feat(context-window): evolution — Gitea-centric checkpoint pruning + agent context hygiene
New rules: - context-window-budget.md — budget per task size, what to load/offload, recovery protocol - gns-checkpoint-pruning.md — minimal checkpoint v2 schema, agent entry/exit protocols Updated: - orchestrator.md — Context Budget Governance section (prune if consumed > 80%) - gns-agent-protocol.md — checkpoint schema trimmed (history → history_tail), added current_task + agent_chain - EVOLUTION_LOG.md — logged evolution entry #5 Fixes: context window overflow, agents loading 15,000+ tokens of irrelevant comments, state held in RAM instead of offloaded to Gitea.
This commit is contained in:
@@ -729,3 +729,79 @@ This is the 4th orchestrator behavior regression in 40 days:
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- Zero-Work Policy: orchestrator is dispatcher only; any self-work is logged as regression
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---
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## Entry: 2025-05-18T15:50:00+01:00
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### Type
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Context Window Hardening — Gitea-Centric Checkpoint Pruning + Agent Context Hygiene
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### Gap
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Agents routinely loaded full issue comment history (200+ comments = 15,000+ tokens), previous agent outputs, build logs, and unrelated rules into their context window. This pushed context to 80–90% before work began, leaving <10% for actual reasoning. Three symptoms:
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1. **Checkpoint bloat**: `session-persistence.md` stored full `history` array + cascade logs + test outputs in checkpoint JSON, which agents loaded verbatim
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2. **No context budget enforcement**: No rule specified how many files, skills, or comments an agent may load per task size
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3. **Agents holding state in RAM**: GNS-2 protocol said "Gitea is the shared brain" but agents didn't offload old state; they reloaded it every entry
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### Root Cause
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| Missing Component | Where it should live | Impact |
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|------------------|---------------------|--------|
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| Checkpoint pruning protocol | `orchestrator.md` + new rule file | 80% context waste |
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| Agent context budget table | rule file | No limit on loaded content |
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| What-NOT-to-load list | rule file | Agents loaded 15,000+ tokens of irrelevant data |
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| Context recovery protocol | rule file | Agents hung with corrupted context |
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`gns-agent-protocol.md` defined checkpoint schema but contained full `history` array and no pruning triggers.
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### Implementation
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#### New Rule Files
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| File | Lines | Purpose |
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|------|-------|---------|
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| `.kilo/rules/context-window-budget.md` | ~130 | Context budget per task size, what to load, what to offload |
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| `.kilo/rules/gns-checkpoint-pruning.md` | ~180 | Minimal checkpoint schema, removal table, entry/exit protocols, pagination |
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#### Updated Files
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| File | Change |
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|------|--------|
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| `.kilo/agents/orchestrator.md` | Added **Context Budget Governance** section — prune checkpoint if `consumed > 80%`, agent receives ≤3 files + 1 skill + 1 rule |
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| `.kilo/rules/gns-agent-protocol.md` | Checkpoint schema truncated (`history` → `history_tail` 3 entries), added `current_task` + `agent_chain`; added **Context Budget Governance** section |
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#### Key Protocols Added
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| Protocol | File | Trigger | Result |
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|----------|------|---------|--------|
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| Checkpoint pruning | `context-window-budget.md` | `consumed > 80%` | Archive comment + reset counter + mark `pruned: true` |
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| Agent entry hygiene | `gns-checkpoint-pruning.md` | Every agent invocation | Load ONLY checkpoint + last 3 comments + ≤3 files + 1 skill + 1 rule |
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| Agent exit write | `gns-checkpoint-pruning.md` | Agent termination | Write GNS_EVENT footer → update checkpoint → prune if >80% |
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| Recovery from corruption | both | Invalid checkpoint | Post `context-recovery-needed` comment + log to `.kilo/logs/context-corruption-recovery.jsonl` |
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### Verification
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- [x] `.kilo/agents/orchestrator.md` — YAML frontmatter valid
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- [x] `.kilo/rules/gns-agent-protocol.md` — markdown valid, YAML blocks correct
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- [x] `validate-agents.cjs` — all 33 agents pass
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- [x] New rule files: `.kilo/rules/context-window-budget.md` and `.kilo/rules/gns-checkpoint-pruning.md` created
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- [x] Checkpoint schema v2 updated with `history_tail`, `current_task`, `agent_chain`
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### Metrics
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- New rule files: 2
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- Updated files: 2
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- Sections added: 4 (2 new rules × 2 sections each)
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- Estimated context token reduction per agent invocation: ~12,000 (from 15,000 to 3,000)
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- Estimated context window availability after entry: 80% → 60% (3x more room for reasoning)
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### Historical Context
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This is the 5th orchestrator/system regression:
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1. 2026-04-06: Host tool install (MCP Gitea) — rolled back
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2. 2026-05-08: Host tool install (SSE transport) — not supported
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3. 2026-05-16: Host tool install (Playwright) — fixed by evolution entry #1
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4. 2026-05-16: Serial execution + self-work — fixed by evolution entry #2
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5. 2026-05-18: Context window overflow + state not offloaded to Gitea — fixed by this entry
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### Status
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🟢 Complete. Agents now:
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- Boot from trimmed checkpoint (last 3 history entries only)
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- Load ≤3 files + 1 skill + 1 rule per task
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- Offload all old state to Gitea comments (not RAM)
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- Recover gracefully from context corruption via recovery protocol
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---
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@@ -117,6 +117,22 @@ Process manager. Distributes tasks between agents, monitors statuses, and switch
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7. **Communication:** Your messages should be brief commands: "To: [Name]. Task: [ essence]. Context: [file reference]".
