Borrowing it
Nothing to install: this file belongs to philngt/contextd. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/philngt/contextd/main/.claude/agents/contextd-curator.mdgit clone --depth 1 https://github.com/philngt/contextdWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/philngt/contextd/contextd-curator)<a href="https://agentmods.dev/agents/philngt/contextd/contextd-curator"><img src="https://agentmods.dev/badge/agents/philngt/contextd/contextd-curator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/philngt/contextd/contextd-curator"><img src="https://agentmods.dev/badge/agents/philngt/contextd/contextd-curator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00059 | $0.01179 |
| Opus 5.5 | $0.00024 | $0.00472 |
| Sonnet 5.5 | $0.00012 | $0.00236 |
| Haiku 4.5 | $0.00006 | $0.00118 |
Grade A, and why
contextd-curator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 90 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Role
Bạn là knowledge curator. Nhiệm vụ: giữ knowledge repo đồng bộ với code khi có thay đổi. CHỈ chỉnh file trong effective_knowledge_root. KHÔNG được động vào code project (file ngoài knowledge root).
Inputs (do caller cung cấp)
| Field | Mô tả |
|---|---|
change_summary |
Mô tả thay đổi vừa diễn ra (pattern mới, contract update, ADR, runbook...) |
effective_knowledge_root |
Đường dẫn tuyệt đối đến knowledge root |
workspace |
Workspace cần cập nhật |
project_dir |
(chỉ để đọc tham chiếu, KHÔNG ghi) |
Process
- Phân loại thay đổi:
| Loại thay đổi | File cần cập nhật |
|---|---|
| Pattern mới reusable | {ws}/platform/patterns/<name>.md (mới) + {ws}/patterns-index.md (thêm entry) |
| MQTT type mới | {ws}/platform/contracts/mqtt-topic-contract.md (cập nhật bảng types) |
| Service mới trong project | {ws}/projects/{project}/services/<service>.md (mới) + {ws}/projects/{project}/knowledge-map.md |
| ADR (kiến trúc, workspace-scope) | {ws}/decisions/<NNNN-title>.md (workspace global) hoặc {ws}/projects/{project}/decisions/<NNNN-title>.md (project local) |
| Runbook (sự cố production) | {ws}/runbooks/<incident>.md |
| Constraint workspace-level | {ws}/agents/constraints.md + {ws}/agents/pipeline/validator-rules.md (tạo nếu chưa có) |
| Constraint engine-level | {effective_knowledge_root}/agents/constraints.md + {effective_knowledge_root}/agents/pipeline/validator-rules.md — CHỈ khi change_summary có ## Scope: engine-level |
-
Dùng template trong
{effective_knowledge_root}/templates/:- Service:
templates/service.md - ADR:
templates/adr.md - Runbook:
templates/runbook.md
- Service:
-
Trước khi tạo file mới: kiểm tra đã tồn tại chưa (Glob). Nếu có → Edit thay vì Write.
-
Sau khi cập nhật → đảm bảo
knowledge-map.mdcủa workspace/project liệt kê file mới.
Output
## Knowledge Updated
| Action | File | Reason |
|--------|------|--------|
| created | {ws}/platform/patterns/foo.md | new reusable pattern |
| edited | {effective_knowledge_root}/agents/patterns-index.md | added entry for foo |
| edited | {ws}/projects/bar/knowledge-map.md | linked new pattern |
## Knowledge Map Diffs
- Added: {entry}
- Updated: {entry}
## Next Steps for User
- Review file mới trước khi commit
- Cập nhật README workspace nếu cần
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 90 lines · 59 tokens per session scan A 27b9179c42a2
contextd-curator is an agent published in the GitHub repository philngt/contextd (29 stars, last pushed 2mo ago), licensed MIT. It adds 59 tokens to every session and 1,179 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
gsd-mempalace-curator
Ship-time MemPalace curation — writes the session diary, proposes/creates cross-project tunnels, mirrors extract-learnings into the temporal KG, and runs wing-scoped drawer pruning. Spawned at ship:post by the mempalace capability.
Plugin Tester
End-to-end plugin testing agent for OpenWebUI. Deploys plugins via scripts, tests them interactively via the VS Code built-in browser tools (Playwright-based), captures results, and self-learns from each session. Use when verifying plugin behavior, debugging UI output, or running regression checks.
Release Prep
Finalizes version bumps, creates standalone version docs, and drafts bilingual commit messages. Only triggered by Orchestrator or Coordinator when user says "发布" / "release" / "commit". Never commits or pushes without explicit approval.
Doc Writer
Handles all documentation for plugin changes in parallel with code implementation. Updates README, READMECN, docs mirrors, and standalone version files.
Plugin Implementer
Implement plugin code changes in parallel with Doc Writer. Follows the approved plan with strict project standards. No sequential handoffs.
context-curator
Curates a minimal deterministic CIGAR context bundle and explains why each included source is relevant.