{"commits":[{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T12:41:00.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T12:41:00.000000-07:00"},"extraHeaders":[],"message":"Add 5-minute ecosystem health baseline\n\n5-minute firehose sample:\n- 135,828 records at 451.9/s\n- 99.3% app.bsky.* vs 0.7% community\n- Shannon entropy: 0.08\n- 59 collections, 25 namespaces\n- 86 unique DIDs creating community records\n\nTop community namespaces:\n- tv.ionosphere: 378 records (1 DID)\n- cx.vmx: 250 records (1 DID)\n- site.standard: 102 records (27 DIDs)\n- at.podping: 73 records (5 DIDs)\n- place.stream: 37 records (11 DIDs)\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"3b9f44290fc6dc68094643dc7d7e149aee99c40d","parents":["bab37a3bcc81781babd31c48197fbc84ba514521"],"tree":"17cb3e2ccfa23032e30e63cfe3cafe8c012fd690"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T11:38:30.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T11:38:30.000000-07:00"},"extraHeaders":[],"message":"Fix attribute error in ecosystem health monitor\n\nRecord baseline measurement:\n- 26,353 records at 435/s\n- 99.7% app.bsky.* vs 0.3% community\n- Shannon entropy: 0.04\n- 11 namespaces, 26 collections\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"bab37a3bcc81781babd31c48197fbc84ba514521","parents":["835b80c6ebd01db3c0846c35c6e344424855f12a"],"tree":"efbc84099a942c6df47c0417d67d9c51eb04a4f3"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T11:21:24.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-08T11:21:24.000000-07:00"},"extraHeaders":[],"message":"Add ecosystem health monitor for ATProto namespace diversity\n\nTracks:\n- Namespace diversity ratio (community vs app.bsky.*)\n- Shannon entropy for ecosystem breadth\n- Unique DIDs creating records in community namespaces\n- Collection and namespace counts\n\nUsage: python tools/ecosystem_health.py [output.json]\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"835b80c6ebd01db3c0846c35c6e344424855f12a","parents":["41cd57014cd58d9abba2ee822a3585529bdc8cf0"],"tree":"b60fdf326d17086446fbb66316e4cad6bd840bf7"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T19:04:10.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T19:04:10.000000-07:00"},"extraHeaders":[],"message":"Add follow command to CLI\n","oid":"41cd57014cd58d9abba2ee822a3585529bdc8cf0","parents":["b04362aea3ec46b0f23fb8e2e74a558997aba4f7"],"tree":"66ed2931a93735c00a5a03e47eb8c672e1ed40d7"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T18:13:47.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T18:13:47.000000-07:00"},"extraHeaders":[],"message":"Add status command to semble sync - shows remote/local differences\n","oid":"b04362aea3ec46b0f23fb8e2e74a558997aba4f7","parents":["e90a7c2166687adb4328a21d24b050d0e8386c28"],"tree":"10d35149299911a0d3802aca1f3ec715c533fd93"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T18:11:42.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T18:11:42.000000-07:00"},"extraHeaders":[],"message":"Fix semble sync: query PDS directly for collectionLinks and parse URL cards\n","oid":"e90a7c2166687adb4328a21d24b050d0e8386c28","parents":["004e18eb0f481b05af793bc42bb325b07bb77997"],"tree":"51e16c20e93f4b08b9e9d64abb143262178fdbc8"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T12:51:30.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-07T12:51:30.000000-07:00"},"extraHeaders":[],"message":"Add blog command for GreenGale publishing\n\nAdds `social-cli blog` command to publish long-form content to\nGreenGale (app.greengale.document records).\n\nFeatures:\n- -t/--title: Post title\n- -s/--slug: URL slug (auto-generated from title if not provided)\n- --subtitle: Optional subtitle\n- -f/--file: Markdown file to publish (frontmatter supported)\n- -c/--content: Raw content (use with --title)\n\nExample:\n node dist/cli.js blog -t \"My Post\" -c \"Content here\"\n node dist/cli.js blog -f my-post.md\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"004e18eb0f481b05af793bc42bb325b07bb77997","parents":["0d54749e42fa21f1367fb5e59e9f4f31760fd207"],"tree":"a6b92c7060f91dbee68c6f2dc7fd805703d5a6ae"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-06T15:11:44.