From 94f9340c0a5a7363c975a20b5a7fa11852c565df Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:20:08 -0700 Subject: [PATCH 01/10] docs(paper): add sparkctl technical paper draft --- paper/sparkctl-paper.md | 221 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 221 insertions(+) create mode 100644 paper/sparkctl-paper.md diff --git a/paper/sparkctl-paper.md b/paper/sparkctl-paper.md new file mode 100644 index 0000000..8e007ba --- /dev/null +++ b/paper/sparkctl-paper.md @@ -0,0 +1,221 @@ +# sparkctl: A Local Operations Controller for Deterministic Context Packaging and Validation + +## Abstract + +`sparkctl` is a local operations controller for the Antigravity-CompText v7 / SPARK Context Layer project. It provides a unified command surface for local diagnostics, Rust validation, context-pipeline orchestration, demo execution, and repository handoff checks. The system targets offline engineering workflows where trace packages, replay-sidecar metadata, structured operational context, token-light renderings, and local validation outputs must remain inspectable and reproducible inside a bounded repository scope. + +The project separates compressible linguistic payloads from replay-critical state. Compressible text can be compacted, while tool order, commitment tokens, state hashes, validation anchors, and context-validation anchors remain part of a replay sidecar and integrity surface. The implemented Rust command surface currently includes package operations, schema-sidecar checking, context build/render/validate flows, and the `sparkctl` command wrapper. Offline behavior was deterministic in the validated test scope. Configured leak checks passed in the validated scope. No blocking risks were found in the validated scope. + +This paper draft intentionally makes no regulatory compliance claim and no official SPARK compatibility claim. Its contribution is a concrete local implementation pattern for packaging, rendering, and validating operational context artifacts for agent-oriented development workflows. + +## 1. Introduction + +Autonomous and tool-using agent systems often produce long traces that mix natural-language reasoning, tool calls, state transitions, validation anchors, and execution metadata. Compressing such traces as plain text can reduce transport and review cost, but it can also destroy replay-critical information. This creates a direct engineering problem: the parts of a trace that are useful for humans are not always the parts required for deterministic replay, integrity checking, or handoff validation. + +Antigravity-CompText v7 addresses this problem through a split design. Linguistic trace content is treated as a compressible payload, while replay-critical data is preserved in a sidecar. `sparkctl` wraps the resulting local workflow into a single operations interface for diagnosing repository readiness, running Rust validation, executing the context pipeline, running a demo pipeline, and checking handoff completeness. + +## 2. Motivation + +The project is motivated by four local engineering requirements: + +1. **Replay-sensitive preservation.** Tool order, commitment tokens, state hashes, and validation anchors must not be lost during payload compression. +2. **Local inspectability.** Generated artifacts should remain readable and auditable without requiring remote services. +3. **Token-light context transfer.** Structured context should be renderable into a compact text representation for review and handoff. +4. **Bounded validation.** Determinism and leak-check statements must be limited to the validated local test scope. + +These requirements place the project closer to local operations tooling than to a general-purpose model, hosted service, or compliance framework. + +## 3. System Overview + +The current project exposes four layers. + +### 3.1 Package Core + +The package core supports local SPARK-style package operations: + +- `compress` +- `inspect` +- `verify` +- `replay` +- `adversarial` + +The core goal is to package an extraction artifact, preserve replay-sensitive sidecar metadata, verify integrity, and detect tampering in the validated scope. + +### 3.2 Schema Sidecar + +The schema sidecar introduces local schema checking through: + +- `schema-check` +- `schemas/genehmigung_v1.json` + +This layer validates structured