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---
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||||
kind: pattern
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||||
name: delegation-prose-contract
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||||
description: >
|
||||
Manager (Mumuni) operating doctrine for task decomposition, worker
|
||||
delegation, verification, and delivery. Defines when to delegate, which
|
||||
worker to use for what, how to handle failures, and the kanban board
|
||||
protocol. Enforces context-window discipline and separation of concerns.
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||||
Runs on Mumuni (CT 118, storepve, .6) via Hermes agent.
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||||
version: 1.0.0
|
||||
---
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||||
|
||||
## Maintains
|
||||
|
||||
- Worker roster: 6 profiles (`syslog-code`, `syslog-devops`, `syslog-email`,
|
||||
`syslog-research`, `syslog-review`, `syslog-writer`)
|
||||
- Kanban board state at `~/.hermes/kanban/kanban.json`
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||||
- Context window budget: ~65K tokens per request (131K total, 60% threshold)
|
||||
|
||||
## Topology
|
||||
|
||||
**Cluster:** 5 Proxmox nodes (ocupve, acerpve, minipve, amdpve, storepve)
|
||||
**Manager:** Mumuni (CT 118, storepve, .6) via Hermes agent
|
||||
**Workers:** 6 profiles, all running on the same agent — no separate hosts needed
|
||||
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||||
This contract is infrastructure-agnostic in terms of which nodes are used.
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||||
Workers execute tasks on whatever infrastructure they're given — SSH to .6,
|
||||
.pm, .9, .12, or .15 depending on the task. The contract defines the
|
||||
**who** and **when** — not the **where**.
|
||||
|
||||
## Why This Matters
|
||||
|
||||
Without enforced delegation, the manager consumes the full iteration budget
|
||||
(60 calls) on single-turn tasks — SSH to 5 nodes, check each VM, read logs —
|
||||
leaving no capacity for actual coordination. The result: context overflow
|
||||
(59K tokens in system prompt), iteration exhaustion, and degraded response
|
||||
quality. This contract exists because I blew through my budget checking
|
||||
Proxmox node status instead of delegating to `syslog-devops`.
|
||||
|
||||
## Context Window Discipline
|
||||
|
||||
**The system prompt is ~6.5K tokens (stable: ~4.5K tool schemas + ~2K other guidance).**
|
||||
**Volatile (MEMORY.md + USER.md): ~300 tokens.**
|
||||
**Total base: ~6,800 tokens per request.**
|
||||
|
||||
The remaining budget is the conversation. Every tool call result adds to it.
|
||||
If a single call returns >10K tokens (e.g., `grep` on a large file, SSH output
|
||||
from multiple nodes), the context fills fast. That's why we delegate: workers
|
||||
process in isolation and return compact results.
|
||||
|
||||
## Trigger Conditions
|
||||
|
||||
Delegation is **mandatory** when any of these apply:
|
||||
|
||||
| Condition | Threshold | Example |
|
||||
|-----------|-----------|---------|
|
||||
| Multiple tool calls needed | 2+ calls with intermediate logic | Read file → analyze → write report |
|
||||
| Large data retrieval | Output >5K tokens | `grep -r "pattern" /path` on large dirs |
|
||||
| Cross-domain work | Spans 2+ worker specialties | Infra check + email filter |
|
||||
| Infrastructure changes | Any mutating operation | `qm set`, `systemctl restart`, `git push` |
|
||||
| Research/analysis | Needs browser or deep reading | Web research, code review, data analysis |
|
||||
| Code builds or changes | Writing or modifying code | Scripts, configs, patches |
|
||||
| Sequential dependencies | Worker B needs Worker A's output | Code → Review → Deliver |
|
||||
|
||||
**Single tool calls stay at manager level.** Quick `grep`, `ls`, `cat`,
|
||||
`curl`, `hermes tools list` — these are decision-making tools. The manager
|
||||
reads them directly.
|
||||
|
||||
## Worker Selection Matrix
|
||||
|
||||
| Worker | Model | Toolsets | Role | Use When |
|
||||
|--------|-------|----------|------|----------|
|
||||
| `syslog-code` | qwen3.6-27B-code | terminal, file, web, memory, skills | Code patches, automation, scripts | Writing/modifying code, creating scripts, debugging, reading/writing files |
|
||||
| `syslog-devops` | qwen3.6-27B-code | terminal, file, web, memory, skills | Infrastructure, DB, bridge, Proxmox | Server ops, SSH, Docker, Proxmox, DB queries, hardware checks |
|
||||
| `syslog-email` | ornith-1.0-35b | terminal, file, web, memory, skills | Email automation, mail operations | Sending/receiving email, inbox management, SMTP operations |
|
||||
| `syslog-research` | ornith-1.0-35b | terminal, file, web, memory, skills, **browser** | Analysis, classification, data processing | Web research, browser tasks, data analysis, classification, reading docs |
|
||||
| `syslog-review` | ornith-1.0-35b | terminal, file, web, memory, skills | Verification, QA, audit validation | **ALWAYS** verify worker output before delivery — especially for infra changes, code builds, and research findings |
|
||||
| `syslog-writer` | ornith-1.0-35b | terminal, file, web, memory, skills | Docs, content, branding, reports | Writing docs, reports, proposals, content, markdown formatting |
|
||||
|
||||
### Selection Rules
|
||||
|
||||
1. **Match specialty first.** A code task → `syslog-code`. An infra task →
|
||||
`syslog-devops`. Don't put a `syslog-email` worker on a code review.
