The memory & context layer for AI agents: load only the context they actually need. Resolves live workspace state into verified facts before the context window opens. 94% fewer prompt tokens, 0 ms overhead, 33 MCP tools. Local-first, MIT. pip install perseus-ctx
active 2026-06-17 → 2026-08-19 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 64 days from 2026-06-17 to 2026-08-19. Pushes: 151 total, peak 25 in a day. Pull requests: 10 total, peak 2 in a day. Issues: 13 total, peak 7 in a day. Comments: 0 total, peak 0 in a day. Stars: 1 total, peak 1 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| tcconnally | 171 | 148 | 10 | 0 |
| github-actions[bot] | 3 | 3 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#992tcconnally2026-08-19 01:40bench(agent-utility): add a paired coding-agent memory lane with delivery, use, and outcome evidence
- Pull request#897tcconnally2026-08-01 03:43
- Pull request#684tcconnally2026-07-05 23:33
- Issue#643tcconnally2026-07-02 14:51MCP serve loop has zero observability for malformed input + unbounded readline()
- Pull request#530tcconnally2026-06-30 21:21
- Issue#525tcconnally2026-06-30 02:43MimirConnector.store writes everything as unverified INSIGHT — Mimir trust ranking never engages
- Issue#525tcconnally2026-06-30 02:43MimirConnector.store writes everything as unverified INSIGHT — Mimir trust ranking never engages
- Pull request#523tcconnally2026-06-30 00:34
- Pull request#498tcconnally2026-06-28 03:30
- Pull request#495tcconnally2026-06-28 01:52
- Issue#491tcconnally2026-06-28 00:38[patent] Reduction-to-practice: expand docs/ip exhibit suite + CI gate
- Issue#491tcconnally2026-06-28 00:38[patent] Reduction-to-practice: expand docs/ip exhibit suite + CI gate
- Issue#491tcconnally2026-06-28 00:38[patent] Reduction-to-practice: expand docs/ip exhibit suite + CI gate
- Issue#491tcconnally2026-06-28 00:38[patent] Reduction-to-practice: expand docs/ip exhibit suite + CI gate
- Issue#491tcconnally2026-06-28 00:38[patent] Reduction-to-practice: expand docs/ip exhibit suite + CI gate
- Issue#487tcconnally2026-06-28 00:38[patent] Claim element (f): prove directive resolution happens OUTSIDE the model control loop
- Issue#487tcconnally2026-06-28 00:38[patent] Claim element (f): prove directive resolution happens OUTSIDE the model control loop
- Pull request#476tcconnally2026-06-27 05:38
- Pull request#463tcconnally2026-06-26 04:32
- Pull request#436tcconnally2026-06-24 18:28
- Pull request#407tcconnally2026-06-21 01:35
- Issue#402tcconnally2026-06-21 01:35docs: SBOM for federal procurement compliance
- Issue#378tcconnally2026-06-18 01:49Mimir MCP connection failure gives generic "MCP connect failed" instead of actionable binary-not-found diagnostic
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1 stars here means stars gained during the window, not the repo's star count.