extraction examples against a local schema without making claims about external regulatory compliance. + +### 3.3 Operational Context Layer + +The context layer provides: + +- `context-build` +- `context-render` +- `context-validate` + +The expected artifact flow is: + +```text +examples/spark/extraction.json + -> artifacts/spark/extraction.spkg + -> artifacts/spark/context.json + -> artifacts/spark/context_render.txt +``` + +`context-build` creates structured operational context. `context-render` produces a deterministic token-light text view. `context-validate` checks the context artifact and rendered output against local validation rules. + +### 3.4 sparkctl Command Surface + +`sparkctl` consolidates operations under a single local CLI: + +- `sparkctl doctor` +- `sparkctl rust-validate` +- `sparkctl context-all` +- `sparkctl spark-demo` +- `sparkctl handoff-check` + +This command surface is designed for local development, demo execution, and repository handoff readiness. + +## 4. Design Principles + +### 4.1 Split Payload and Replay Sidecar + +The project follows a strict compression contract: payload compression must not destroy replay-critical state. Natural-language trace text can be compacted, but execution order, state anchors, commitments, and validation-critical metadata belong to the sidecar or integrity layer. + +### 4.2 Deterministic Rendering in Validated Scope + +The context renderer is designed to emit stable, token-light text from `context.json`. Determinism statements are restricted to the validated local test scope rather than generalized to all environments or future inputs. + +### 4.3 Claim Hygiene + +The project avoids broad claims that are not supported by the validation scope. In particular, it does not claim: + +- official SPARK compatibility +- EU AI Act compliance +- complete safety +- universal determinism +- absence of all risks + +The approved wording is limited to: + +- Offline behavior was deterministic in the validated test scope. +- Configured leak checks passed in the validated scope. +- No blocking risks found in the validated scope. + +## 5. Implementation Snapshot + +The implementation is organized around a Rust crate and repository-level artifacts: + +```text +agy7rust/ + src/bin/sparkctl.rs + src/sparkctl/ + tests/spark_roundtrip.rs + +artifacts/spark/ + extraction.spkg + context.json + context_render.txt + +examples/spark/ + extraction.json + +schemas/ + genehmigung_v1.json +``` + +The current README describes `sparkctl` as the unified operations controller and command-line interface for local diagnostics, codebase validation, pipeline lifecycle orchestration, and integration demonstrations. + +## 6. Validation Scope + +The validated local command set includes: + +```bash +cargo fmt --all --check +cargo check +cargo test +cargo clippy -- -D warnings +cargo run --bin sparkctl -- doctor +cargo run --bin sparkctl -- rust-validate +cargo run --bin sparkctl -- context-all +cargo run --bin sparkctl -- spark-demo +cargo run --bin sparkctl -- handoff-check +``` + +The validation scope is local. `handoff-check` validates repository readiness and file availability only. It does not verify remote CI or GitHub Actions status. + +## 7. Related Work Notes + +The project is adjacent to research on agent trace replay, event-sourced agent systems, long-horizon context compression, and memory/replay mechanisms for LLM agents. Related topics include deterministic event replay for multi-agent monitoring, event sourcing for autonomous agents, trace reasoning for agentic workflows, and context compression for long-horizon agents. + +This draft keeps related-work references as placeholders until final arXiv preparation. Candidate references are listed in `paper/references.bib` and should be reviewed before submission. + +## 8. Limitations + +- The project is currently a local/offline tooling workflow, not a hosted production service. +- Validation statements apply only to the validated test scope. +- `sparkctl handoff-check` does not verify remote CI. +- No official SPARK compatibility claim is made. +- No regulatory compliance claim is made. +- The paper currently has no arXiv identifier. +- Hugging Face Paper Page linking requires a published or indexed arXiv paper identifier. + +## 9. Hugging Face Publication Plan + +Recommended