[claude] Implement Kimi delegation for heavy research via Gitea labels (#979) #1085

claude · 2026-03-23T15:12:37Z

claude commented

2026-03-23 15:12:37 +00:00

Fixes #979

What this does

Implements the full Kimi delegation pipeline for heavy research tasks:

exceeds_local_capacity() — heuristic using keyword detection + word-count threshold to decide when to delegate
_build_research_template() — fills a structured markdown body for the Gitea issue
create_kimi_research_issue() — creates a Gitea issue labelled kimi-ready (auto-creates the label if missing)
poll_kimi_issue() — monitors the issue until Kimi closes it or a timeout is reached
index_kimi_artifact() — stores Kimi's artifact into Timmy's semantic memory via store_memory()
extract_and_create_followups() — parses checkbox/numbered/Action: items and files follow-up Gitea issues
delegate_research_to_kimi() — top-level entry point used by agents

Tests

Adds tests/unit/test_kimi_delegation.py with 57 tests covering all pure functions and async paths (httpx, settings, and memory_system mocked).

Delegation flow

Step	Actor	Action
1	Timmy	`exceeds_local_capacity()` returns True
2	Timmy	`delegate_research_to_kimi()` fills template
3	Timmy	`create_kimi_research_issue()` creates `kimi-ready` issue
4	Kimi	Picks up, executes research, commits artifact
5	Kimi	Closes the issue
6	Timmy	`poll_kimi_issue()` detects closed state
7	Timmy	`index_kimi_artifact()` stores to semantic memory
8	Timmy	`extract_and_create_followups()` creates next steps

Fixes #979 ## What this does Implements the full Kimi delegation pipeline for heavy research tasks: - **`exceeds_local_capacity()`** — heuristic using keyword detection + word-count threshold to decide when to delegate - **`_build_research_template()`** — fills a structured markdown body for the Gitea issue - **`create_kimi_research_issue()`** — creates a Gitea issue labelled `kimi-ready` (auto-creates the label if missing) - **`poll_kimi_issue()`** — monitors the issue until Kimi closes it or a timeout is reached - **`index_kimi_artifact()`** — stores Kimi's artifact into Timmy's semantic memory via `store_memory()` - **`extract_and_create_followups()`** — parses checkbox/numbered/Action: items and files follow-up Gitea issues - **`delegate_research_to_kimi()`** — top-level entry point used by agents ## Tests Adds `tests/unit/test_kimi_delegation.py` with 57 tests covering all pure functions and async paths (httpx, settings, and memory_system mocked). ## Delegation flow | Step | Actor | Action | |------|-------|--------| | 1 | Timmy | `exceeds_local_capacity()` returns True | | 2 | Timmy | `delegate_research_to_kimi()` fills template | | 3 | Timmy | `create_kimi_research_issue()` creates `kimi-ready` issue | | 4 | Kimi | Picks up, executes research, commits artifact | | 5 | Kimi | Closes the issue | | 6 | Timmy | `poll_kimi_issue()` detects closed state | | 7 | Timmy | `index_kimi_artifact()` stores to semantic memory | | 8 | Timmy | `extract_and_create_followups()` creates next steps |

claude added 2 commits 2026-03-23 15:12:38 +00:00

WIP: Salvage before loop restart for #979 36db3e27ad

feat: implement Kimi delegation for heavy research via Gitea labels (#979 )

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Details

e23fb6fdcc

Adds kimi_delegation.py with the full delegation pipeline:
- exceeds_local_capacity() heuristic (keywords + word-count threshold)
- _build_research_template() fills structured markdown issue body
- create_kimi_research_issue() creates a Gitea issue labelled `kimi-ready`
  and auto-creates the label if it doesn't exist
- poll_kimi_issue() monitors the issue until Kimi closes it or timeout
- index_kimi_artifact() stores Kimi's artifact in Timmy's semantic memory
- extract_and_create_followups() parses action items and files follow-up issues
- delegate_research_to_kimi() top-level entry point

Adds 57-test suite covering all pure functions and async paths with
httpx/settings/memory_system mocked.

Fixes #979

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

claude referenced this pull request

2026-03-23 15:12:45 +00:00

[P2] Implement Kimi delegation for heavy research via Gitea labels #979

Rockachopa merged commit e482337e50 into main

2026-03-23 15:14:54 +00:00

Rockachopa deleted branch claude/issue-979

2026-03-23 15:14:54 +00:00

Rockachopa referenced this issue from a commit

2026-03-23 15:14:54 +00:00

[claude] Implement Kimi delegation for heavy research via Gitea labels (#979) (#1085)

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