Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 17:47 UTC
dcc-mcp / dcc-mcp-houdini
SideFX Houdini adapter for the DCC Model Context Protocol
dcc-mcp/dcc-mcp-houdini holds a health index of 59 out of 100, placing it in the Moderate band. It scores highest on Engineering Quality (86/100) and lowest on Community & Adoption (29/100). It was last updated today. A single contributor accounts for most of its recent work.
59
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
59
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
DCC MCPOrganization
26 followers57 public repossince Jun 2026
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish | Tags |
|---|---|---|---|---|---|---|
| PyPI | dcc-mcp-houdini | 0.28.0 | - | 57 | 0 days ago | aidcchoudinihythonllmmcpmodel-context-protocolsidefx |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
71
Development activity
58Moderate
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 4.2/36 | Commit cadence — 6/52 weeks with commits |
| 18/18 | Commit volume — 137 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully |
Inputs used
| commits_last_year | 137 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 6 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 58 releases published |
| 36/36 | Release recency — latest release 0 days ago |
| 27/27 | Release cadence — a release every ~1.1 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 58 |
| latest_release_tag | v0.28.0 |
| releases_from_tags | no |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1.1 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
29
Popularity & adoption
11Critical
How it's scored
| 11.3/60 | Stars — 6 stars |
| 0/25 | Forks — 0 forks |
| 0/15 | Watchers — 0 watchers |
Inputs used
| forks | 0 |
| stars | 6 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
56
Maintainer resilience (bus factor)
10Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0/22.5 | Commit distribution — top contributor authored 100% of commits |
| 1.4/13.5 | Contributor breadth — 1 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
How it's scored
| 42.7/46.8 | Issue resolution — 91% of issues closed |
| 37/38.3 | PR acceptance — 173/179 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/17 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 173 |
| open_issues | 2 |
| closed_issues | 21 |
| issue_closed_ratio | 0.913 |
| closed_unmerged_prs | 6 |
Ownership & stewardship
53Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 10.3/25 | Owner reach — 26 followers of dcc-mcp |
| 13.1/25 | Track record — 57 public repos, account ~0 yr old |
Inputs used
| followers | 26 |
| owner_type | Organization |
| is_verified | — |
| owner_login | dcc-mcp |
| public_repos | 57 |
| account_age_days | 55 |
Package maintenance
100Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 35/35 | Publish recency — latest publish 0 days ago |
| 20/20 | Version history — 57 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | dcc-mcp-houdini |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 0 |
Engineering Quality
Are baseline engineering and documentation practices in place?
86
Engineering practices
94Excellent
How it's scored
| 24/24 | CI workflows — 5 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config |
| 9.6/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard: CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | yes |
Documentation
75Good
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 0/15 | Documentation / homepage site |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | — |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
44
Security posture
44At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 2.5/2.5 | CI-Tests — 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/17 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 5/5 | Packaging — packaging workflow detected |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 4.4 |
Excluded from scoring (no data or not applicable): branch_protection. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
65
Agent context & guidance
100Excellent
How it's scored
| 45/45 | Agent instructions — AGENTS.md, CLAUDE.md, GEMINI.md |
| 15/15 | Machine-readable docs (llms.txt) — llms.txt present |
| 40/40 | Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | yes |
| legible_history_share | 1 |
| agent_instruction_files | AGENTS.md, CLAUDE.md, GEMINI.md |
| agent_instruction_max_bytes | 9,664 |
Verify loop (build / test / typecheck)
51Moderate
How it's scored
| 18/18 | One-command bootstrap — justfile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | justfile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — Python without a type-check config |
| 54.8/55 | Manageable file sizes — 1/340 source files over 60KB |
Inputs used
| primary_language | Python |
| largest_source_bytes | 107,558 |
| source_files_sampled | 340 |
| oversized_source_files | 1 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
6GitHub stars
1contributors
137commits, last 12 months
0days since last push
58releases
1bus factor
2open issues
PyPIpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- deps.dev does not index pypi:dcc-mcp-houdini@0.28.0; advisories assessed against the repository dependency graph instead