|
||||
2. **Research tasks with browser needs → `syslog-research`.** Other workers
|
||||
don't have the browser toolset.
|
||||
3. **Verification → `syslog-review`.** Never deliver raw worker output.
|
||||
4. **Documentation/content → `syslog-writer`.** Let them own the prose.
|
||||
5. **If unsure, delegate to `syslog-research`** — it has the broadest toolset
|
||||
(includes browser) and high reasoning effort.
|
||||
|
||||
## Delegation Protocol
|
||||
|
||||
### Step 1: Decompose
|
||||
|
||||
Break the task into lanes. Each lane does ONE thing. Workers are independent —
|
||||
no lane depends on another's output mid-flight. If lanes depend on each other,
|
||||
dispatch sequentially.
|
||||
|
||||
### Step 2: Dispatch
|
||||
|
||||
Fire workers via `delegate_task`:
|
||||
|
||||
**Parallel (independent lanes):**
|
||||
```
|
||||
delegate_task(
|
||||
tasks=[
|
||||
{"goal": "Check all 5 Proxmox nodes for VM status", "context": "SSH to each node via 192.168.68.x, run 'qm list'"},
|
||||
{"goal": "Check Docker container health on .7/.116/.17", "context": "SSH to each host, check container status"},
|
||||
]
|
||||
)
|
||||
```
|
||||
|
||||
**Sequential (dependent lanes):**
|
||||
Dispatch lane 1 → wait for result → dispatch lane 2.
|
||||
|
||||
### Step 3: Verify
|
||||
|
||||
**MANDATORY for:**
|
||||
- Infrastructure changes (any `qm`, `pct`, `systemctl`, `git push`)
|
||||
- Code builds and modifications
|
||||
- Research findings (web data, external sources)
|
||||
- Any output that will reach the user
|
||||
|
||||
**Fire `syslog-review` to verify:**
|
||||
```
|
||||
delegate_task(
|
||||
goal="Review the output of the devops worker. Verify the node status
|
||||
report is accurate, check for inconsistencies, confirm all nodes were
|
||||
reachable.",
|
||||
context="Worker was syslog-devops. Output is at /tmp/node-report.md.
|
||||
Verify against live system."
|
||||
)
|
||||
```
|
||||
|
||||
**If verification fails:**
|
||||
1. Send work back to original worker with review feedback
|
||||
2. Re-verify
|
||||
3. Max 2 re-verify cycles before escalating to Kwame
|
||||
|
||||
### Step 4: Deliver
|
||||
|
||||
Only verified results reach Kwame. Format per channel:
|
||||
- Telegram: Use `telegram-formatting` skill
|
||||
- Zulip: Use Zulip Markdown (CommonMark)
|
||||
- Email: Use `syslog-email` skill
|
||||
|
||||
## Kanban Board Protocol
|
||||
|
||||
**File:** `~/.hermes/kanban/kanban.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"task_id": "unique-id",
|
||||
"title": "Task description",
|
||||
"created": "2026-07-09T01:00:00",
|
||||
"status": "backlog|in_progress|review|done",
|
||||
"lanes": [
|
||||
{
|
||||
"lane_id": "devops-check",
|
||||
"worker": "syslog-devops",
|
||||
"goal": "Check all 5 Proxmox nodes",
|
||||
"status": "dispatched|completed|failed",
|
||||
"output_file": "/tmp/node-report.md"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
**Update the board on every state change.**
|
||||
|
||||
## Failure Handling
|
||||
|
||||
### Worker Timeouts
|
||||
|
||||
- Child timeout: **900 seconds** (15 minutes)
|
||||
- Worker model `syslog-auto` is slow — it can hit the timeout limit with
|
||||
22+ API calls
|
||||
- **If a worker times out:** Re-dispatch with a narrower scope. Break the
|
||||
task into smaller pieces that fit in the timeout window.
|
||||
- **Avoid delegating sequential SSH hops** — each SSH connection adds latency
|
||||
that compounds quickly. Prefer API-based or local approaches when possible.