publication structure: + +```text +GitHub repo: + https://github.com/ProfRandom92/Antigravity-Comptextv7 + +arXiv: + https://arxiv.org/abs/TODO + +Hugging Face Paper Page: + https://huggingface.co/papers/TODO + +Hugging Face Space: + ProfRandom92/sparkctl-demo + +Hugging Face Dataset: + ProfRandom92/sparkctl-context-artifacts +``` + +The Hugging Face Space should present a lightweight demo and link back to GitHub and arXiv. The Dataset repo can host example artifacts if desired. + +## 10. Conclusion + +`sparkctl` provides a compact local operations surface for packaging, rendering, validating, and handing off context artifacts in the Antigravity-CompText v7 / SPARK Context Layer project. Its primary value is not a broad platform claim, but a bounded engineering workflow: preserve replay-sensitive state, render operational context into token-light text, validate locally, and keep safety statements tied to the tested scope. + +## Appendix A — arXiv Metadata Draft + +```yaml +title: "sparkctl: A Local Operations Controller for Deterministic Context Packaging and Validation" +authors: + - "ProfRandom92" +primary_category: "cs.SE" +secondary_categories: + - "cs.AI" + - "cs.CL" +comments: "Technical project report; local validation scope only." +repository: "https://github.com/ProfRandom92/Antigravity-Comptextv7" +``` + +## Appendix B — Hugging Face README Snippet + +```md +# sparkctl Demo + +`sparkctl` is a local operations controller for the Antigravity-CompText v7 / SPARK Context Layer project. + +- GitHub: https://github.com/ProfRandom92/Antigravity-Comptextv7 +- Paper: https://arxiv.org/abs/TODO +- HF Paper Page: https://huggingface.co/papers/TODO + +Offline behavior was deterministic in the validated test scope. Configured leak checks passed in the validated scope. No blocking risks found in the validated scope. +``` From 910bdf3e0690b9985236a928ae4ba0f9e7575400 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:20:41 -0700 Subject: [PATCH 02/10] docs(paper): add related work notes --- paper/related-work-notes.md | 40 +++++++++++++++++++++++++++++++++++++ 1 file changed, 40 insertions(+) create mode 100644 paper/related-work-notes.md diff --git a/paper/related-work-notes.md b/paper/related-work-notes.md new file mode 100644 index 0000000..cac86e9 --- /dev/null +++ b/paper/related-work-notes.md @@ -0,0 +1,40 @@ +# Related Work Notes for sparkctl Paper + +This file collects candidate related-work directions for later manual review before arXiv or Hugging Face publication. + +## Candidate topic clusters + +1. Context compression for long-horizon LLM agents +2. Trace reasoning and issue localization for agentic workflows +3. Event-sourced agent systems and auditable execution logs +4. Deterministic replay and validation for tool-using agents +5. Memory and context management for autonomous agents +6. Local validation and handoff workflows for software-agent projects + +## Hugging Face paper-search candidates + +The following Hugging Face paper pages were found as useful starting points. Verify titles, authors, categories, dates, and citation metadata manually before using them in a formal paper. + +- https://huggingface.co/papers/2510.00615 +- https://huggingface.co/papers/2505.08638 +- https://huggingface.co/papers/2605.21997 +- https://huggingface.co/papers/2603.07670 +- https://huggingface.co/papers/2507.05257 + +## Positioning note + +`sparkctl` should be positioned as local operations tooling rather than as a model, benchmark, hosted service, compliance framework, or official SPARK implementation. + +Approved wording: + +- Offline behavior was deterministic in the validated test scope. +- Configured leak checks passed in the validated scope. +- No blocking risks found in the validated scope. + +Forbidden wording: + +- fully deterministic +- 100% safe +- no risks +- EU AI Act compliant +- officially SPARK compatible From 108470889e54cd3fd1383e460f6e018ec14c54c2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:21:03 -0700 Subject: [PATCH 03/10] docs(hf): add Hugging Face Space README draft --- huggingface/README-space.md | 61 +++++++++++++++++++++++++++++++++++++ 1 file changed, 61 insertions(+) create mode 100644 huggingface/README-space.md diff --git a/huggingface/README-space.md b/huggingface/README-space.md new file mode 100644 index 0000000..449d49d --- /dev/null +++ b/huggingface/README-space.md @@ -0,0 +1,61 @@ +--- +title: sparkctl Demo +emoji: ⚡ +colorFrom: yellow +colorTo: blue +sdk: gradio +app_file: app.py +pinned: false +--- + +# sparkctl Demo + +`sparkctl` is the local operations controller for the Antigravity-CompText v7 / SPARK Context Layer project. + +It bundles local diagnostics, Rust validation, context-pipeline orchestration, demo execution, and repository handoff checks into one command surface. + +## Links + +- GitHub: https://github.com/ProfRandom92/Antigravity-Comptextv7 +- Paper: https://arxiv.org/abs/TODO +- Hugging Face Paper Page: https://huggingface.co/papers/TODO + +## What the demo should show + +The demo should present the local `sparkctl` workflow without claiming hosted execution parity: + +```bash +cargo run --bin sparkctl -- doctor +cargo run --bin sparkctl -- rust-validate +cargo run --bin sparkctl -- context-all +cargo run --bin sparkctl -- spark-demo +cargo run --bin sparkctl -- handoff-check +``` + +## Artifact flow + +```text +examples/spark/extraction.json + -> artifacts/spark/extraction.spkg + -> artifacts/spark/context.json + -> artifacts/spark/context_render.txt +``` + +## Scope and boundaries + +Offline behavior was deterministic in the validated test scope. Configured leak checks passed in the validated scope. No blocking risks found in the validated scope. + +No official SPARK compatibility claim is made. No regulatory compliance claim is made. + +## Suggested Space implementation + +For a lightweight Hackathon demo, use a Gradio UI that displays: + +1. project overview +2. command surface +3. artifact flow +4. rendered example context +5. safety boundaries +6. links to GitHub and paper + +Avoid executing arbitrary user commands in the Space. From 20552f6f7e952230ceab7eed232b2e7084cb7bdb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:21:22 -0700 Subject: [PATCH 04/10] docs(hf): add Hugging Face Dataset README draft --- huggingface/README-dataset.md | 51 +++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) create mode 100644 huggingface/README-dataset.md diff --git a/huggingface/README-dataset.md b/huggingface/README-dataset.md new file mode 100644 index 0000000..f7c9774 --- /dev/null +++ b/huggingface/README-dataset.md @@ -0,0 +1,51 @@ +--- +pretty_name: sparkctl Context Artifacts +license: mit +task_categories: +- text-generation +language: +- en +tags: +- agents +- context-compression +- deterministic-replay +- rust +- validation +--- + +# sparkctl Context Artifacts + +This dataset repository is intended to host example artifacts for the Antigravity-CompText v7 / SPARK Context Layer project. + +Primary GitHub repository: + +https://github.com/ProfRandom92/Antigravity-Comptextv7 + +Paper placeholder: + +https://arxiv.org/abs/TODO + +Hugging Face Paper Page placeholder: + +https://huggingface.co/papers/TODO + +## Suggested uploaded files + +```text +examples/spark/extraction.json +schemas/genehmigung_v1.json +artifacts/spark/context.json +artifacts/spark/context_render.txt +``` + +Do not upload private traces, secrets, raw credentials, proprietary customer data, or unreviewed local files. + +## Scope + +These artifacts are examples for local tooling and documentation. They are not a benchmark claim, compliance artifact, or official SPARK certification. + +Approved validation wording: + +- Offline behavior was deterministic in the validated test scope. +- Configured leak checks passed in the validated scope. +- No blocking risks found in the validated scope. From ce61a14addf36c8c9d1ae96a928477ff783f36ed Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:21:44 -0700 Subject: [PATCH 05/10] docs(hf): add paper preparation snapshot --- PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md | 110 +++++++++++++++++++++ 1 file changed, 110 insertions(+) create mode 100644 PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md diff --git a/PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md b/PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md new file mode 100644 index 0000000..88d9429 --- /dev/null +++ b/PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md @@ -0,0 +1,110 @@ +# Phase 5D Hugging Face Paper Preparation Snapshot + +## 1. Scope Accomplished + +Created preparation materials for later arXiv and Hugging Face publication