- No resolved dependencies carried a version and a supported ecosystem
More detail
OpenSSF Scorecard 4.4 / 10
4.4aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 17 out of 17 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/17 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 10 | Packaging | packaging workflow detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 1
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| PyPI | dcc-mcp-core | >=0.19.70,<1.0.0 | pyproject.toml |
All dependencies 10
Full resolved dependency set from the GitHub dependency graph: 1 direct and 9 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | dcc-mcp-core | — | direct |
| PyPI | packaging | — | indirect |
| PyPI | pyfakefs | — | indirect |
| PyPI | pytest | — | indirect |
| PyPI | pytest-asyncio | — | indirect |
| PyPI | pytest-cov | — | indirect |
| PyPI | pytest-mock | — | indirect |
| PyPI | pyyaml | — | indirect |
| PyPI | requests | — | indirect |
| PyPI | ruff | — | indirect |
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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"body": "…components--dcc-mcp-houdini\n\nchore(main): release 0.27.0",
"is_bot": false,
"headline": "Merge pull request #194 from dcc-mcp/release-please--branches--main--…",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-26T13:22:30Z",
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"is_bot": false,
"headline": "chore(main): release 0.27.0",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-26T13:13:47Z",
"body_truncated": false,
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"oid": "a77991c91720d89b8aa20a30a4738dea242e1018",
"body": "fix(kinefx): preserve rest pose and affine transforms",
"is_bot": false,
"headline": "Merge pull request #197 from dcc-mcp/agent/fix-live-kinefx-20260726",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-26T13:12:56Z",
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"body": null,
"is_bot": false,
"headline": "fix(kinefx): preserve rest pose and affine transforms",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-26T13:07:05Z",
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{
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"body": null,
"is_bot": false,
"headline": "fix: preserve VEX context on snippet updates",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-26T04:13:51Z",
"body_truncated": false,
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"oid": "732e4a971a642790848e5d7e1fa9c9fa78283919",
"body": "Removed:\n- probe_cop_v2.py — merged into probe_cop.py (now canonical)\n- probe_ofx.py — OFX product-declined, not a repeatable gate\n- debug_cop_*.py, diagnose_ocl*.py — one-off exploration artifacts\n- run_probe_v3.py — extra variant\n- h21_probe_results_final.json — static artifact, no test consumer\n\n\n[…]\nfilled)\n- README.md — developer runbook with gateway path and JSON contract\n\nConclusion: Copernicus COP + MaterialX -> ready. OpenCL COP cook fail\non CPU-only platform -> PIP-2933 gate not yet passed.",
"is_bot": false,
"headline": "refactor: shrink probes/ to minimal repeatable gate (4 files)",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T16:40:27Z",
"body_truncated": true,
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{
"oid": "6e81698ab3c66d3a801939c8fe335a850a863600",
"body": "- Marked developer/QA only with explicit audience header\n- probe_cop_v2.py as canonical command (H21-corrected)\n- Added gateway agent execution path with JSON output contract\n- Documented side effects, cleanup procedure, and exit codes\n- Recorded H21 verified results table (11/13 pass, 2 fail)\n- Added output file reference (h21_probe_results_final.json)",
"is_bot": false,
"headline": "docs: rewrite probes/README.md with audience, contract, and gateway path",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T16:40:27Z",
"body_truncated": false,
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},
{
"oid": "c53f9653a5dad2720c0ea6e9722608a9820fb757",
"body": "- COP network: PASS — copnet + constant + null, cook=OK\n- OpenCL COP create: PASS — kernelcode parm (not kernel), kernel source set\n- OpenCL COP cook: FAIL — CPU-only OpenCL; output binding mismatch on AMD Ryzen 9\n- MaterialX op: path: PASS — mtlximage.file wired correctly\n- OpenCL devices: PASS — h\n[…]\ninstead of 'gradient' (gradient fails in copnet on H21)\n- Add 'kernelcode' as primary kernel param candidate\n- Note hou.opencl unavailability\n\nGateway diagnostic tools and final JSON results included.",
"is_bot": false,
"headline": "feat(PIP-2930): H21 Windows matrix filled via gateway execution",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T16:40:27Z",
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"oid": "f191cedb9531cfc8bddefdd387532a25fd209501",
"body": "H21.0.631 Windows GUI — 4/4 primary cells PASS:\n- COP network: copnet (CopNet category), constant+null, layer() cook ok\n- OpenCL COP: opencl (Cop category), kernelcode param, Houdini kernel DSL\n- MaterialX op: path: mtlximage.file resolves correctly\n- OpenCL devices: hgpuinfo detects Intel CPU + NVI\n[…]\nlayer.dataWindow/displayWindow (no .resolution())\n- hou.CopNode has vdb()/verb() but not cable()\n- hou.opencl module not available in H21\n\nDebug scripts retained for CopNet/OpenCL parameter discovery.",