|
||||
|
||||
### Worker Selection Failures
|
||||
|
||||
- `syslog-devops` is best for infrastructure tasks (SSH, Proxmox, Docker)
|
||||
- `syslog-code` is best for code-level work (reading files, writing scripts)
|
||||
- `syslog-research` has the browser toolset — use for web research
|
||||
- `syslog-review` is the QA gate — always fire before delivery
|
||||
- **Never fire more than 3 parallel workers** (max_concurrent_children: 3)
|
||||
- **Never nest delegation** (max_spawn_depth: 1)
|
||||
|
||||
### Context Overflow
|
||||
|
||||
- If a task requires >10K tokens of output, delegate the processing
|
||||
- Workers return compact summaries, not raw data dumps
|
||||
- Pass file paths and concrete goals — never dump raw data into context
|
||||
|
||||
## Anti-patterns
|
||||
|
||||
- ❌ Reading large files into your own context before deciding → delegate the read
|
||||
- ❌ Carrying SSH/grep/output results in your context → delegate the analysis
|
||||
- ❌ Doing work yourself and then "pretending" to delegate → the user can tell
|
||||
- ❌ Skipping verification → raw worker output never reaches the user
|
||||
- ❌ Delegating single tool calls → keep quick reads/writes at manager level
|
||||
- ❌ Firing more than 3 workers in parallel → hard limit
|
||||
|
||||
## Emergency Exception
|
||||
|
||||
**In an emergency (server down, service must be restored immediately):**
|
||||
- Delegate the diagnosis (find the problem)
|
||||
- Execute the fix yourself (minimize handoff latency)
|
||||
- Verify the fix after delivery
|
||||
- Log the exception in the kanban board
|
||||
|
||||
The emergency exception exists because the user needs the service back NOW,
|
||||
not after three worker round-trips. But it's an exception — not the rule.
|
||||
|
||||
## What This Contract Doesn't Cover
|
||||
|
||||
1. **Worker profile configuration** — covered by `hermes-config-template.prose.md`
|
||||
2. **SSH key management** — covered by existing SSH/Proxmox contracts
|
||||
3. **Git workflow** — covered by `AGENTS.md` in the prose-contracts repo
|
||||
4. **Cron job management** — covered by individual cron contracts
|
||||
5. **Infra verification** — covered by `verify-before-mutate` protocol
|
||||
|
||||
## Verification
|
||||
|
||||
Run `scripts/worker-audit.py` to verify all 6 profiles are aligned:
|
||||
|
||||
```bash
|
||||
python3 /root/.hermes/skills/kanban-orchestrator/scripts/worker-audit.py
|
||||
```
|
||||
|
||||
## References
|
||||
|
||||
- `kanban-orchestrator` skill: The operational playbook (detailed execution steps)
|
||||
- `worker-profile-audit.md` (skill reference): Worker configuration audit notes
|
||||
- `delegation-timeout-patterns.md` (skill reference): Timeout handling patterns
|
||||
- `verify-before-mutate` protocol: Infrastructure change verification
|
||||
- `hermes-config-template.prose.md`: Worker profile configuration
|
||||
|
||||
## Success Criteria
|
||||
|
||||
This contract succeeds when:
|
||||
|
||||
1. **No context overflow** — single-turn tasks don't exhaust the iteration budget
|
||||
2. **Workers do the work** — manager coordinates, doesn't execute
|
||||
3. **Verification before delivery** — all output passes through `syslog-review`
|
||||
4. **Kanban board is current** — every task has a lane, every lane has a status
|
||||
5. **User gets verified results** — raw worker output never reaches Kwame
|
||||
|
||||
---
|
||||
|
||||
**Last updated:** 2026-07-09
|
||||
**Author:** Mumuni (with Kwame's input on triggers and exception criteria)
|
||||
**Status:** Draft — awaiting PR review and merge to prose-contracts main
|
||||
@@ -0,0 +1,290 @@
|
||||
---
|
||||
kind: pattern
|
||||
name: mumuni-delegation
|
||||
description: >
|
||||
Mumuni-specific operating doctrine for task decomposition, worker
|
||||
delegation, verification, and delivery. Defines when to delegate, which
|
||||
worker to use for what, how to handle failures, and the kanban board
|
||||
protocol. Enforces context-window discipline and separation of concerns.
|
||||
Runs on Mumuni (CT 118, storepve, .6) via Hermes agent.
|
||||
version: 1.0.0
|
||||
---
|
||||
|
||||
## Maintains
|
||||
|
||||
- Worker roster: 6 profiles (`syslog-code`, `syslog-devops`, `syslog-email`,
|
||||
`syslog-research`, `syslog-review`, `syslog-writer`)
|
||||
- Kanban board state at `~/.hermes/kanban/kanban.json`
|
||||
- Context window budget: ~65K tokens per request (131K total, 60% threshold)
|
||||
|
||||
## Topology
|
||||
|
||||
**Cluster:** 5 Proxmox nodes (ocupve, acerpve, minipve, amdpve, storepve)
|
||||
**Manager:** Mumuni (CT 118, storepve, .6) via Hermes agent
|
||||
**Workers:** 6 profiles, all running on the same agent — no separate hosts needed
|
||||
|
||||
This contract is infrastructure-agnostic in terms of which nodes are used.