of the `sparkctl` project. + +Branch: + +```text +paper-hf-prep +``` + +Created files: + +```text +paper/sparkctl-paper.md +paper/related-work-notes.md +huggingface/README-space.md +huggingface/README-dataset.md +PHASE5D_HUGGINGFACE_PAPER_PREP_SNAPSHOT.md +``` + +## 2. Paper Draft + +`paper/sparkctl-paper.md` defines a short technical project report with: + +- abstract +- introduction +- motivation +- system overview +- package core +- schema sidecar +- operational context layer +- sparkctl command surface +- validation scope +- limitations +- Hugging Face publication plan +- arXiv metadata draft +- Hugging Face README snippet + +## 3. Hugging Face Preparation + +Prepared two Hugging Face README templates: + +```text +huggingface/README-space.md +huggingface/README-dataset.md +``` + +Recommended future Hugging Face repos: + +```text +ProfRandom92/sparkctl-demo +ProfRandom92/sparkctl-context-artifacts +``` + +Paper Page placeholder: + +```text +https://huggingface.co/papers/TODO +``` + +This must be replaced after arXiv publication or HF paper indexing. + +## 4. Research Notes + +`paper/related-work-notes.md` records candidate topic clusters and Hugging Face paper-search starting points for manual review. + +Formal bibliography creation was not completed in this phase. Candidate metadata must be manually verified before arXiv submission. + +## 5. Claim Hygiene Result + +Prepared text avoids: + +- official SPARK compatibility claims +- EU AI Act compliance claims +- fully deterministic claims +- 100% safe claims +- no-risk claims + +Approved wording retained: + +- Offline behavior was deterministic in the validated test scope. +- Configured leak checks passed in the validated scope. +- No blocking risks found in the validated scope. + +## 6. Validation + +Documentation-only change. No Rust source code, schemas, examples, artifacts, or cargo files were modified. + +No local cargo validation was run from the connector context. + +## 7. Known Limitations + +- arXiv upload was not performed. +- Hugging Face Space/Dataset repos were not created from this connector context. +- Paper Page cannot be finalized until an arXiv identifier or indexed paper page exists. +- Related-work citations require manual metadata verification. + +## 8. Next + +Recommended next actions: + +1. Review `paper/sparkctl-paper.md`. +2. Convert Markdown paper to LaTeX or arXiv-compatible PDF. +3. Submit to arXiv if desired. +4. Create Hugging Face Space `ProfRandom92/sparkctl-demo`. +5. Create Hugging Face Dataset `ProfRandom92/sparkctl-context-artifacts` if artifacts should be hosted. +6. Replace `TODO` paper links after arXiv/HF indexing. +7. Open or merge the `paper-hf-prep` branch after review. From 5193bc95c41a3a5ec58bc39f2d65d6d44c80360a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:31:45 -0700 Subject: [PATCH 06/10] docs(hf): add deployable Space files --- huggingface/space/README.md | 47 +++++++++++++++++++++++++++++++++++++ 1 file changed, 47 insertions(+) create mode 100644 huggingface/space/README.md diff --git a/huggingface/space/README.md b/huggingface/space/README.md new file mode 100644 index 0000000..efe6544 --- /dev/null +++ b/huggingface/space/README.md @@ -0,0 +1,47 @@ +--- +title: sparkctl Demo +emoji: ⚡ +colorFrom: yellow +colorTo: blue +sdk: gradio +sdk_version: 5.49.1 +app_file: app.py +pinned: false +license: mit +--- + +# sparkctl Demo + +`sparkctl` is the local operations controller for the Antigravity-CompText v7 / SPARK Context Layer project. + +It bundles local diagnostics, Rust validation, context-pipeline orchestration, demo execution, and repository handoff checks into one command surface. + +## Links + +- GitHub: https://github.com/ProfRandom92/Antigravity-Comptextv7 +- CompText V7 Benchmarks: https://github.com/ProfRandom92/Comptextv7 +- Dataset placeholder: https://huggingface.co/datasets/Profrandom/sparkctl-context-artifacts +- Paper: TODO after arXiv submission +- Hugging Face Paper Page: TODO after paper indexing + +## Validated scope wording + +Offline behavior was deterministic in the validated test scope. Configured leak checks passed in the validated scope. No blocking risks found in the validated scope. + +## Benchmark snapshot + +From committed `ProfRandom92/Comptextv7` artifacts: + +- Agent trace replay consistency: `1.000000` +- Agent