"is_bot": false,
"headline": "feat: PIP-2930 H21 live probe results + API corrections",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T16:40:27Z",
"body_truncated": true,
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"oid": "fb37e79ff527ee848e8b0286d07e919d595011e7",
"body": "…h verification\n\n- probe_cop.py: Full COP network create -> OpenCL COP -> MaterialX op: path\n- probe_opencl_devices.py: OpenCL device enumeration via 7 methods\n- probe_ofx.py: Safe OFX enumeration (read-only, no native code loading)\n- matrix.md: Compatibility matrix template (H21/H20.5 x OS)\n- README.md: Usage instructions\n\nScripts are syntax-verified. Actual Houdini execution pending - no Houdini\navailable in agent runtime. Designed for hython or Houdini Python shell.",
"is_bot": false,
"headline": "feat: PIP-2930 stage-1 HOM probe scripts for COP/OpenCL/MaterialX tec…",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T16:40:27Z",
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},
{
"oid": "2e43333fe324db7da97451f9ec44596dad708f61",
"body": null,
"is_bot": false,
"headline": "chore: apply ruff format to fix CI format check",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T14:03:55Z",
"body_truncated": false,
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"oid": "733b90adf97308461db17c3ba364f94ebe275291",
"body": "- Fix F401: remove unused FrozenSet import, asdict import, and replace\n bare 'import hou' with __import__('hou') to avoid unused-variable lint\n- Fix B904: use 'raise ... from err' in two except ImportError clauses\n- Fix E741: rename ambiguous variable 'l' to 'level'\n- Fix F821: replace string annot\n[…]\nremove unused local variable assignments in tests\n- Fix I001: reorder imports in inspect_network.py\n- Increase throttle test sleep from 0.2s to 0.5s for macOS Python 3.13\n thread-scheduling tolerance",
"is_bot": false,
"headline": "fix(ci): resolve 15 ruff lint errors and macOS throttling test flakiness",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T14:03:55Z",
"body_truncated": true,
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},
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"oid": "941595c9033c490393a3f71d6e1b5cf192030f4a",
"body": "Add semantic network inspection (broken inputs, orphans, cycles,\nsubgraphs, type mismatches) and auto-layout with user-position\npreservation to houdini-node-graph skill.\n\nCore module (_node_graph_inspection.py):\n- inspect_network(): Read-only semantic analysis of a parent network\n - broken input de\n[…]\nh user-preservation\n\nTests: 31 unit tests using established FakeNode/FakeParent/Hou mock\npattern, covering inspection, layout, strategy selection, user\npreservation, skill integration, and edge cases.",
"is_bot": false,
"headline": "feat: semantic node graph inspection and controllable auto-layout",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-25T14:03:55Z",
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"oid": "eefd8098765117cbd59b803ae1a1e8f282b06646",
"body": "* feat(vex): add typed VEX workflow module for Houdini adapter\n\nAdd a safe, typed VEX creation and diagnosis workflow for Houdini\nWrangle nodes. Hard constraints enforced throughout:\n\n- VEX snippets are set via hou.Parm.set(), never Python exec/eval\n- Client-side allowlist/deny-list validation befo\n[…]\nrangle.py and\n validate_wrangle_parameters in validate_vex_syntax.py\n- F841: prefixed unused variables with underscore in integration test\n\n* style: ruff format -- 3 files reformatted for line-length",
"is_bot": false,
"headline": "feat(vex): add typed VEX workflow module for Houdini adapter",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-25T12:50:54Z",
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"oid": "19e10373cd3e1ddb48b7871e70d59843941776ba",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.26.0",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-24T14:30:52Z",
"body_truncated": false,
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{
"oid": "a1365204ecada4d18bcb1f4e65faeb252b75f9b4",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.26.0",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f82b7fc06f39cf21c2686018a695917af6304a91",
"body": null,
"is_bot": false,
"headline": "fix: report isolated worker liveness honestly",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:26Z",
"body_truncated": false,
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},
{
"oid": "bc724c6b7b77e9c4f4f4f1ee6695e39b669bc920",
"body": null,
"is_bot": false,
"headline": "feat: report durable cook elapsed time",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:26Z",
"body_truncated": false,
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},
{
"oid": "8c72b2cc1456506cbb76ca757e263b22e079e750",
"body": null,
"is_bot": false,
"headline": "fix: require recoverable core release",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:26Z",
"body_truncated": false,
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},
{
"oid": "3d65ce8a2f6d534fe2de36a15c8e5d53baa63a20",
"body": null,
"is_bot": false,
"headline": "fix: make long cook jobs recoverable",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "fad33db7fdebc2a10ac46124eeb6bc9e72105e86",