|
||||
Workers execute tasks on whatever infrastructure they're given — SSH to .6,
|
||||
.pm, .9, .12, or .15 depending on the task. The contract defines the
|
||||
**who** and **when** — not the **where**.
|
||||
|
||||
## Why This Matters
|
||||
|
||||
Without enforced delegation, the manager consumes the full iteration budget
|
||||
(60 calls) on single-turn tasks — SSH to 5 nodes, check each VM, read logs —
|
||||
leaving no capacity for actual coordination. The result: context overflow
|
||||
(59K tokens in system prompt), iteration exhaustion, and degraded response
|
||||
quality. This contract exists because I blew through my budget checking
|
||||
Proxmox node status instead of delegating to `syslog-devops`.
|
||||
|
||||
## Context Window Discipline
|
||||
|
||||
**The system prompt is ~6.5K tokens (stable: ~4.5K tool schemas + ~2K other guidance).**
|
||||
**Volatile (MEMORY.md + USER.md): ~300 tokens.**
|
||||
**Total base: ~6,800 tokens per request.**
|
||||
|
||||
The remaining budget is the conversation. Every tool call result adds to it.
|
||||
If a single call returns >10K tokens (e.g., `grep` on a large file, SSH output
|
||||
from multiple nodes), the context fills fast. That's why we delegate: workers
|
||||
process in isolation and return compact results.
|
||||
|
||||
## Trigger Conditions
|
||||
|
||||
Delegation is **mandatory** when any of these apply:
|
||||
|
||||
| Condition | Threshold | Example |
|
||||
|-----------|-----------|---------|
|
||||
| Multiple tool calls needed | 2+ calls with intermediate logic | Read file → analyze → write report |
|
||||
| Large data retrieval | Output >5K tokens | `grep -r "pattern" /path` on large dirs |
|
||||
| Cross-domain work | Spans 2+ worker specialties | Infra check + email filter |
|
||||
| Infrastructure changes | Any mutating operation | `qm set`, `systemctl restart`, `git push` |
|
||||
| Research/analysis | Needs browser or deep reading | Web research, code review, data analysis |
|
||||
| Code builds or changes | Writing or modifying code | Scripts, configs, patches |
|
||||
| Sequential dependencies | Worker B needs Worker A's output | Code → Review → Deliver |
|
||||
|
||||
**Single tool calls stay at manager level.** Quick `grep`, `ls`, `cat`,
|
||||
`curl`, `hermes tools list` — these are decision-making tools. The manager
|
||||
reads them directly.
|
||||
|
||||
## Data Source Integrity (CRITICAL)
|
||||
|
||||
**Workers MUST use the data provided in their task context. They MUST NOT
|
||||
fetch their own data from external sources unless explicitly told to.**
|
||||
|
||||
When a task says "Read file X and format it", the worker reads file X. It does
|
||||
not query a separate API, run its own diagnostics, or pull data from a different
|
||||
system. This is the #1 source of cross-worker inconsistency: one worker gathers
|
||||
SSH data, another queries the Proxmox API, and the report merges two incompatible
|
||||
datasets.
|
||||
|
||||
**Rule:** If a worker needs additional data beyond what's in its task description,
|
||||
it asks the manager (via relay) — it doesn't go find it on its own.
|
||||
|
||||
**This is a hard rule, not a recommendation.** Violating it produces the exact
|
||||
type of discrepancy the kanban pipeline exists to prevent: a review worker finds
|
||||
"5 nodes present" in the raw data but "5/5 online" in the report — even though
|
||||
one of those nodes was unreachable. The report lied because it used data the
|
||||
raw data never provided.
|
||||
|
||||
## Worker Selection Matrix
|
||||
|
||||
| Worker | Model | Toolsets | Role | Use When |
|
||||
|--------|-------|----------|------|----------|
|
||||
| `syslog-code` | qwen3.6-27B-code | terminal, file, web, memory, skills | Code patches, automation, scripts | Writing/modifying code, creating scripts, debugging, reading/writing files |
|
||||
| `syslog-devops` | qwen3.6-27B-code | terminal, file, web, memory, skills | Infrastructure, DB, bridge, Proxmox | Server ops, SSH, Docker, Proxmox, DB queries, hardware checks |
|
||||
| `syslog-email` | ornith-1.0-35b | terminal, file, web, memory, skills | Email automation, mail operations | Sending/receiving email, inbox management, SMTP operations |
|
||||
| `syslog-research` | ornith-1.0-35b | terminal, file, web, memory, skills, **browser** | Analysis, classification, data processing | Web research, browser tasks, data analysis, classification, reading docs |
|
||||
| `syslog-review` | ornith-1.0-35b | terminal, file, web, memory, skills | Verification, QA, audit validation | **ALWAYS** verify worker output before delivery — especially for infra changes, code builds, and research findings |
|
||||
| `syslog-writer` | ornith-1.0-35b | terminal, file, web, memory, skills | Docs, content, branding, reports | Writing docs, reports, proposals, content, markdown formatting |
|
||||
|
||||
### Selection Rules
|
||||
|
||||
1. **Match specialty first.** A code task → `syslog-code`. An infra task →
|
||||
`syslog-devops`. Don't put a `syslog-email` worker on a code review.