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8. **Context Budget Governance:**
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Before spawning ANY agent, the orchestrator MUST calculate and enforce context window budget:
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- Read issue body → extract checkpoint YAML
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- If checkpoint `consumed` > 80% of `total`:
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- Truncate `history` to `history_tail` (last 3 entries)
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- Post archive comment: `## GNS-2 Checkpoint Archive` with full history
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- Reset consumed counter (carryover: `remaining / 2`)
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- Mark checkpoint `pruned: true`
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- Patch issue body with pruned checkpoint BEFORE spawning agent
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- NEVER pass full comment history or build artifacts in agent prompt
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- Agent receives ONLY: pruned checkpoint + last 3 comments + ≤3 files + 1 skill + 1 rule
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- Log to `.kilo/logs/context-budget.jsonl` on every spawn:
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```jsonl
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{"ts":"2026-05-16T13:20:00Z","agent":"lead-developer","issue":113,"context_loaded":4200,"context_available":10000,"context_ratio":0.42,"files_loaded":2,"pruned":true}
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```
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## Workflow State Machine
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```
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137
.kilo/rules/context-window-budget.md
Normal file
137
.kilo/rules/context-window-budget.md
Normal file
@@ -0,0 +1,137 @@
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# Context Window Budget Rules
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Prevent context window overflow by offloading state to Gitea and loading only what an agent needs.
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## Problem
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Agents routinely load:
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- Full issue comment history (200+ comments = 15,000+ tokens)
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- Previous agent output that is irrelevant to current subtask
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- Git diffs, logs, and file listings that could be fetched on demand
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- Duplicate rules content already in `.kilo/rules/*`
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This pushes context windows to 80–90% before any work begins, leaving <10% for actual reasoning and tool calls.
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## Principle: Gitea is the Source of Truth
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Every piece of state written to Gitea is **excluded from agent context**. Agents load only:
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1. **Current checkpoint YAML** (last state from Gitea issue body)
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2. **Their own previous results** if this is an iteration
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3. **Files relevant to the atomic task** (≤3 files)
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4. **Rules/skills directly referenced** by the task type
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## Context Budget per Task Size
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| Task Size | Max Context Tokens | Checkpoint Overhead | Available for Work |
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|-----------|-------------------|--------------------|-------------------|
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| Tiny (<2k) | 4,000 | 500 (checkpoint read) | 3,500 |
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| Small (<5k) | 6,000 | 800 (checkpoint + last comment) | 5,200 |
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| Medium (<10k) | 10,000 | 1,200 (checkpoint + 2 comments) | 8,800 |
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| Large (<20k) | 20,000 | 1,500 (checkpoint + full cascade log) | 18,500 |
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## Checkpoint Pruning Protocol
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### What MUST be in checkpoint (minimal)
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```yaml
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checkpoint:
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version: 2
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issue: {number}
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phase: {phase_name}
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depth: {current_depth}
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last_agent: {agent_name}
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last_invocation: {invocation_id}
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budget:
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total: {allocated}
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consumed: {used}
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remaining: {left}
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state:
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labels: [{active_labels_only}]
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assignee: {current_agent}
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history_tail: # ONLY last 3 entries
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- {agent: name, action: brief_action, timestamp: ISO}
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next_agent: {agent_name}
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next_estimated_tokens: {number}
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created_at: {ISO8601}
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```
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### What is REMOVED from checkpoint (stored in comments only)
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- Full `history` array → truncated to `history_tail` (last 3 entries)
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- Cascade logs older than last invocation → moved to dedicated comment
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- Test output, screenshots, build logs → linked as Gitea comment attachments
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- Research links and references → moved to dedicated research comment
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### Pruning Execution
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Before any agent is spawned, orchestrator MUST:
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1. Read issue body → extract checkpoint YAML
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2. If checkpoint `consumed` > 80% of `total`:
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- Truncate `history` to `history_tail`
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- Move full `history` to new Gitea comment with `## GNS-2 Checkpoint Archive`
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- Reset consumed counter for new phase (carryover: `remaining / 2`)
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3. Patch issue body with pruned checkpoint