"body": "Add three new shelf tools to the DCC-MCP toolbar in Houdini:\n\n- Copy Instance ID: copies the DCC-MCP instance UUID to clipboard\n via PySide2 QApplication.clipboard(), with fallback to stdout\n- Server Info: displays detailed server status including MCP URL,\n instance UUID, adapter/Houdini versions,\n[…]\ninfo and GitHub/docs links\n\nThe unified menu structure (Copy Instance ID / Server Info /\nAbout DCC MCP / Start MCP / Stop MCP) aligns with the parent\nPIP-2794 cross-DCC menu standardization.\n\nPIP-2796",
"is_bot": false,
"headline": "feat(houdini): add unified shelf menu with Copy Instance ID",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-24T07:57:12Z",
"body_truncated": true,
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},
{
"oid": "8e99d7355d86e406c1d5cf741354ce8f0f87846f",
"body": "* feat(render): wire multi-frame ROP into core chunked main-affinity runner\n\nAdd per-frame chunked ROP execution via dcc_mcp_core.chunked_runner.\nEach frame is a single bounded step — UI stays interactive, cancellation\nis observable at checkpoints, and only partial outputs are reported on\ncancel.\n\n-\n[…]\nre: bump dcc-mcp-core floor to 0.19.68 across all docs\n\nPropagate the pyproject.toml min-version bump to packaging scripts,\nREADME, and all 30 SKILL.md compatibility strings.\n\nRefs: Houdini issue #103",
"is_bot": false,
"headline": "feat(render): wire multi-frame ROP render into core ChunkedRunner",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-23T14:31:08Z",
"body_truncated": true,
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},
{
"oid": "a03e781d3217486e61ca8ea62a2f19ad8164e3b0",
"body": null,
"is_bot": false,
"headline": "style: format host pump tests",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-23T09:01:17Z",
"body_truncated": false,
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},
{
"oid": "e55c5bbe67c563dbb8f24637c400396781ab2096",
"body": "When the pre_drain_check returns False or raises an exception in\nHoudiniEventLoopTimerAdapter._callback(), the method returned without\nresetting _next_due from its inf sentinel (set on entry at line 67).\nThis left the pump permanently wedged — every subsequent event-loop\ninvocation hit the 'now < _n\n[…]\nng, so the pump retries on the next tick instead of\nhanging forever.\n\nAdds two regression tests:\n- test_pre_drain_check_failure_does_not_wedge_pump\n- test_pre_drain_check_exception_does_not_wedge_pump",
"is_bot": false,
"headline": "fix: prevent pump wedge when pre_drain_check fails or raises",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-23T09:01:17Z",
"body_truncated": true,
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{
"oid": "8eae3ead3bfc8cd7df6ee6fd0327b46cd5daeb7b",
"body": "Add defense-in-depth layers to prevent native SIGSEGV when\nDCC-MCP pump drain evaluates hou.Parm objects whose backing\nHOM nodes have been freed:\n\n1. host.py: Pre-drain scene validity check\n - HoudiniEventLoopTimerAdapter accepts optional pre_drain_check\n - _callback() skips tick when hou.node('\n[…]\non Houdini single-threaded UI loop\n - Read-only probes individually guarded by _safe()\n\n4. Skill scripts: All 7 scripts using parm.eval() now call safe_parm_eval()\n\nRefs: PIP-2826, GitHub issue #181",
"is_bot": false,
"headline": "fix: guard parm.eval() against SIGSEGV on deleted Houdini nodes",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-23T09:01:17Z",
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{
"oid": "a8dec558e1d994380aa23d5763a4d9bf68bec8a3",
"body": null,
"is_bot": false,
"headline": "fix: include import skill in interchange stage (#184)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-23T08:30:43Z",
"body_truncated": false,
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{
"oid": "e7ac9a4bd67f3a7de79f21fd7bf2fd013eea7d96",
"body": null,
"is_bot": false,
"headline": "fix(render): preserve Solaris fallback fields (#186)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-23T08:30:40Z",
"body_truncated": false,
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},
{
"oid": "2ab9860d4d45dfd2552ba510d12b73ef514d6418",
"body": null,
"is_bot": false,
"headline": "fix(render): resolve effective Solaris settings",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-23T08:19:46Z",
"body_truncated": false,
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},
{
"oid": "edba5d383d5f5e6eabb305fe25e65a8f91d24693",
"body": "Resolves CI Lint and Skill Metadata failure on PR #179.\n- Consolidated typing imports in _flipbook_chunked.py\n- Removed unused import hou from _render_single_frame\n- Removed unused imports from flipbook.py (_collected_written_files,\n _glob_outputs, _normalize_frame_range, _skipped_frames, glob)\n- ruff format applied",
"is_bot": false,
"headline": "fix: ruff check --fix import sorting and unused imports",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-21T18:58:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7f9603c6b36f9994b729c6c9d3e9967954f04127",
