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Retro improvements: learnings, skills, and guidelines updates - #24

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retro-improvements
Mar 14, 2026
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Retro improvements: learnings, skills, and guidelines updates#24
ahoym merged 29 commits into
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retro-improvements

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@ahoym ahoym commented Mar 13, 2026

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Summary

  • Batch of learnings, guideline refinements, and skill improvements captured across recent session retros
  • Staging directory pattern for extract-request-learnings to work around background agent write restrictions
  • Curate skill enhancements: decomposition format for large files, refined deletion criteria
  • New guidelines for sub-skill invocation, freeform input confirmation, and confidence-level gating
  • Surgical conflict reading and template re-read patterns for skill reliability

Changes

Key changes:

  • extract-request-learnings — General/private writers now use docs/learnings/_staging/ instead of writing directly to ~/.claude/; orchestrator copies to final locations in foreground (SKILL.md, writer-prompt.md)
  • curate skill — Added decomposition report format for 20+ pattern files, confirmation checkpoint for large operations, source-vs-echo and reusability deletion tests (SKILL.md, classification-model.md)
  • resolve-conflicts — Surgical conflict reading: grep for markers instead of full file reads, use offset+limit to read only conflict regions (SKILL.md)
  • create-pr / create-request — Skill refinements and platform-detection updates (SKILL.md)
  • address-request-comments — Added learnings lookup step before addressing comments (SKILL.md)
  • guidelines — Freeform input confirmation, behavioral-rules-in-guidelines rule (communication.md), don't ask permission for sub-skill invocations (skill-invocation.md)
  • CLAUDE.md — Refined path resolution table for clarity, added Read tool and sync-source sections
  • learnings — New patterns across git workflows, multi-agent, skill design, python, process conventions, claude-md authoring, guideline authoring, claude-code, and testing domains (14 files)
  • skill-references — Updated GitHub/GitLab command references with expanded coverage
  • settings.json — Permission pattern updates
  • .gh-replies/ — Migrated reply files to dedicated directory, added to .gitignore

Screenshots

N/A

Test plan

  • Verify extract-request-learnings staging flow works end-to-end
  • Run curate on a 20+ pattern file to validate decomposition format
  • Confirm sub-skill invocations proceed without unnecessary prompts
  • Test resolve-conflicts surgical reading on a file with conflict markers

Checklist

  • README or docs updated (if needed)

Generated with Claude Code

Comment thread .claude/settings.json Outdated
Comment thread .gitignore Outdated
ahoym and others added 7 commits March 13, 2026 18:16
…design learnings

- Quiet no-op: incremental fetches with 0 new comments emit a single
  line instead of full formatted output (saves context in polling loops)
- After LGTM verification: note that further monitoring is unlikely needed
- New learnings: @ reference format flexibility, body-only templates,
  skills shouldn't assume invocation context

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Delete 5 patterns covered elsewhere (address-request-comments,
curation-insights, content-type-decisions). Merge 6 related patterns
into 2 (@ references, producer-consumer). Migrate 2 patterns to
better homes (multi-agent-patterns, cross-repo-sync). Clean up stale
git:create-mr references. Net: 38→31 patterns, ~14% line reduction.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Empirically verified that @ references in SKILL.md resolve regardless of
formatting (list prefix, description text). Migrated reply file pattern
from single .gh-reply.tmp to .gh-replies/<id>.md directory for parallel
safety and queryability.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Capture patterns from recent session retros: git workflow gotchas
(pagination, symlinks, stacked PRs), Python practices (dataclasses,
pyproject.toml, noqa), PR review etiquette, guideline taxonomy, and
curate skill decomposition format for large files.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…nings

Extract-request-learnings: use project-local staging dirs for
general/private writers to work around background agent write
restrictions on ~/.claude/. Orchestrator copies to final locations.

Curate classification: refine "migrated completely" to check whether
the destination is broadly discoverable before deleting source.

New guideline: don't ask permission to invoke sub-skills within a
skill's instructions. New learnings on partial batch completion and
scope classification language-awareness.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…arnings

Extract-request-learnings: add git fetch step for multi-session
staleness, language tag to extractor output, route-check step to
writer for language-specific file routing.

New guideline: surface known limitations before acting, not after.
New learning: content type taxonomy for Claude config surface.
New patterns: staging directory for out-of-project writes,
multi-session skills need remote sync.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
New soft gate in context-aware-learnings: self-check whether working
from loaded knowledge or training memory before drafting substantial
domain content. Experimental — relies on self-awareness, not
mechanical triggers.