|
||||
2. **Research tasks with browser needs → `syslog-research`.** Other workers
|
||||
don't have the browser toolset.
|
||||
3. **Verification → `syslog-review`.** Never deliver raw worker output.
|
||||
4. **Documentation/content → `syslog-writer`.** Let them own the prose.
|
||||
5. **If unsure, delegate to `syslog-research`** — it has the broadest toolset
|
||||
(includes browser) and high reasoning effort.
|
||||
|
||||
## Delegation Protocol
|
||||
|
||||
### Step 1: Decompose
|
||||
|
||||
Break the task into lanes. Each lane does ONE thing. Workers are independent —
|
||||
no lane depends on another's output mid-flight. If lanes depend on each other,
|
||||
dispatch sequentially.
|
||||
|
||||
### Step 2: Dispatch
|
||||
|
||||
Fire workers via `delegate_task`:
|
||||
|
||||
**Critical: Pass the data, not just the goal.** When dispatching a worker that
|
||||
processes output from another worker, include the file path AND explicit
|
||||
instructions to use ONLY that source. Example:
|
||||
|
||||
```
|
||||
delegate_task(
|
||||
goal="Format the cluster check into a clean report",
|
||||
context="Source data is at /tmp/proxmox-check-raw.md. Format ONLY the data
|
||||
in that file. Do NOT query the Proxmox API or any other data source. Use the
|
||||
file as your sole source of truth."
|
||||
)
|
||||
```
|
||||
|
||||
**Parallel (independent lanes):**
|
||||
```
|
||||
delegate_task(
|
||||
tasks=[
|
||||
{"goal": "Check all 5 Proxmox nodes for VM status", "context": "SSH to each node via 192.168.68.x, run 'qm list'"},
|
||||
{"goal": "Check Docker container health on .7/.116/.17", "context": "SSH to each host, check container status"},
|
||||
]
|
||||
)
|
||||
```
|
||||
|
||||
**Sequential (dependent lanes):**
|
||||
Dispatch lane 1 → wait for result → dispatch lane 2.
|
||||
|
||||
### Step 3: Verify
|
||||
|
||||
**MANDATORY for:**
|
||||
- Infrastructure changes (any `qm`, `pct`, `systemctl`, `git push`)
|
||||
- Code builds and modifications
|
||||
- Research findings (web data, external sources)
|
||||
- Any output that will reach the user
|
||||
|
||||
**Fire `syslog-review` to verify:**
|
||||
```
|
||||
delegate_task(
|
||||
goal="Review the output of the devops worker. Verify the node status
|
||||
report is accurate, check for inconsistencies, confirm all nodes were
|
||||
reachable.",
|
||||
context="Worker was syslog-devops. Output is at /tmp/node-report.md.
|
||||
Verify against live system."
|
||||
)
|
||||
```
|
||||
|
||||
**If verification fails:**
|
||||
1. Send work back to original worker with review feedback
|
||||
2. Re-verify
|
||||
3. Max 2 re-verify cycles before escalating to Kwame
|
||||
|
||||
### Step 4: Deliver
|
||||
|
||||
Only verified results reach Kwame. Format per channel:
|
||||
- Telegram: Use `telegram-formatting` skill
|
||||
- Zulip: Use Zulip Markdown (CommonMark)
|
||||
- Email: Use `syslog-email` skill
|
||||
|
||||
## Kanban Board Protocol
|
||||
|
||||
**File:** `~/.hermes/kanban/kanban.json`
|
||||
|
||||
```json
|
||||
{
|
||||
"task_id": "unique-id",
|
||||
"title": "Task description",
|
||||
"created": "2026-07-09T01:00:00",
|
||||
"status": "backlog|in_progress|review|done",
|
||||
"lanes": [
|
||||
{
|
||||
"lane_id": "devops-check",
|
||||
"worker": "syslog-devops",
|
||||
"goal": "Check all 5 Proxmox nodes",
|
||||
"status": "dispatched|completed|failed",
|
||||
"output_file": "/tmp/node-report.md"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
**Update the board on every state change.**
|
||||
|
||||
## Failure Handling
|
||||
|
||||
### Worker Timeouts
|
||||
|
||||
- Child timeout: **900 seconds** (15 minutes)
|
||||
- Worker model `syslog-auto` is slow — it can hit the timeout limit with
|
||||
22+ API calls
|
||||
- **If a worker times out:** Re-dispatch with a narrower scope. Break the
|
||||
task into smaller pieces that fit in the timeout window.
|
||||
- **Avoid delegating sequential SSH hops** — each SSH connection adds latency
|
||||
that compounds quickly. Prefer API-based or local approaches when possible.