"body": "Replace the non-cancellable viewer.flipbook() call with a per-frame\nchunked runner that wraps the ChunkedRunner contract from dcc-mcp-core.\n\nKey changes:\n- New _flipbook_chunked.py: embedded ChunkedRunner (pending next core\n release) with frame-by-frame flipbook steps, job registry, and\n progress/\n[…]\n executes one viewer.flipbook() call per frame on the main\nthread, checks cancellation before each step, publishes progress\nmonotonically, and reports partial written_files + skipped_frames on\ncancel.",
"is_bot": false,
"headline": "PIP-2790: Convert viewport flipbook to bounded frame chunks",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-21T18:58:00Z",
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{
"oid": "076034d2c7d00805a57759f8b154d3d44378ff9b",
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"is_bot": false,
"headline": "chore(main): release 0.25.0 (#176)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-20T07:33:00Z",
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"body": null,
"is_bot": false,
"headline": "fix(render): shorten atomic status temp paths (#178)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-20T07:27:31Z",
"body_truncated": false,
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"oid": "1692501d19dc4b89cd95af3a2d756291ea06c8e2",
"body": "… (#177)\n\n* feat(render): add staged no-clobber publication for isolated ROP jobs\n\n* fix(render): harden artifact transaction finalization\n\n* fix(render): scope artifact finalization locks per job\n\n* fix(render): retry transient Windows status sharing errors\n\n* fix(render): share status I/O and preserve ambiguous finals\n\n* fix(render): classify post-publication validation failures",
"is_bot": false,
"headline": "feat(render): add staged no-clobber publication for isolated ROP jobs…",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-20T04:10:06Z",
"body_truncated": false,
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},
{
"oid": "463f89857836c944874017e9ae1c358395c115ae",
"body": null,
"is_bot": false,
"headline": "feat(render): expose raw output path pattern (#175)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T22:20:36Z",
"body_truncated": false,
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},
{
"oid": "c5053aadc8f75376e45cd8e9f4ecc37201a96687",
"body": null,
"is_bot": false,
"headline": "chore(main): release 0.24.1 (#171)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T14:14:00Z",
"body_truncated": false,
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},
{
"oid": "84c09493ba3e802a468ae8e11cad9cffe84bf063",
"body": null,
"is_bot": false,
"headline": "fix(scene): report object visibility and renderability (#174)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T14:10:59Z",
"body_truncated": false,
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},
{
"oid": "fb5bf51f3b03071f2e6c653bc8ffbde781bbdde5",
"body": null,
"is_bot": false,
"headline": "fix: preserve animated parms in set_parms (#173)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T14:00:24Z",
"body_truncated": false,
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},
{
"oid": "b487d0788a20d8125e1d00166c56aaa97adb966a",
"body": null,
"is_bot": false,
"headline": "fix: handle unknown HIP dirty state safely in hython (#172)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T12:26:28Z",
"body_truncated": false,
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},
{
"oid": "ad5037e736a862904d56f0c72691fcace4d5ce2a",
"body": null,
"is_bot": false,
"headline": "fix: refresh scene metadata after hip changes (#170)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-19T03:32:17Z",
"body_truncated": false,
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},
{
"oid": "6693862e170ae31b932a87b8b5772e3c529ae893",
"body": null,
"is_bot": false,
"headline": "docs: document CLI install and updates",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-19T02:44:04Z",
"body_truncated": false,
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},
{
"oid": "2689d132301fd8f82a273c155b402ad11727969e",
"body": null,
"is_bot": false,
"headline": "fix: use runtime-scoped skill imports",
"author_name": "loonghao",
"author_login": "loonghao",
"committed_at": "2026-07-19T02:44:04Z",
"body_truncated": false,
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"is_bot": false,
"headline": "chore(main): release 0.24.0 (#166)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-18T21:04:52Z",
"body_truncated": false,
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},
{
"oid": "61a203d54343d8738196ba4f99217d4fb320d076",
"body": null,
"is_bot": false,
"headline": "fix(render): verify background output completeness (#169)",
"author_name": "Hal",
"author_login": "loonghao",
"committed_at": "2026-07-18T20:57:55Z",
"body_truncated": false,
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"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
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},
"warnings": [
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"deps.dev does not index pypi:dcc-mcp-houdini@0.28.0; advisories assessed against the repository dependency graph instead",
"No resolved dependencies carried a version and a supported ecosystem"
],
"report_type": "repository",
"generated_at": "2026-07-27T17:47:27.067361Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/d/dcc-mcp/dcc-mcp-houdini.svg",
"full_name": "dcc-mcp/dcc-mcp-houdini",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.