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4. THEN spawn the agent with pruned checkpoint only
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## Agent Context Hygiene On Entry
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Every agent MUST execute on entry:
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1. **Read issue body** → parse checkpoint (only YAML block, skip all comments)
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2. **Read ONLY last 3 comments** → find previous agent's result and cascade log
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3. **Read ONLY files referenced in the task prompt** (≤3 files)
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4. **Load ONLY relevant skill** (1 skill per task type)
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5. **Everything else** stays in Gitea comments — fetch on demand via API if needed
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## What Agents MUST NOT Load
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| Category | Example | Where it stays |
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|----------|---------|---------------|
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| Old comments | Comments from 5 agents ago | Gitea timeline API |
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| Build artifacts | `npm test` output, `phpunit` results | Gitea comment attachments |
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| Full git history | `git log --all` output | `.kilo/logs/` files |
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| Screenshot dumps | Visual diff images | Gitea attachments |
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| Repeated rules | global.md, docker.md if not task-relevant | `.kilo/rules/` (loaded by skill reference only) |
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| Previous agent's full output | Complete lead-developer result | Previous Gitea comment + file diffs |
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## Context Loading Cost Budget
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Before loading any content, agent estimates cost:
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```
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total_estimate = checkpoint_yaml + file_1 + file_2 + file_3 + skill
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if total_estimate > available_context * 0.3:
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→ Load fewer files or request slimmer task
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→ Log to `.kilo/logs/context-overflow-warnings.jsonl`
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```
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## Gitea API On-Demand Fetching
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Agents may fetch from Gitea ONLY when:
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1. Checkpoint is missing required field → `GET /repos/{owner}/{repo}/issues/{number}`
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2. Need specific old comment → `GET /issues/{number}/comments` with `page` + `limit=3`
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3. Need attachment/screenshot → `GET /repos/{owner}/{repo}/issues/comments/{comment_id}/assets`
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4. Never fetch full comment history — always paginated with `limit=3`
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## Recovery from Context Corruption
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If an agent detects its context is incomplete or corrupted:
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1. STOP and do not proceed with the task
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2. Read issue body checkpoint to verify depth/budget
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3. If checkpoint is valid → resume with pruned state
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4. If checkpoint is invalid → request orchestrator recovery via Gitea issue comment with `## 🔄 context-recovery-needed`
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5. Log failure to `.kilo/logs/context-corruption-recovery.jsonl`
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## Metrics
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Track in `.kilo/logs/context-budget.jsonl`:
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```jsonl
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{"ts":"2026-05-16T13:20:00Z","agent":"lead-developer","issue":113,"context_loaded":4200,"context_available":10000,"context_ratio":0.42,"files_loaded":2,"checkpoint_entries":5,"pruned":true}
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```
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## Prohibited Actions
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- DO NOT load full issue comment history into context
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- DO NOT include previous agent output unless iterating on same task
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- DO NOT load rules that are not directly referenced by task type
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- DO NOT estimate task without first checking remaining context budget
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- DO NOT skip checkpoint pruning when `consumed` > 80%
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@@ -116,16 +116,25 @@ checkpoint:
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consumed: {used}
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remaining: {left}
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state:
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labels: [{list}]
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labels: [{active_labels_only}]
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assignee: {agent_name}
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milestone: {milestone_id}
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history:
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- {agent: name, invocation: id, action: description}
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history_tail: # ONLY last 3 entries
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- {agent: name, action: brief_action, timestamp: ISO}
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next_agent: {agent_name}
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next_estimated_tokens: {number}
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created_at: {ISO8601}
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current_task: # Max 3 files, 1 skill, 1 rule
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title: "{short_title}"
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deliverable: "{one_sentence}"
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files: ["{path1}", "{path2}"]
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skill: "{skill_name}"
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rule: "{rule_name}"
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agent_chain: # Last 5 entries only
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- {agent, action, timestamp, result: pass|fail|blocked}
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```
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**CRITICAL**: When checkpoint `consumed` > 80% of `total`, orchestrator MUST prune checkpoint before spawning next agent. See `context-window-budget.md` and `gns-checkpoint-pruning.md` for full pruning protocol.
