Files
claude-foundations/memory/process-lessons.md
Paul O'Reilly 52b0f2b5c6 Add session log and reflect: API design research session
Session log for 2026-03-29 covering API/LLM security research, agent-runtimes
audit, and review skill creation. Reflected into:
- decisions.md: best-practices topic split, review skills read-only design
- process-lessons.md: background agents for research, Edit context
  disambiguation, best-practices repo location

Pruned 2 old reflected logs (2026-03-17, 2026-03-18).

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-29 11:22:37 +13:00

54 lines
3.5 KiB
Markdown

# Process Lessons
## Always run git-status-report at session start
Previous sessions may leave uncommitted work. Running `git-status-report` (or checking git status) at session start catches this pattern before it compounds.
## Use plan mode for architectural tasks
Plan mode (Shift+Tab twice) works well for designing systems before implementing. Explore existing patterns, design the architecture, get approval, then execute. Implementation is straightforward when the plan is thorough.
## PostToolUse exit code 2 feeds errors back to Claude
Exit code 2 from a PostToolUse hook sends stderr content back to Claude as feedback without blocking the edit. Exit 0 = silent success. Exit 1 = hard block.
## Agent-type hooks are read-only
Hooks with `type: "command"` cannot use Edit/Write tools. Lint fixing from hooks must happen via the Agent tool subagent, not directly in hooks.
## All hooks in a matcher array run in parallel
Multiple hooks registered for the same matcher execute concurrently, not sequentially. Design hooks to be independent.
## SSH key for ai_enablement is password-protected
Needs ssh-agent loaded before git push to Gitea. If push hangs, check that the key is added to the agent.
## Research full failure history before building validators
When building a tool that detects known problems (like `validate-skill`), first research all historical failures across session logs and git commits. This reveals non-obvious patterns — e.g., `$HOME` (not just `${HOME}`) being rejected by permission checkers, which wouldn't be found from docs alone. The upfront research investment pays off in comprehensive coverage.
## Batch parallel file creation for efficiency
Creating many independent files in a single Write batch (e.g., 11 best-practices files at once) is significantly faster than sequential creation.
## Evaluate the right home for new content before building
Before creating a new system or document, discuss where it belongs conceptually (e.g., MEMORY.md vs SPEC vs dedicated catalog). Different content types have different lifecycles — accumulated learnings vs authoritative maintained maps vs behavioral contracts. Picking the wrong home means future maintenance friction.
## Add SSH-authenticating user as collaborator when creating repos via API
When creating Gitea repos via API token (e.g., `ai_admin`), the SSH alias may authenticate as a different user (e.g., `cluster-administrator`). Always add the SSH user as admin collaborator via API before pushing.
## Use background agents for parallel independent research
When researching multiple topics that don't depend on each other, launch background subagents simultaneously. Both API design and LLM security research completed in ~5 minutes each, producing structured output with citations. Review results as they complete. Don't duplicate research work the subagent is doing.
## Include more surrounding context when Edit tool matches are ambiguous
The Edit tool fails if `old_string` matches multiple locations. When editing files with repeated patterns (like FUTURE.md items that all end with "Depends on: M9"), include unique surrounding lines (a heading, the preceding paragraph) to disambiguate. Don't use `replace_all: true` as a workaround — it changes all instances.
## Best-practices repo is separate from claude-foundations
Best practices live in skynet/best-practices (cloned at ~/dev/claude/projects/best-practices/). ~/dev/claude/BESTPRACTICES.md is a symlink to its index. context-load doesn't show the best-practices directory in the tree — remember it exists when working on best practices topics.