operational drift: `0.000000` +- Agent average compression ratio: `1.773954` +- Paper average compression ratio: `1.347063` +- Conservative replay consistency: `0.895833` +- Balanced replay consistency: `0.250000` +- Aggressive replay consistency: `0.125000` + +These values are fixture-bound and based on checked-in repository artifacts. + +## Non-claims + +No official SPARK compatibility claim is made. No regulatory compliance claim is made. This Space does not execute arbitrary repository commands on Hugging Face infrastructure. From 00cbca78b5e812cb42a521af519c024d2de3ddc4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:31:55 -0700 Subject: [PATCH 07/10] docs(hf): add Space requirements --- huggingface/space/requirements.txt | 1 + 1 file changed, 1 insertion(+) create mode 100644 huggingface/space/requirements.txt diff --git a/huggingface/space/requirements.txt b/huggingface/space/requirements.txt new file mode 100644 index 0000000..0ab07fe --- /dev/null +++ b/huggingface/space/requirements.txt @@ -0,0 +1 @@ +gradio>=5.0.0 From fe0fcf3611fbbd1417e8bc257357ace8c1c0ae73 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:32:09 -0700 Subject: [PATCH 08/10] docs(hf): add Space app placeholder --- huggingface/space/app.py | 65 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 huggingface/space/app.py diff --git a/huggingface/space/app.py b/huggingface/space/app.py new file mode 100644 index 0000000..6657620 --- /dev/null +++ b/huggingface/space/app.py @@ -0,0 +1,65 @@ +import gradio as gr + +OVERVIEW = """ +# sparkctl + +Local operations controller for the Antigravity-CompText v7 / SPARK Context Layer project. + +This Space is a lightweight showcase placeholder. It documents the local command surface and links to the GitHub repositories. It does not execute arbitrary repository commands on Hugging Face infrastructure. +""" + +COMMANDS = """ +```bash +cargo run --bin sparkctl -- doctor +cargo run --bin sparkctl -- rust-validate +cargo run --bin sparkctl -- context-all +cargo run --bin sparkctl -- spark-demo +cargo run --bin sparkctl -- handoff-check +``` +""" + +BENCHMARKS = """ +## Fixture-bound benchmark snapshot + +From `ProfRandom92/Comptextv7` committed artifacts: + +- Agent trace replay consistency: `1.000000` +- Agent operational drift: `0.000000` +- Agent average compression ratio: `1.773954` +- Paper average compression ratio: `1.347063` +- Conservative replay consistency: `0.895833` +- Balanced replay consistency: `0.250000` +- Aggressive replay consistency: `0.125000` + +These values are fixture-bound and based on checked-in repository artifacts. +""" + +BOUNDARIES = """ +## Boundaries + +- No embeddings. +- No vector database. +- No LLM judges. +- No external APIs in validation. +- No autonomous agent framework claim. +- No production-readiness, certification, or compliance claim. +- No official SPARK compatibility claim. +""" + +with gr.Blocks(title="sparkctl Demo") as demo: + gr.Markdown(OVERVIEW) + with gr.Tab("Command Surface"): + gr.Markdown(COMMANDS) + with gr.Tab("Benchmarks"): + gr.Markdown(BENCHMARKS) + with gr.Tab("Boundaries"): + gr.Markdown(BOUNDARIES) + with gr.Tab("Links"): + gr.Markdown(""" + - GitHub: https://github.com/ProfRandom92/Antigravity-Comptextv7 + - CompText V7: https://github.com/ProfRandom92/Comptextv7 + - Dataset placeholder: https://huggingface.co/datasets/Profrandom/sparkctl-context-artifacts + """) + +if __name__ == "__main__": + demo.launch() From 98e11f23062e4f3c9e0e6165b459a21111df4369 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:32:21 -0700 Subject: [PATCH 09/10] docs(hf): add deployable Dataset README --- huggingface/dataset/README.md | 52 +++++++++++++++++++++++++++++++++++ 1 file changed, 52 insertions(+) create mode 100644 huggingface/dataset/README.md diff --git a/huggingface/dataset/README.md b/huggingface/dataset/README.md new file mode 100644 index 0000000..d75dbfd --- /dev/null +++ b/huggingface/dataset/README.md @@ -0,0 +1,52 @@ +--- +pretty_name: sparkctl Context Artifacts +license: mit +language: +- en +tags: +- agents +- context-compression +- deterministic-replay +- rust +- validation +- sparkctl +--- + +# sparkctl Context Artifacts + +Placeholder dataset repository for reviewed example artifacts from the Antigravity-CompText v7 / SPARK Context Layer project. + +## Source