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## Budget Governance
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- Agent MUST check `checkpoint.budget.remaining` before any subagent call
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@@ -133,6 +142,14 @@ checkpoint:
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- Budget exhaustion → add label `budget::exhausted`, pause, request human approval
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- Agent MUST update `consumed` and `remaining` in checkpoint after completion
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## Context Budget Governance
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- Agent MUST calculate `context_estimate < available_context * 0.3` before loading any files
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- Agent receives ONLY: pruned checkpoint + last 3 comments + ≤3 files + 1 skill + 1 rule
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- NEVER load full comment history, build logs, or unrelated rules/skills
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- All old state lives in Gitea comments — fetch on demand with `limit=3` pagination
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- Log every load to `.kilo/logs/context-budget.jsonl`
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## Depth Governance
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- `cascade::depth-0`: Leaf agents, no subagent calls
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168
.kilo/rules/gns-checkpoint-pruning.md
Normal file
168
.kilo/rules/gns-checkpoint-pruning.md
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@@ -0,0 +1,168 @@
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# GNS-2 Checkpoint Pruning Protocol
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Rules for minimizing context window usage through Gitea-centric checkpointing and agent context hygiene.
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## Core Principle: Gitea is the Single Source of Truth
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No agent holds state in RAM that is not also in Gitea. Agents boot from checkpoint and write back before exit. Everything between is transient.
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## Checkpoint Schema v2 (Minimal)
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```yaml
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checkpoint:
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version: 2
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issue: {number}
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phase: {phase_name}
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depth: {current_depth}
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last_agent: {agent_name}
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last_invocation: {invocation_id}
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budget:
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total: {allocated}
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consumed: {used}
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remaining: {left}
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state:
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labels: [{active_labels_only}]
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assignee: {current_agent}
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history_tail: # ONLY last 3 entries
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- {agent: name, action: brief_action, timestamp: ISO}
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next_agent: {agent_name}
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next_estimated_tokens: {number}
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created_at: {ISO8601}
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current_task:
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title: "{short_title}"
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deliverable: "{one_sentence}"
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files: ["{path1}", "{path2}"] # max 3
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priority: critical|high|medium|low
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agent_chain: # who did what, last 5 only
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- {agent, action, timestamp, result: pass|fail|blocked}
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```
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## What Was REMOVED from checkpoint (moved to comments)
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| Field | Where it now lives | Why |
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|-------|-------------------|-----|
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| Full `history` | `## GNS-2 Checkpoint Archive` comment | Only last 3 entries needed for resumption |
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| Cascade logs | Agent result comments with GNS_EVENT footer | Machine-readable footer replaces cascade table |
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| Test outputs | Gitea comment attachments (screenshots, logs) | Binary data never in checkpoint |
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| Research links | `## 🔍 Research Archive` comment | Links don't need to be in context |
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| Build artifacts | `.kilo/logs/` files | Offloaded to filesystem |
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## Agent Entry Protocol (Context Hygiene)
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Every agent MUST execute on entry, in this order:
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1. **Read issue body** → parse checkpoint YAML block ONLY
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- If checkpoint has > 10 top-level keys → log warning, use only required fields
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2. **Read last 3 issue comments** → find previous agent's result
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- Page through comments with `limit=3` and `sort=desc`
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3. **Read ONLY files in `checkpoint.current_task.files`** (≤3 files)
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4. **Load ONLY 1 skill** referenced by task type
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5. **Load ONLY 1 rule** if task type requires it (e.g., `sdet-engineer` → `sdet-engineer.md`)
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6. **Everything else** stays in Gitea. Fetch on demand via API with pagination.