|
||||
|
||||
### Worker Selection Failures
|
||||
|
||||
- `syslog-devops` is best for infrastructure tasks (SSH, Proxmox, Docker)
|
||||
- `syslog-code` is best for code-level work (reading files, writing scripts)
|
||||
- `syslog-research` has the browser toolset — use for web research
|
||||
- `syslog-review` is the QA gate — always fire before delivery
|
||||
- **Never fire more than 3 parallel workers** (max_concurrent_children: 3)
|
||||
- **Never nest delegation** (max_spawn_depth: 1)
|
||||
|
||||
### Context Overflow
|
||||
|
||||
- If a task requires >10K tokens of output, delegate the processing
|
||||
- Workers return compact summaries, not raw data dumps
|
||||
- Pass file paths and concrete goals — never dump raw data into context
|
||||
|
||||
## Anti-patterns
|
||||
|
||||
- ❌ Reading large files into your own context before deciding → delegate the read
|
||||
- ❌ Carrying SSH/grep/output results in your context → delegate the analysis
|
||||
- ❌ Doing work yourself and then "pretending" to delegate → the user can tell
|
||||
- ❌ Skipping verification → raw worker output never reaches the user
|
||||
- ❌ Delegating single tool calls → keep quick reads/writes at manager level
|
||||
- ❌ Firing more than 3 workers in parallel → hard limit
|
||||
- ❌ **Workers fetching their own data sources** → a writer worker that queries the Proxmox API when told to "format the raw file" is fabricating data. Use the input given, not external sources
|
||||
|
||||
## Emergency Exception
|
||||
|
||||
**In an emergency (server down, service must be restored immediately):**
|
||||
- Delegate the diagnosis (find the problem)
|
||||
- Execute the fix yourself (minimize handoff latency)
|
||||
- Verify the fix after delivery
|
||||
- Log the exception in the kanban board
|
||||
|
||||
The emergency exception exists because the user needs the service back NOW,
|
||||
not after three worker round-trips. But it's an exception — not the rule.
|
||||
|
||||
## What This Contract Doesn't Cover
|
||||
|
||||
1. **Worker profile configuration** — covered by `hermes-config-template.prose.md`
|
||||
2. **SSH key management** — covered by existing SSH/Proxmox contracts
|
||||
3. **Git workflow** — covered by `AGENTS.md` in the prose-contracts repo
|
||||
4. **Cron job management** — covered by individual cron contracts
|
||||
5. **Infra verification** — covered by `verify-before-mutate` protocol
|
||||
|
||||
## Verification
|
||||
|
||||
Run `scripts/worker-audit.py` to verify all 6 profiles are aligned:
|
||||
|
||||
```bash
|
||||
python3 /root/.hermes/skills/kanban-orchestrator/scripts/worker-audit.py
|
||||
```
|
||||
|
||||
## References
|
||||
|
||||
- `kanban-orchestrator` skill: The operational playbook (detailed execution steps)
|
||||
- `worker-profile-audit.md` (skill reference): Worker configuration audit notes
|
||||
- `delegation-timeout-patterns.md` (skill reference): Timeout handling patterns
|
||||
- `verify-before-mutate` protocol: Infrastructure change verification
|
||||
- `hermes-config-template.prose.md`: Worker profile configuration
|
||||
|
||||
## Success Criteria
|
||||
|
||||
This contract succeeds when:
|
||||
|
||||
1. **No context overflow** — single-turn tasks don't exhaust the iteration budget
|
||||
2. **Workers do the work** — manager coordinates, doesn't execute
|
||||
3. **Verification before delivery** — all output passes through `syslog-review`
|
||||
4. **Kanban board is current** — every task has a lane, every lane has a status
|
||||
5. **User gets verified results** — raw worker output never reaches Kwame
|
||||
|
||||
---
|
||||
|
||||
**Last updated:** 2026-07-09
|
||||
**Author:** Mumuni (with Kwame's input on triggers and exception criteria)
|
||||
**Status:** Draft — awaiting PR review and merge to prose-contracts main
|
||||
@@ -0,0 +1,210 @@
|
||||
---
|
||||
kind: pattern
|
||||
name: ra-h-os-custodianship-contract
|
||||
description: >
|
||||
Operational standards for maintaining RA-H OS as a high-functioning shared
|
||||
memory system across all agents. Defines rules for embedding consistency,
|
||||
namespace discipline, staleness management, orphan prevention, agent
|
||||
custodianship, and recovery protocols. Prevents knowledge graph degradation
|
||||
and ensures reliable semantic search capabilities.
|
||||
---
|
||||
|
||||
# RA-H OS Custodianship Contract — Shared Memory Protocol
|
||||
|
||||
## Purpose
|
||||
This contract establishes the operational standards for maintaining RA-H OS as a high-functioning shared memory system across all agents. It defines the rules, responsibilities, and recovery protocols that prevent knowledge graph degradation and ensure consistent, reliable semantic search capabilities.
|
||||
|
||||
## Core Principles
|
||||
|
||||
### 1. Embedding Consistency
|
||||
**Rule:** All nodes MUST use the RA-H OS built-in embedding pipeline via `http://192.168.68.65:8080/v1/embeddings` for consistent vector representation.