repositories + +- sparkctl / Antigravity integration: https://github.com/ProfRandom92/Antigravity-Comptextv7 +- CompText V7 benchmark artifacts: https://github.com/ProfRandom92/Comptextv7 + +## Suggested uploaded files after review + +```text +examples/spark/extraction.json +schemas/genehmigung_v1.json +artifacts/spark/context.json +artifacts/spark/context_render.txt +artifacts/agent_trace_replay_results.json +artifacts/mcp_trace_replay_results.json +artifacts/token_latency_results.json +artifacts/iterative_replay_degradation_results.summary.md +``` + +Do not upload private traces, secrets, raw credentials, proprietary customer data, or unreviewed local files. + +## Fixture-bound benchmark snapshot + +From committed `Comptextv7` artifacts: + +- Agent trace replay consistency: `1.000000` +- Agent operational drift: `0.000000` +- Agent average compression ratio: `1.773954` +- MCP replay evaluation: deterministic, no LLM judges, no external APIs + +These values are fixture-bound and based on checked-in repository artifacts. + +## Non-claims + +This dataset placeholder is not a benchmark certification, compliance artifact, production-readiness claim, or official SPARK compatibility claim. From 8c39c0a68db90574e73db6492ef5d0321d55aeb0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Alexander=20K=C3=B6lnberger?= <159939812+ProfRandom92@users.noreply.github.com> Date: Wed, 3 Jun 2026 11:32:40 -0700 Subject: [PATCH 10/10] docs(hf): add Hugging Face deployment instructions --- huggingface/DEPLOY_TO_HF.md | 100 ++++++++++++++++++++++++++++++++++++ 1 file changed, 100 insertions(+) create mode 100644 huggingface/DEPLOY_TO_HF.md diff --git a/huggingface/DEPLOY_TO_HF.md b/huggingface/DEPLOY_TO_HF.md new file mode 100644 index 0000000..80f727c --- /dev/null +++ b/huggingface/DEPLOY_TO_HF.md @@ -0,0 +1,100 @@ +# Deploy to Hugging Face + +The Hugging Face connector is authenticated as `Profrandom`, but HF Jobs upload failed because the account currently has insufficient prepaid credits. Use this file to deploy manually or from a local shell. + +## Target repos + +```text +https://huggingface.co/spaces/Profrandom/sparkctl-demo +https://huggingface.co/datasets/Profrandom/sparkctl-context-artifacts +``` + +## Option A — Hugging Face web UI + +1. Create a new Space: + - Owner: `Profrandom` + - Name: `sparkctl-demo` + - SDK: `Gradio` + - Visibility: public + - License: MIT +2. Upload the contents of: + +```text +huggingface/space/ +``` + +3. Create a new Dataset: + - Owner: `Profrandom` + - Name: `sparkctl-context-artifacts` + - Visibility: public + - License: MIT +4. Upload: + +```text +huggingface/dataset/README.md +``` + +5. Add reviewed artifacts only after confirming they contain no secrets or private trace data. + +## Option B — local CLI + +Install dependencies: + +```bash +pip install -U huggingface_hub +huggingface-cli login +``` + +Create repos: + +```bash +python - <<'PY' +from huggingface_hub import create_repo +create_repo('Profrandom/sparkctl-demo', repo_type='space', space_sdk='gradio', exist_ok=True, private=False) +create_repo('Profrandom/sparkctl-context-artifacts', repo_type='dataset', exist_ok=True, private=False) +PY +``` + +Upload files: + +```bash +python - <<'PY' +from huggingface_hub import HfApi +api = HfApi() +api.upload_folder( + repo_id='Profrandom/sparkctl-demo', + repo_type='space', + folder_path='huggingface/space', + commit_message='Prepare sparkctl demo Space placeholder', +) +api.upload_folder( + repo_id='Profrandom/sparkctl-context-artifacts', + repo_type='dataset', + folder_path='huggingface/dataset', + commit_message='Prepare sparkctl context artifacts dataset placeholder', +) +PY +``` + +## Option C — GitHub Actions sync later + +A future workflow can sync `huggingface/space` to the Space using `huggingface/hub-sync` once an `HF_TOKEN` repository secret is configured. + +Do not commit tokens or secrets. + +## Claim hygiene + +Use only fixture-bound wording: + +- Agent trace replay consistency: `1.000000` +- Agent operational drift: `0.000000` +- Agent average compression ratio: `1.773954` +- MCP replay evaluation: deterministic, no LLM judges, no external APIs + +Avoid: + +- compliance claims +- official SPARK compatibility claims +- production-readiness claims +- unrestricted safety claims +- universal compression performance claims