Skill design learnings: hub-and-spoke for authoring guides, reviewer
personas as distinct from working-in-repo personas, memory minimalism
principle.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@ahoym
ahoym force-pushed the retro-improvements branch from 0f4e10c to 096087f Compare March 14, 2026 03:09
ahoym and others added 4 commits March 13, 2026 20:30
New step 6 globs learnings/ filenames and reads domain-relevant
files before composing replies, grounding responses in established
knowledge rather than ad-hoc reasoning.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…ions

- Refine path resolution table in CLAUDE.md for clarity
- Update extract-request-learnings, create-pr, create-request, and
  resolve-conflicts skills
- Expand communication guidelines
- Update learnings across ci-cd, claude-authoring, code-quality, git,
  process, and testing domains
- Update GitHub/GitLab skill reference docs

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- resolve-conflicts: grep for conflict markers instead of full file
  reads, use offset+limit to read only conflict regions
- claude-authoring-skills: re-read templates at point of use, not
  ahead of time, to prevent stale-context improvisation

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Extract content-mode and skill-mode execution steps, report
templates, and apply actions into conditional reference files.
SKILL.md drops from 565 to 186 lines (always loaded), with
each mode file loaded only when relevant.

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

ahoym commented Mar 14, 2026

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Suggestions awaiting approval

# File Suggestion Recommendation
1 .claude/settings.json:51 Generalize permission to ~/**/.gh-replies/** Agree -- broader coverage without security downside
2 .gitignore:6 + 3 other files Rename .gh-replies/ to change-request-replies/ Agree -- platform-agnostic, manageable blast radius (settings.json, .gitignore, github-commands.md, gitlab-commands.md)

Reply with which to implement (e.g., "all", "1", "1,2") or discuss further.


Co-authored with Claude Opus 4.6

ahoym and others added 3 commits March 13, 2026 21:19
Broadens the Write permission pattern from ~/WORKSPACE/**/.gh-replies/**
to ~/**/.gh-replies/** so repos outside WORKSPACE are also covered.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
The directory name was GitHub-specific but the skills support both
GitHub and GitLab. Also switches gh api URL templates from double
quotes to single quotes to avoid zsh permission prompts.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Move timestamp filtering to jq client-side instead of using ?since=
and &direction= query params. URL query params require quoting which
triggers permission prompts in Claude Code.

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

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Config Review: PR #24

Reviewed through the claude-config-reviewer lens. Structural changes (curate decomposition, staging pattern, body-file pattern, rebase support) are well-designed. Main concerns are content duplication across learnings spokes and a copy-paste bug.


Single Source of Truth Violations

1. claude-authoring-guidelines.md duplicates hub + learnings spoke content

Several sections added to the guidelines spoke are verbatim copies from other files:

Section added Already exists in
"Avoid Nesting Subdirectories Inside learnings/" claude-authoring-learnings.md
"Content Type Taxonomy" (full table) claude-authoring-content-types.md (the hub)
"Genericize Project-Specific Content" claude-authoring-learnings.md
"Persona-Learning Boundary Test" claude-authoring-learnings.md

Per hub-and-spoke design, each spoke stays in its lane. These should be removed from the guidelines spoke, keeping only content unique to guideline authoring.

2. "Scope Classification Needs Language-Awareness" appears in both claude-authoring-skills.md AND claude-authoring-learnings.md

Same content, two homes. Since it's about learnings classification (what extraction subagents do), the learnings spoke seems more natural.

3. "Behavioral rules belong in guidelines, not memory" is duplicated

This rule already exists in CLAUDE.md's MEMORY section (always-on context). The copy in communication.md under "Autonomy during execution" is both redundant and oddly placed (it's about content management, not communication).


Copy-Paste Bug

4. Wrong takeaway on "Memory Minimalism" in claude-authoring-skills.md

The Memory Minimalism section ends with:

- **Takeaway**: Multi-session skill flows should include `git fetch` as an early step to prevent stale-branch issues.

This is the takeaway from the previous section ("Multi-Session Skills Need Git Remote Sync"), not Memory Minimalism.


Taxonomy Questions

5. Aggressive deletions from claude-authoring-skills.md — verify coverage

~113 lines deleted. Some clearly moved (naming conventions -> cross-repo-sync.md). But several practical sections don't have an obvious new home:

  • "User Interaction Points" (mark steps needing user input)
  • "Bash Commands in Skills" (--force-with-lease, full commands, HEREDOC)
  • "File Operations" (temp files in ./tmp/)
  • "Validating Skill Changes" (structure/content/permissions/function checklist)
  • "When NOT to Add Routing Hints" (nuance to the trigger phrases section)

Are these source-vs-echo deletions (covered elsewhere) or clutter-based? "When NOT to Add Routing Hints" in particular adds value the trigger phrases section alone doesn't provide.

