A bounded pipeline for observation, experiments, evidence, and human-approved change.
WebMind connects the Glyphd corpus, executable benchmarks, ProofStatus, and approval controls. It reads identified inputs, produces candidate work, dispatches tests, collects receipts, and waits for human approval before canonical changes.
CURRENT STATE
READY FOR ACTIVATION
The repository contains the workflows, schemas, approval boundary, and public surfaces. Scheduled execution depends on GitHub Actions capacity and the listed runtime configuration.
Explicit transitions from observation to accepted evidence.
Observe
Read canonical papers, claim ledgers, benchmark contracts, results, failures, and open questions.
Propose
Generate a bounded set of candidate upgrades, applications, hypotheses, demonstrations, code changes, and experiments.
Test
Dispatch deterministic or self-hosted work and collect exact configuration, logs, metrics, hashes, and limitations.
Classify
Keep INVALID, FAILED, INCONCLUSIVE, and AWAITING_REVIEW distinct from a promoted result.
Approve
Present consequential proposals and submissions in ProofStatus admin for a human decision.
Record
Commit accepted artifacts and receipts into the corpus as versioned canonical state.
Human approval governs changes, submissions, and claims.
Approvals
Every proposal states what it changes, expected value, risks, related projects, evidence state, deliverables, and the experiment that could prove it wrong.
Competitions
An MCP search connection discovers open competitions, prizes, grants, calls, and programs, then matches them to existing work or proposes a legitimate new project structure.
Submissions
Competition, publication, university, scientific, and corporate packets progress through IDEA, DRAFTING, READY FOR REVIEW, APPROVED TO SEND, and SUBMITTED.
Benchmarks
Hosted checks and private self-hosted experiments produce result packets. Completion is not PASS; the evidence gate and human acceptance remain separate.
Scheduled execution depends on the listed environment and Actions secrets.
GitHub Actions secrets
OPENAI_API_KEYWEBMIND_REPO_TOKEN
Optional: WEBMIND_MCP_SEARCH_URLWEBMIND_MCP_SEARCH_TOKENWEBMIND_MODEL
ProofStatus Vercel environment
WEBMIND_ADMIN_PASSWORDWEBMIND_SESSION_SECRETWEBMIND_REPO_TOKEN
The ProofStatus admin System tab reports the runtime configuration currently available to the pipeline.
- Canon changes only through reviewed, receipted commits.
- The system may propose; it may not self-accept.
- A failed or inconclusive experiment remains part of the record.
- Competition and publication discovery never authorizes submission.
- Plain English precedes implementation detail in every approval packet.
- Proofstatus is the evidence and control surface; Glyphd Labs is the research corpus and execution environment.