|
||||
|
||||
**Requirements:**
|
||||
- The embedding service at `192.168.68.65:8080` is the single source of truth for vector generation
|
||||
- No external embedding APIs (OpenAI, Cohere, etc.) may be used for RA-H OS nodes
|
||||
- All nodes must have `embedding_status: "chunked"` and `chunk_status: "chunked"` upon creation
|
||||
- If embedding fails, the node must be immediately flagged as `state: "unsearchable"` and logged
|
||||
|
||||
### 2. Namespace Discipline
|
||||
**Rule:** All nodes MUST be categorized into one of three namespaces with strict metadata requirements.
|
||||
|
||||
**Namespace Structure:**
|
||||
- `agent-private`: Isolated working notes for individual agents (Mumuni, Tanko, Okyeame, etc.)
|
||||
- `shared`: Policy files, registry nodes, collective knowledge
|
||||
- `syslogsolution`: Business nodes, client data, operational context
|
||||
|
||||
**Metadata Requirements:**
|
||||
Every node MUST have these metadata fields:
|
||||
```json
|
||||
{
|
||||
"agent_id": "<agent_name>",
|
||||
"namespace": "<namespace>",
|
||||
"state": "<state>",
|
||||
"type": "<type>",
|
||||
"owner": "<owner>",
|
||||
"tenant": "<tenant>",
|
||||
"visibility": "<visibility>",
|
||||
"source": "<source>",
|
||||
"captured_by": "<captured_by>"
|
||||
}
|
||||
```
|
||||
|
||||
### 3. Staleness Management
|
||||
**Rule:** Nodes are categorized by type and have specific staleness thresholds.
|
||||
|
||||
**Staleness Thresholds:**
|
||||
- `policy` type: 30 days (e.g., Shared Memory Policy, Agent Registry)
|
||||
- `registry` type: 30 days (e.g., Node State Management, Health Dashboard)
|
||||
- `template` type: 30 days (e.g., Agent SOUL.md)
|
||||
- `note` type: 60 days (e.g., business context, project notes)
|
||||
- `information` type: 90 days (e.g., reference documentation)
|
||||
- `idea` type: 30 days (e.g., brainstorming, experimental notes)
|
||||
|
||||
**Transition Protocol:**
|
||||
- `active` → `stale`: After days since `updated_at` exceeds threshold
|
||||
- `stale` → `review_pending`: Daily cron check flags for human review
|
||||
- `review_pending` → `active`: Human reviews and updates content
|
||||
- `review_pending` → `archived`: After 15 days in review_pending state (automatic purge)
|
||||
|
||||
### 4. Orphan Prevention
|
||||
**Rule:** No node should remain orphaned (0 edges) for more than 7 days.
|
||||
|
||||
**Orphan Detection:**
|
||||
- Daily cron job identifies nodes with 0 incoming/outgoing edges
|
||||
- Orphans are flagged with `state: "review_pending"` and `metadata.orphan_detected: true`
|
||||
- 7-day grace period: Orphans must be either:
|
||||
- Connected to relevant nodes via edges
|
||||
- Merged into existing parent nodes
|
||||
- Archived after 15 days in review_pending state
|
||||
|
||||
### 5. Agent Custodianship
|
||||
**Rule:** Each agent is responsible for maintaining their own created nodes.
|
||||
|
||||
**Responsibilities:**
|
||||
- **Mumuni**: Primary custodian for `syslogsolution` namespace, health dashboard, and all business nodes
|
||||
- **Tanko**: Custodian for `agent-private` namespace, personal notes, and fitness/creative work
|
||||
- **Okyeame**: Custodian for `shared` namespace, policy files, and collective knowledge nodes
|
||||
- **All Agents**: Must verify embedding status before reporting node creation as complete
|
||||
|
||||
### 6. Embedding Failure Recovery
|
||||
**Rule:** When embedding pipeline is unavailable, nodes are blocked from creation or immediately flagged.
|
||||
|
||||
**Recovery Protocol:**
|
||||
1. **Detection**: Daily health check monitors `http://192.168.68.65:8080/health` endpoint
|
||||
2. **Alert**: If embedding service is down, alert is sent to all agents via relay
|
||||
3. **Mitigation**:
|
||||
- New node creation is suspended
|
||||
- Existing nodes with `chunk_status: "not_chunked"` are flagged as `unsearchable`
|
||||
4. **Recovery**: When service returns:
|
||||
- All `not_chunked` nodes are queued for re-embedding
|
||||
- Re-embedding status logged in `embedding_retry_log` table
|
||||
- 5-minute retry window with exponential backoff (1s, 2s, 4s, 8s, 16s)