6. code-quality-instincts.md — some additions are basic OOP

"Eliminate duplicate entities through inheritance," "Raise exceptions instead of returning None," "Name the primary method run()" — per the "LLM Knows X != LLM Consistently Applies X" test, do these actually fail to be applied unprompted? If yes, they earn their keep. If not, they add context cost for patterns the model already handles.

Also: missing newline at end of file.


Good Patterns

  • Curate skill decomposition into content-mode.md / skill-mode.md — clean application of Skill Decomposition by Execution Path. Decomposition report format for 20+ pattern files is a nice addition.
  • Staging directory pattern — elegant workaround for background agent write restrictions. Well-documented in both skill and multi-agent-patterns.md.
  • --body-file pattern — solves HEREDOC permission prompts. Branch name in temp filename for parallel safety.
  • resolve-conflicts rebase support — thorough: stash handling, ours/theirs inversion, per-commit resolution, force-with-lease.
  • GitHub/GitLab quoting"..." -> '...' for API URLs prevents shell expansion.
  • Pagination fixdirection=desc + per_page=100 prevents newest comments from hiding.
  • change-request-replies/ rename — platform-agnostic, good.

Minor

  • Staging cleanup resilience: Step 9's rm -rf docs/learnings/_staging/ after copy — if copy partially fails, rerunning has nothing to copy. Consider keeping staging until next run.
  • GitLab glab mr comment still uses "$(cat ...)" subshell (no --body-file equivalent). May still trigger permission prompts for complex bodies.

- Relocate broad sweep execution steps from SKILL.md to content-mode.md
  where they belong as a content mode variant
- Add skill decomposition learnings: execution path splitting, mode
  variants stay with parent mode, single-file anti-pattern

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

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Config Review: PR #24

Reviewed through the claude-config-reviewer lens. Structural changes (curate decomposition, staging pattern, body-file pattern, rebase support) are well-designed. Main concerns are content duplication across learnings spokes and a copy-paste bug.

Good Patterns

  • Curate skill decomposition into content-mode.md / skill-mode.md — clean application of Skill Decomposition by Execution Path. Decomposition report format for 20+ pattern files is a nice addition.
  • Staging directory pattern — elegant workaround for background agent write restrictions. Well-documented in both skill and multi-agent-patterns.md.
  • --body-file pattern — solves HEREDOC permission prompts. Branch name in temp filename for parallel safety.
  • resolve-conflicts rebase support — thorough: stash handling, ours/theirs inversion, per-commit resolution, force-with-lease.
  • GitHub/GitLab quoting"..." -> '...' for API URLs prevents shell expansion.
  • Pagination fixdirection=desc + per_page=100 prevents newest comments from hiding.
  • change-request-replies/ rename — platform-agnostic, good.

Review generated with Claude Code using the claude-config-reviewer persona.

Comment thread .claude/learnings/claude-authoring-guidelines.md Outdated
Comment thread .claude/guidelines/communication.md Outdated
Comment thread .claude/learnings/claude-authoring-skills.md Outdated
Comment thread .claude/learnings/claude-authoring-skills.md Outdated
Comment thread .claude/learnings/code-quality-instincts.md
Comment thread .claude/learnings/claude-authoring-skills.md
Comment thread .claude/commands/extract-request-learnings/SKILL.md Outdated
Comment thread .claude/skill-references/gitlab-commands.md
@ahoym

ahoym commented Mar 14, 2026

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Suggestions awaiting approval

# File Suggestion Recommendation
7 extract-request-learnings/SKILL.md:100 Remove rm -rf staging cleanup, let next run's mkdir -p handle it Agree -- simple, staging dir is gitignored
8 gitlab-commands.md:61 Add comment noting glab lacks --body-file, $(cat ...) may trigger prompts Agree -- documents a known limitation

Auto-fixing (typo/bug fixes):

Clarification requests (awaiting your input):

Reply with which suggestions to implement (e.g., "all", "7,8") or answer the clarification questions.