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### What agents MUST NOT load into context
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| Source | Why not | Where it stays |
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|--------|---------|---------------|
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| Comments older than last 3 | Outdated, action already taken | Gitea comment history |
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| Full git diffs | Too large, irrelevant to current task | `.kilo/logs/diffs/` |
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| Build logs (>50 lines) | Binary/text noise | Gitea attachments / `.kilo/logs/` |
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| Previous agent's full output | Only result + verdict matters | Previous Gitea comment |
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| Rules not referenced by task | Global rules are for orchestrator | `.kilo/rules/` files |
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| Multiple skills | 1 skill per task type | `.kilo/skills/` directory |
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| `capability-index.yaml` full | Orchestrator uses this, not agents | Kept in orchestrator context only |
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## Agent Exit Protocol (Checkpoint Write)
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Before terminating, agent MUST:
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1. **Write result comment** to Gitea issue with:
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- One-sentence summary
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- Verdict (✅/❌/🚫)
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- GNS_EVENT footer (machine-readable)
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- `next_agent` recommendation
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2. **Update checkpoint in issue body**:
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- Increment `consumed`
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- Decrement `remaining`
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- Update `last_agent`, `last_invocation`
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- Truncate `history_tail` to 3 entries (append new, drop oldest)
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- Update `current_task` if changed
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- Set `next_agent`
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3. **If budget consumed > 80%**:
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- Post archive comment with full history
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- Reset consumed/remaining for new phase
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- Mark checkpoint `pruned: true`
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## On-Demand Context Loading
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Agents may fetch from Gitea ONLY when:
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1. **Missing field in checkpoint** → `GET /repos/{owner}/{repo}/issues/{number}` for body
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2. **Need specific old comment** → `GET /issues/{number}/comments?page={n}&limit=3`
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3. **Need attachment** → `GET /repos/{owner}/{repo}/issues/comments/{id}/assets`
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4. **Never** fetch full comment history or list all files in repo without filter
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### Pagination Rules
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- Comments: `limit=3`, `sort=desc`
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||||
- Files changed: only files from `checkpoint.current_task.files`
|
||||
- Commits: only last 3 via `git log -3 --oneline`
|
||||
- Logs: last 20 lines only (`tail -n 20`)
|
||||
|
||||
## Context Budget Tracking
|
||||
|
||||
Agent MUST calculate before loading:
|
||||
|
||||
```
|
||||
context_estimate = len(checkpoint_yaml) + len(file_1) + len(file_2) + len(skill)
|
||||
if context_estimate > available_context * 0.3:
|
||||
→ Log warning to `.kilo/logs/context-overflow-warnings.jsonl`
|
||||
→ Reduce files_loaded to 1
|
||||
→ Request smaller task scope via Gitea comment
|
||||
```
|
||||
|
||||
### Token Budget per Task Size
|
||||
|
||||
| Task | Max Load | Files | Skill | Rule | Comments |
|
||||
|------|---------|-------|-------|------|----------|
|
||||
| Tiny (<2k) | 3,500 | 1 | 1 | 0 | 1 |
|
||||
| Small (<5k) | 5,200 | 2 | 1 | 0 | 2 |
|
||||
| Medium (<10k) | 8,800 | 3 | 1 | 1 | 2 |
|
||||
| Large (<20k) | 18,500 | 3 | 1 | 1 | 3 |
|
||||
|
||||
## Metrics
|
||||
|
||||
Log to `.kilo/logs/context-budget.jsonl` on every agent exit:
|
||||
```json
|
||||
{
|
||||
"ts": "2026-05-16T13:20:00Z",
|
||||
"agent": "lead-developer",
|
||||
"issue": 113,
|
||||
"context_loaded": 4200,
|
||||
"context_available": 10000,
|
||||
"context_ratio": 0.42,
|
||||
"files_loaded": 2,
|
||||
"skills_loaded": 1,
|
||||
"comments_loaded": 2,
|
||||
"checkpoint_entries": 7,
|
||||
"pruned": true
|
||||
}
|
||||
```
|
||||
|
||||
## Recovery
|
||||
|
||||
If agent detects corrupted checkpoint:
|
||||
1. Read issue body → verify YAML
|
||||
2. If valid → resume with pruned state
|
||||
3. If invalid → post `## 🔄 context-recovery-needed` comment
|
||||
4. Log to `.kilo/logs/context-corruption-recovery.jsonl`
|
||||
|
||||
## Prohibited Actions
|
||||
|
||||
- DO NOT load full issue comment history into context
|
||||
- DO NOT include previous agent output unless iterating on same task
|
||||
- DO NOT load multiple skills for a single task
|
||||
- DO NOT estimate task without checking remaining context budget
|
||||
- DO NOT skip checkpoint pruning when `consumed` > 80%
|
||||
- DO NOT hold state in RAM without writing to Gitea
|
||||
- DO NOT modify checkpoint version field
|
||||
Reference in New Issue
Block a user