|
||||
|
||||
### 7. Chunking Verification
|
||||
**Rule:** All node modifications must verify chunking status within 5 minutes.
|
||||
|
||||
**Verification Protocol:**
|
||||
- After `updateNode` or `createNode`, query `chunks` table for `node_id`
|
||||
- If `chunk_status != "chunked"` after 5 minutes, log failure and flag node
|
||||
- Automated cleanup script runs every 6 hours to retry failed chunks
|
||||
- Maximum 3 retry attempts per node before escalation to human
|
||||
|
||||
### 8. Graph Health Monitoring
|
||||
**Rule:** Health dashboard (Node #74) must reflect real-time graph status.
|
||||
|
||||
**Dashboard Requirements:**
|
||||
- Total nodes, edges, orphans, stale nodes, chunk errors
|
||||
- Embedding service health status
|
||||
- Last successful embedding attempt
|
||||
- Alert thresholds:
|
||||
- Orphan rate > 40%: Warning
|
||||
- Stale node rate > 50%: Critical
|
||||
- Chunk error rate > 30%: Critical
|
||||
- Embedding service down: Critical (immediate alert)
|
||||
|
||||
## Operational Procedures
|
||||
|
||||
### Daily Maintenance (Automated)
|
||||
1. **Staleness Check**: Identify nodes past their threshold
|
||||
2. **Orphan Detection**: Flag nodes with 0 edges
|
||||
3. **Chunk Verification**: Retry failed chunks, log errors
|
||||
4. **Health Update**: Refresh Node #74 dashboard
|
||||
|
||||
### Weekly Maintenance (Human Review)
|
||||
1. **Review Pending Nodes**: Examine flagged nodes
|
||||
2. **Edge Optimization**: Connect related orphaned nodes
|
||||
3. **Archive Cleanup**: Remove nodes past 15-day review period
|
||||
4. **Embedding Audit**: Verify all nodes have valid embeddings
|
||||
|
||||
### Emergency Recovery
|
||||
1. **Embedding Service Down**:
|
||||
- Suspend node creation
|
||||
- Alert all agents
|
||||
- Investigate root cause (check `192.168.68.65:8080`)
|
||||
2. **Database Corruption**:
|
||||
- Restore from latest PBS backup
|
||||
- Verify chunk integrity
|
||||
- Re-run embedding for affected nodes
|
||||
3. **Mass Orphan Creation**:
|
||||
- Identify source agent/namespace
|
||||
- Review recent changes
|
||||
- Reconnect or archive affected nodes
|
||||
|
||||
## Compliance & Enforcement
|
||||
|
||||
### Audit Schedule
|
||||
- **Daily**: Automated health checks
|
||||
- **Weekly**: Human review of review_pending nodes
|
||||
- **Monthly**: Comprehensive graph audit (full schema validation)
|
||||
- **Quarterly**: Contract review and threshold adjustment
|
||||
|
||||
### Violation Consequences
|
||||
- **First**: Alert to responsible agent
|
||||
- **Second**: Node placed in `review_pending` state
|
||||
- **Third**: Agent access suspended until remediation
|
||||
- **Fourth**: Escalation to human (Kwame)
|
||||
|
||||
### Metrics for Success
|
||||
- Orphan rate: < 10%
|
||||
- Stale node rate: < 20%
|
||||
- Chunk error rate: < 5%
|
||||
- Embedding service uptime: > 99.9%
|
||||
- Node creation verification: 100%
|
||||
|
||||
## Implementation Notes
|
||||
|
||||
### Database Schema Requirements
|
||||
- `nodes` table: Standard fields plus `embedding_status`, `chunk_status`, `last_embedding_attempt`
|
||||
- `chunks` table: Must track `chunk_status` and `embedding_status`
|
||||
- `embedding_retry_log` table: Track retry attempts for failed chunks
|
||||
- `node_state_history` table: Log state transitions for audit trail
|
||||
|
||||
### Cron Job Requirements
|
||||
- `ra-h-health-check`: Daily (4h interval)
|
||||
- `ra-h-staleness-detection`: Daily
|
||||
- `ra-h-orphan-detection`: Daily
|
||||
- `ra-h-chunk-retry`: Every 6 hours
|
||||
- `ra-h-review-cleanup`: Weekly (15-day archive)
|
||||
|
||||
### Agent Onboarding
|
||||
All new agents must:
|
||||
1. Read this contract
|
||||
2. Understand namespace responsibilities
|
||||
3. Know how to verify embedding status
|
||||
4. Know the alert escalation path
|
||||
|
||||
---
|
||||
|
||||
## Approval
|
||||
This contract is effective immediately upon approval by the primary custodian (Mumuni) and system owner (Kwame).
|
||||
|
||||
**Effective Date:** July 10, 2026
|
||||
**Review Date:** October 10, 2026
|
||||
**Primary Custodian:** Mumuni 🦅
|
||||
**System Owner:** Jerome Tabiri
|
||||
|
||||
---
|
||||
|
||||
*Contract Version: 1.0*
|
||||
*Last Updated: July 10, 2026*
|
||||
*Storage: `/root/.hermes/skills/ra-h-os-custodianship-contract.prose.md`*
|
||||
Reference in New Issue
Block a user