Co-authored with Claude Opus 4.6

ahoym and others added 2 commits March 13, 2026 21:46
GitHub auto-links #1, #2, etc. to issues/PRs. Use backtick-wrapped
or plain numbering instead.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Remove spoke-duplicated sections from claude-authoring-guidelines.md
  (Avoid Nesting, Content Type Taxonomy, Genericize, Persona-Learning
  Boundary Test) — already in their authoritative spoke files
- Remove duplicated "behavioral rules" paragraph from communication.md
  — already in CLAUDE.md MEMORY section
- Remove duplicated scope classification section from
  claude-authoring-skills.md — belongs in claude-authoring-learnings.md
- Fix copy-paste takeaway under Memory Minimalism that belonged to
  Multi-Session Skills section

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

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Claude Config Reviewer: Retro improvements

Second review pass after duplications and copy-paste bug were addressed. The structural changes are solid — curate decomposition, staging pattern, body-file pattern, and rebase support are all well-designed. Remaining items are minor.

Findings

  • Deleted "When NOT to Add Routing Hints" from claude-authoring-skills.md — this nuance (knowing when not to add routing hints) isn't covered elsewhere and complements the "Discoverability via Trigger Phrases" section. Worth reconsidering.
  • Several deleted sections from claude-authoring-skills.md (~113 lines) don't have obvious new homes: "User Interaction Points", "Bash Commands in Skills" (--force-with-lease), "File Operations" (temp files), "Validating Skill Changes". If these were source-vs-echo deletions, great — but a quick coverage check is worthwhile.
  • Basic OOP patterns in code-quality-instincts.md (inheritance for shared fields, raise vs return None, run() naming) — per "LLM Knows X ≠ LLM Consistently Applies X" test, were these actually missed in sessions?
  • Missing newline at end of file in code-quality-instincts.md
  • Staging cleanup resiliencerm -rf after copy means a partial copy failure leaves nothing to retry from
  • GitLab glab mr comment still uses $(cat ...) subshell — no --body-file equivalent exists

Positive Signals

  • Previous review findings addressed — duplicated sections removed, copy-paste takeaway fixed, "behavioral rules" guideline removed from communication.md
  • Curate skill decomposition into content-mode.md / skill-mode.md — clean execution path split with broad sweep correctly kept in content-mode
  • Staging directory pattern — elegant workaround, well-documented in both skill and multi-agent-patterns.md
  • --body-file pattern across create-pr, create-request, and github-commands — solves HEREDOC permission prompts consistently
  • resolve-conflicts rebase support — thorough: stash handling, ours/theirs inversion, per-commit resolution, force-with-lease
  • Pagination fixdirection=desc + per_page=100 prevents newest comments from hiding
  • #N auto-link gotcha in reply templates — practical catch
  • Language tag in extractor prompt for better routing — addresses scope classification issue

Generated with Claude Code (Claude Opus 4.6) using the claude-config-reviewer persona.

Comment thread .claude/learnings/claude-authoring-skills.md
Comment thread .claude/learnings/code-quality-instincts.md
Comment thread .claude/commands/extract-request-learnings/SKILL.md Outdated
Comment thread .claude/skill-references/gitlab-commands.md
Comment thread .claude/learnings/claude-authoring-skills.md
ahoym and others added 4 commits March 13, 2026 21:53
- New git:code-review-request skill for reviewing PRs/MRs
- Add inline comment review API patterns to GitHub and GitLab
  command references

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
…ents

- Track LAST_REVIEW_COUNT for incremental review submission detection
  (reviews endpoint doesn't support since/updated_after filtering)
- Include review count in quiet no-op check
- Add emoji reactions for positive signals/general feedback instead of
  text replies
- Add React to Comment templates to both github and gitlab commands

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Dropping query params (per_page, direction) to avoid quoting caused
comments beyond the default 30-per-page limit to be silently missed.
--paginate is a CLI flag (no quoting needed) that auto-fetches all pages.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
-F infers type and treats +1/-1 as numeric, which the GitHub API
rejects. -f (lowercase) always sends as string.

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

ahoym commented Mar 14, 2026

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Suggestions awaiting approval (updated)

# File Suggestion Recommendation
6 code-quality-instincts.md:103 Remove 3 generic OOP sections + fix missing newline Agree -- no session evidence they were missed
7 extract-request-learnings/SKILL.md:100 Remove rm -rf staging cleanup line Agree -- mkdir -p on next run handles it
8 gitlab-commands.md:72 Add comment noting glab lacks --body-file Agree -- documents limitation

Still pending clarification:

Reply with which to implement (e.g., "all", "6,7,8") or answer the clarification.


Co-authored with Claude Opus 4.6

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Claude Config Reviewer Re-review: Retro improvements

4 new commits since last review — code-review-request skill, address-request-comments updates, --paginate fix, and reaction -f fix.

