3f7e64c6a2
- Trim engineer.md agent definition (reduced from full to concise form) - Update installed_plugins.json and known_marketplaces.json - Expand session-analysis/state.json with new session data - Add 3 new session files (37665, 219555, 219814) - Remove 5 expired session files (547071, 684949, 816171, 893355, 893611) - Add session-analysis/reports/ directory Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
95 lines
5.0 KiB
Markdown
95 lines
5.0 KiB
Markdown
# Paper Dynasty Session Analysis — 2026-04-04
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**Scope:** 53 sessions across 4 PD repos, last 2 weeks (since 2026-03-21)
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## Summary
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| Repo | Sessions | Turns | Top Tool |
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| paper-dynasty (parent) | 43 | 5,296 | Bash (1,694) |
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| paper-dynasty-database | 8 | 166 | Bash (75) |
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| paper-dynasty-discord-app | 1 | 121 | Bash (46*) |
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| paper-dynasty-card-creation | 1 | 46 | Bash (18*) |
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| **Total** | **53** | **5,629** | |
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*discord/card counts from combined agent report
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## Tool Usage (All Repos Combined)
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| Tool | Uses | % |
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|---|---|---|
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| Bash | 1,833 | 39.5% |
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| Read | 617 | 13.3% |
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| Edit | 575 | 12.4% |
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| Agent | 332 | 7.2% |
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| Grep | 196 | 4.2% |
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| Write | 155 | 3.3% |
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| ToolSearch | 164 | 3.5% |
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| SendMessage | 75 | 1.6% |
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| TaskUpdate | 68 | 1.5% |
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| MCP Gitea (all) | ~170 | 3.7% |
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| Everything else | ~454 | 9.8% |
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## Friction Indicators
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| Type | Count | Notes |
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| Hook blocks | 40 | Mostly git pre-commit hooks (ruff lint). Low severity. |
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| User interruptions | 5 | 4 in discord-app session, 1 in database investigation |
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| Compactions | 2 | Only in large parent repo sessions. Context rarely exhausted. |
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| Permission denials | 0 | Sub-agents occasionally stall on Bash permissions (see parent retry) |
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**Friction is low overall.** The main pain point is sub-agents spawned without `bypassPermissions` or `acceptEdits` mode getting stuck waiting for approvals that never come.
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## Workflow Patterns
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### Established (working well)
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1. **Plan-Read-Edit loop** — Read/Grep to understand, Edit to modify, Bash to verify. The core implementation pattern.
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2. **Agent delegation** — Orchestrator spawns sub-agents (pr-reviewer, engineer, issue-worker) rather than implementing directly. 325 Agent calls across 30 sessions.
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3. **Council meeting** — 3 parallel PO agents (database, discord, cards) broadcast domain assessments via SendMessage, converge on consensus. Zero friction when tested.
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4. **PR review-fix-re-review pipeline** — pr-reviewer → engineer fix → re-review → merge. Chained across 3 sessions.
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5. **MCP-first Gitea ops** — All PR/issue/review operations via MCP tools. 170+ MCP Gitea calls, ~0 `tea` CLI calls.
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6. **session:end → PR** — Terminal pattern in most feature sessions.
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7. **Dev deploy** — Force-update `dev` tag → CI build → SSH verify.
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### Emerging (needs refinement)
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1. **Ruff lint fix loop** — Commit → lint fail → auto-fix → re-commit. Could be a pre-commit hook fix.
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2. **KB save after deployments** — Happens sometimes but not consistently.
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## Session Duration Distribution
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| Metric | Parent | Database | Card+Discord |
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| Min | 3 min | 1 min | ~1 day* |
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| Median | 141 min | 7 min | ~1.5 days* |
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| Max | 3,036 min (~51 hrs) | 141 min | ~1.5 days* |
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*Card+Discord durations are wall-clock (sessions left open); actual active time is much shorter.
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**The parent repo has extreme variance** — most sessions are under 2.5 hours but a few agent-orchestrated work streams run 10-50 hours.
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## Automation Candidates
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### High Impact
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1. **Sub-agent permission mode defaults** — Sub-agents spawned without explicit `mode: "bypassPermissions"` or `mode: "acceptEdits"` get stuck on Bash/Write approvals. The parent repo retry in this session is a live example. **Fix:** Add a hook or CLAUDE.md rule that auto-applies `acceptEdits` for known agent types (engineer, issue-worker, swarm-coder).
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2. **Ruff auto-fix before commit** — 37 hook blocks are mostly ruff lint failures caught at commit time. **Fix:** Add `ruff check --fix` as a pre-stage hook so violations are auto-fixed before they block commits.
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### Medium Impact
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3. **Dev deploy as a single command** — The dev deploy pattern (tag → push → wait → SSH pull) is manual and multi-step. **Fix:** A `/deploy dev` skill that handles the full sequence including waiting for CI and restarting the container.
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4. **KB save reminder** — Post-deployment KB saves are inconsistent. **Fix:** Add a post-deploy hook or checklist item to the release skill that prompts for release notes.
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### Low Impact (Quality of Life)
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5. **Session duration tracking** — Some sessions run 50+ hours wall-clock. Consider adding a session timeout warning or checkpoint prompt after N hours of inactivity.
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6. **ToolSearch reduction** — 164 ToolSearch calls means agents frequently need to look up MCP tool schemas. Pre-loading common Gitea MCP schemas could save ~3% of tool calls.
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## Notable Observations
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- **All 53 sessions are Refractor-initiative focused.** The entire 2-week window is dominated by initiative #19 work across all repos.
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- **Agent delegation is heavy and working.** 332 Agent spawns, council meetings, review pipelines — the multi-agent orchestration pattern is the primary way work gets done.
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- **Context exhaustion is rare** (2 compactions in 5,629 turns). Sessions are scoped well.
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- **The parent repo is the orchestration hub.** 43 of 53 sessions, 94% of turns. Sub-repos are touched by delegated agents, not direct sessions.
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- **Median database session is 7 minutes** — these are short, focused agent legs (reviews, council meetings), not long human sessions.
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