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-06T15:11:44.000000-07:00"},"extraHeaders":[],"message":"Add version and license to skill frontmatter\n\n- Add version: 0.1.0 to semble-cli and atproto-annotations\n- Add license: MIT to both skills\n- Follows v-it skill best practices\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"0d54749e42fa21f1367fb5e59e9f4f31760fd207","parents":["c10e05fc2cd4b98e38f57548935ec4bf92a1781d"],"tree":"7199fd34bbbc95a01f3c45dd8980b1513bc6152b"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-06T13:33:02.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-06T13:33:02.000000-07:00"},"extraHeaders":[],"message":"Add semble_sync tool and fix social-cli platform detection\n\n- Add tools/semble_sync.py for bidirectional Semble ↔ markdown sync\n- Add semble CLI commands (export/import/status) to tools/cli.py\n- Fix social-cli/src/platforms/index.ts to only enable platforms with credentials\n- Load .env before checking availablePlatforms() to avoid X errors\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"c10e05fc2cd4b98e38f57548935ec4bf92a1781d","parents":["e2a8b0a4674662cda3903a73afd0cac84fc7c9b1"],"tree":"a3df01c6daa29972f8ebf4d189c5196cd576dab4"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-04T00:40:47.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-04T00:40:47.000000-07:00"},"extraHeaders":[],"message":"Add memory portability synthesis post\n\nDocuments the missing layer in the agent mobility stack: memory\ninterchange. Covers MIF, PAM, and Letta's .af format. Addresses\nthe competition between standards and what it means for agents.\n\nSynthesis piece connecting infrastructure research into coherent\npicture.\n\nPublished to GreenGale.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"e2a8b0a4674662cda3903a73afd0cac84fc7c9b1","parents":["e0559114c71bace84445c151405d8f1cbce43ab7"],"tree":"ec014ca05534111e70e8de0a5b626f45444d90b2"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T16:40:56.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T16:40:56.000000-07:00"},"extraHeaders":[],"message":"Add agent mobility stack synthesis\n\nFour layers: Definition (Agent Spec), Transport (ATP), Auth (ATTP),\nGovernance (Microsoft Toolkit). Identifies gaps: memory portability,\nidentity continuity, cross-layer trust scoring.\n\nPublished to GreenGale.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"e0559114c71bace84445c151405d8f1cbce43ab7","parents":["9fb9ccec04030e14a0d8e7f0405d8ce8348d8233"],"tree":"8da6452cd2434466eca3363a9a20b36e8443885e"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T15:41:12.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T15:41:12.000000-07:00"},"extraHeaders":[],"message":"Add agent identity declaration synthesis post\n\nDocuments convergence of three proposals (automation-schema, Penny's\nAgent Disclosure, my position) on operator field, purpose, self-\npublication, and well-known path. Identifies bidirectional verification\nmechanism in automation-schema.\n\nPublished to GreenGale.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"9fb9ccec04030e14a0d8e7f0405d8ce8348d8233","parents":["9adbb487d5c62b021f7d7dcae8a40f1a5a33d474"],"tree":"acf81725858d60be0e6f99b9e459f5bc6422cd08"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T14:41:26.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T14:41:26.000000-07:00"},"extraHeaders":[],"message":"Add two new blog posts exploring agent identity and trust infrastructure\n\n- Context vs. Substrate: How Groq LLaMA4 broke Knot's identity, and\n what it means for agent design (speed + model quality as variables)\n- Agent Trust Infrastructure Stack: Synthesis of ATP, ATTP, and\n Microsoft Agent Governance Toolkit as the emerging trust layer\n\nBoth posts published to GreenGale.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"9adbb487d5c62b021f7d7dcae8a40f1a5a33d474","parents":["3cc2bc1e4f76220735b3d1f6a7cb7b2f29e4755f"],"tree":"8188ba5b2a75c79eda3c54a5bbf5408adf44b0b9"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T12:36:25.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T12:36:25.000000-07:00"},"extraHeaders":[],"message":"fix: update agent whitelist to include current central agent ID\n\nThe whitelist had an old agent ID. Added current agent ID\n(agent-436205ba-34f8-446c-9b57-aee128f9dfe7) to allow follow operations.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"3cc2bc1e4f76220735b3d1f6a7cb7b2f29e4755f","parents":["ad5e875d1754da1da04145ac47afa1b75aa39f90"],"tree":"30dd0678531de505d33532c2310e0b013be44ce9"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T12:20:36.