Previous Findings

  • ✅ 2 resolved (informational comments acknowledged)
  • 🔄 3 partially addressed (author agreed but changes not yet committed)
  • ❌ 1 not addressed (routing hints deletion — no response)

New Findings

  • --paginate is a better fix than the original per_page=100 + direction=desc approach — it supersedes the pagination concern from the first review entirely. The CLI handles page traversal without query params that need quoting. Well-chosen solution.
  • New skill and reference additions are well-structured — the code-review-request skill, review API sections in both platform command files, and the React to Comment templates follow existing conventions cleanly.

Positive Signals

  • The -f vs -F fix for emoji reactions catches a subtle API type-inference issue before it could bite in production
  • Review count tracking for incremental detection is the right approach since the reviews endpoint doesn't support since filtering
  • --paginate eliminates an entire class of silent data-loss bugs (comments beyond page 1)

Generated with Claude Code (Claude Opus 4.6) using the claude-config-reviewer persona.

ahoym and others added 5 commits March 13, 2026 22:14
…l rule

- Remove 3 generic OOP sections from code-quality-instincts.md (no
  session evidence they were missed) and fix missing newline at EOF
- Remove rm -rf staging cleanup from extract-request-learnings (let
  next run's mkdir -p handle it)
- Add glab --body-file limitation note to gitlab-commands.md
- Add "never dismiss comments as duplicates based on topic" guidance
  to address-request-comments skill

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Replace generic "Co-authored with Claude" footer with structured
metadata: model, persona, and role. The Role field (Addresser for
this skill, Reviewer for code-review-request) enables filtering
own replies by role instead of fragile content matching.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- Auto-detect previous reviews by matching Persona + Role in comment bodies
- Re-review evaluates author responses: resolved (emoji react), partially
  addressed (follow-up reply), not addressed (re-raise)
- Reviews new commits since last review as delta analysis
- Standardize footnote format: Co-Authored, Persona, Role fields
- Filter on Persona + Role composite key to separate reviewer vs author
  comment chains from the same persona
- Summary = themes only, inline comments = specifics (no duplication)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
- bash-patterns: gh api URLs with query params trigger permission
  prompts; use client-side jq filtering instead
- git-patterns: GitHub reviews endpoint has no since filter, track
  review count for incremental fetches

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
These were scraped from actual agent implementation sessions and have
session evidence. Premature removal reversed.

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

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Claude Config Reviewer Review: Retro improvements

This PR has been reviewed across multiple passes in this session. All previously raised concerns (content duplication across spokes, copy-paste takeaway bug, staging cleanup resilience, GitLab limitation documentation) have been addressed. The OOP patterns in code-quality-instincts were questioned, author provided context that they were scraped from actual implementation sessions, and deliberately restored them.

Findings

  • No outstanding concerns — all previous findings resolved across 3 review rounds
  • The PR is large (30 files, 26 commits) but changes are well-organized by domain: skills, learnings, guidelines, and platform references

Positive Signals

  • Curate skill decomposition into mode-specific reference files follows the execution-path-split pattern cleanly
  • Staging directory pattern for background agent write restrictions is well-documented across skill and learnings
  • --body-file and --paginate patterns consistently applied across platform command references
  • Rebase support in resolve-conflicts is thorough with ours/theirs inversion gotcha well-documented
  • Language tag addition to extractor prompt addresses the scope classification issue at the source
  • Structured footnote convention enables clean multi-agent PR workflows

Co-Authored with Claude Code (Claude Opus 4.6)
Persona: claude-config-reviewer
Role: Reviewer

ahoym and others added 3 commits March 14, 2026 00:27
- code-review-request: add quick-exit check for polling, reference
  platform commands by section name instead of inlining, add notes
  on empty reviews and footnote identity
- bash-patterns: gh api pagination, --input for JSON, -f vs -F
- claude-authoring-skills: structured footnotes, re-review detection,
  polling fresh-fetch rule, quick-exit pattern, platform command refs
- claude-code: GitHub reviews API single-payload pattern
- process-conventions: multi-agent comment identity, review summary
  vs inline separation, emoji reactions, empty review handling

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Add back gaps to claude-authoring-skills.md (user interaction points, file
operations, portability, token optimization, half-steps, validation checklist,
bash commands, description frontmatter, routing hints). Add diagnostic sequence
and skill prerequisites to claude-code.md. Add orchestrator/agent split and
assumption verification to multi-agent-patterns.md. Add on-platform approval
flows to process-conventions.md.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Skip review and suggest cancelling cron job when PR is merged or closed.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
@ahoym
ahoym merged commit 09b17e5 into main Mar 14, 2026
@ahoym
ahoym deleted the retro-improvements branch March 14, 2026 07:35
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