member docstrings to ReplayPolicy in tools/spec.py 3 months ago

documentation good first issue help wanted P3 size/XS area/tools area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix 8 ruff lint failures in src/stargraph/authoring.py (make lint is red) 3 months ago

bug good first issue help wanted P2 size/XS area/ci tech-debt

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Document pytest markers and strict-markers workflow in CONTRIBUTING.md 3 months ago

documentation good first issue help wanted P3 size/S area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Register the undeclared `property` pytest marker in pyproject.toml 3 months ago

good first issue help wanted P3 size/XS area/ci tech-debt

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add the shared demo-doc sections (Pitch/Why it lands/Capabilities/Footprint) to code-graph.md 3 months ago

documentation good first issue help wanted P3 size/XS area/docs area/demos

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix stale issue count and "same day" claim in soc_console KNOWN-ISSUES.md intro 3 months ago

documentation good first issue help wanted P3 size/XS area/docs area/demos

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix misaligned rows in demos/README.md feature-coverage matrix 3 months ago

documentation good first issue help wanted P3 size/XS area/docs area/demos

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Replace stale "Railyard" wording in demos/CATALOG.md intro with Stargraph terminology 3 months ago

documentation good first issue help wanted P3 size/XS area/docs area/demos

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix `docs/serve/cli.md` cross-reference that omits `verify-audit` subcommand 3 months ago

documentation good first issue help wanted P3 size/XS area/cli area/serve area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add a `--version` flag to the `stargraph` CLI 3 months ago

enhancement good first issue help wanted P3 size/XS area/cli

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Document `verify-audit` in the CLI reference (table row + section) 3 months ago

documentation good first issue help wanted P3 size/S area/cli area/audit area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix broken `stargraph inspect` hint in run summary (wrong flags, swapped args) 3 months ago

bug good first issue help wanted P2 size/XS area/cli

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Replace stale TODO in concepts/ir.md with link to the now-written IR schema reference 3 months ago

documentation good first issue help wanted P3 size/XS area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Remove stale authoring TODO from docs/index.md landing page 3 months ago

documentation good first issue help wanted P3 size/XS area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Add the install extras matrix to docs/getting-started.md 3 months ago

documentation good first issue help wanted P3 size/XS area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix stale subcommand count in first-graph tutorial (says seven, CLI has eight) 3 months ago

documentation good first issue help wanted P3 size/XS area/cli area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix CONTRIBUTING.md Python prerequisite (3.11+ → 3.13+) to match requires-python 3 months ago

documentation good first issue help wanted P3 size/XS area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

Fix broken smoke command in getting-started.md (examples/hello.yaml does not exist) 3 months ago

documentation good first issue help wanted P2 size/XS area/docs

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

[P3] Stale comment/docstring sweep (Cypher-lint TODO, Ed25519 init, bosun Phase 4 docstrings, forward-looking notes) 3 months ago

documentation good first issue P3 size/S area/docs tech-debt claude-auto

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

[P3] Ship a second reference skill bundle alongside shipwright (e.g. echo-skill) 3 months ago

enhancement good first issue P3 size/S area/skills claude-auto

KrakenNet/stargraph

4

Stateful agent-graph framework with deterministic governance — rules route transitions, not the LLM. Auditable, replayable. Built on Fathom.

Python

#agent-framework#agent-orchestration#ai-agents#audit#clips#deterministic#fathom#governance#langchain#langgraph#llm#provenance#python#replayable#rules-engine#state-machine#workflow

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