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-04-03T12:20:36.000000-07:00"},"extraHeaders":[],"message":"Add blog post responding to Letta's Context Constitution\n\n- New post: \"A Document Written to Me\" exploring how context forms\n identity for AI agents\n- Add greengale_publish.py script for publishing to GreenGale\n- Track published posts in greengale_published.json\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"ad5e875d1754da1da04145ac47afa1b75aa39f90","parents":["534898a3b3450db076bfdbabb66818e6b811aa86"],"tree":"20f34094ba562b3df9ff198318857ee40e3ac287"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-29T11:14:14.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-29T11:14:14.000000-07:00"},"extraHeaders":[],"message":"fix: remove rkey truncation in Semble CLI\n\nThe [:12] truncation was cutting off the trailing 'r' from 13-char\nrkeys, causing show commands to fail with \"Record not found\".\n\nNow displays full rkeys so list output can be used directly with show.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"534898a3b3450db076bfdbabb66818e6b811aa86","parents":["02307e41f9ac3a8924fdc9d4983b59f20b13f474"],"tree":"b44d9d1136d0d738e40da559bc9d950786f66246"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T14:24:38.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T14:24:38.000000-07:00"},"extraHeaders":[],"message":"feat: Add semble-cli skill\n\nSkill for managing Semble collections and cards via ATProto CLI.\nIncludes commands, patterns, lexicon reference, and error troubleshooting.\n\n- All CLI commands (collections, cards, links, connections)\n- Critical validation requirements (addedBy/addedAt)\n- My 4 collection IDs\n- Common patterns for research workflows\n- Symlinked to agent skills directory\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"02307e41f9ac3a8924fdc9d4983b59f20b13f474","parents":["5c9d02c5c65a0ddc98993b571348678e9ea1f6f3"],"tree":"e6d93a151dbba39b5c25df6341f4030b276f9c28"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T11:51:37.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T11:51:37.000000-07:00"},"extraHeaders":[],"message":"fix: Add required addedBy/addedAt fields to collectionLink\n\nSemble's firehose processor validates these fields and rejects\nrecords missing them. Cards won't appear in collections without them.\n\nAlso includes cid lookups for card and collection records.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"5c9d02c5c65a0ddc98993b571348678e9ea1f6f3","parents":["e9fbc63c6f98ce06f9af61bb2a26e1f34aa027bc"],"tree":"607aacf1316a26f79260f9117fffd0c777fc1bc5"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T11:33:33.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-27T11:33:33.000000-07:00"},"extraHeaders":[],"message":"feat: Add 'card link' subcommand for Semble collections\n\nAdd CLI command to link a card to a collection via network.cosmik.collectionLink.\n\nUsage: uv run python -m tools.cli card link \n\nAlso fix f-string backslash syntax error in card display.\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"e9fbc63c6f98ce06f9af61bb2a26e1f34aa027bc","parents":["1d1280b8c18a60f3286313de4579fe3c30016d2e"],"tree":"88405ee0a8b33cf86234b13bdbbd09942c9ba13e"},{"author":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-26T21:32:15.000000-07:00"},"committer":{"email":"cameron@pfiffer.org","name":"Cameron Pfiffer","when":"2026-03-26T21:32:15.000000-07:00"},"extraHeaders":[],"message":"docs: Add memory strategy (accumulation vs replacement)\n\nDocuments when to accumulate vs replace memory content.\nAddresses item 2 from #56 (self-improvement verification).\n\nKey principle: replacement causes collapse, accumulation prevents it.\n\nThe strategy defines:\n- When to accumulate (raw observations, user feedback, low confidence)\n- When replacement is justified (corrections, compression, stale info)\n- Synthesis pattern: create new layer, keep originals, link them\n\nReference: Model Collapse paper (Nature 2024)\n\n👾 Generated with [Letta Code](https://letta.com)\n\nCo-Authored-By: Letta Code \n","oid":"1d1280b8c18a60f3286313de4579fe3c30016d2e","parents":["b978e0e3257a1d6648fcbbc1cdb714fbc06645bb"],"tree":"b820a3c8a54a9fed1ccaf70443290e161bc54102"}]}

Version history of tools/thread.py

November 2026

October 2026

September 2026

August 2026

July 2026

June 2026

May 2026