add skills - #21
Conversation
git-subtree-dir: repos/SocialShareButton git-subtree-split: 231c06f347bcae0e9dc39bf32cdbd4983fcaf063
git-subtree-dir: repos/Template-Repo-Main git-subtree-split: ba634f3439b6d2b4d8457b526f601e9b3d434ad5
git-subtree-dir: repos/OrgExplorer git-subtree-split: 6e5e6278478b4fa40a2a6bed1156b05ef190e027
…ude bot routing tests
…text, improve logging, and add new GSoC Proposal Assistant project files.
…eads and append new entries to gap logs
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WalkthroughThe pull request adds repository-aware routing, dynamic repository context loading, clarification handling, automated context synchronization, extensive project guidance, security reporting guidance, and updated best-practices records. ChangesRepository-aware bot flow
Project context corpus
Governance records
Estimated code review effort: 4 (Complex) | ~60 minutes Sequence Diagram(s)sequenceDiagram
participant Contributor
participant DiscordBot
participant RepoRouter
participant Ollama
participant RepositoryContext
Contributor->>DiscordBot: submit query
DiscordBot->>RepoRouter: detect repository
RepoRouter->>Ollama: classify ambiguous query
Ollama-->>RepoRouter: repository name or none
RepoRouter->>RepositoryContext: load matching context
RepositoryContext-->>DiscordBot: repository context
DiscordBot-->>Contributor: contextual response or clarification
Suggested labels: Poem
🚥 Pre-merge checks | ✅ 3 | ❌ 1❌ Failed checks (1 inconclusive)
✅ Passed checks (3 passed)
✨ Finishing Touches🧪 Generate unit tests (beta)
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scripts/update_subtrees.py (2)
55-121: 📐 Maintainability & Code Quality | 🔵 Trivial | ⚖️ Poor tradeoffFunction complexity flagged by static analysis.
Ruff reports 16 branches (>12) and 52 statements (>50) for
sync_repo_context. Consider extracting the per-file download loop and the stale-file deletion pass into separate helper functions to improve readability and testability.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@scripts/update_subtrees.py` around lines 55 - 121, Reduce the complexity of sync_repo_context by extracting the per-file download and required-file/error tracking logic into a helper, and extracting the stale local-file deletion pass into another helper. Keep sync_repo_context responsible for setup, orchestration, final required-file validation, and success reporting, while preserving the existing download, cleanup, logging, and return behavior.Source: Linters/SAST tools
77-114: 🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick winDeletion policy wipes locally-synced files on transient errors, not just confirmed upstream removal.
downloaded_filesonly gets an entry on HTTP 200. Any non-404 HTTP error or transport exception (Lines 92-101) also fails to add the file, and the deletion loop (Lines 103-114) then deletes that file locally becauserel_p not in downloaded_files— even though the remote file wasn't actually removed, just temporarily unreachable. Deletion also runs before thefailed_requiredcheck, so it happens even when the overall sync is later reported as failed. A single flaky fetch can therefore permanently drop a previously-good context file until the next successful sync of that specific file.🐛 Proposed fix: only delete files confirmed removed upstream (404), not files that merely failed to (re)download this run
headers = {"User-Agent": "SkillBot-Context-Sync"} downloaded_files = set() + confirmed_removed = set() failed_required = [] http_errors = 0 transport_errors = 0 for rel_file in KNOWN_CONTEXT_FILES: raw_url = f"https://raw.githubusercontent.com/{owner}/{repo}/{ref}/{rel_file}" try: res = client.get(raw_url, headers=headers) if res.status_code == 200: ... downloaded_files.add(rel_file) elif res.status_code == 404: logger.debug(f"File not found on remote (404): {rel_file} for {repo_name}") + confirmed_removed.add(rel_file) if rel_file in REQUIRED_CONTEXT_FILES: ... else: ... except Exception as e: ... - # Deletion policy: remove local files absent from KNOWN_CONTEXT_FILES or not downloaded in current sync + # Deletion policy: remove local files no longer tracked, or confirmed removed upstream (404). + # Do NOT delete files that merely failed to download this run due to a transient HTTP/transport error. known_set = set(KNOWN_CONTEXT_FILES) if target_dir.exists(): for p in list(target_dir.rglob("*")): if p.is_file(): rel_p = p.relative_to(target_dir).as_posix() - if rel_p not in known_set or rel_p not in downloaded_files: + if rel_p not in known_set or rel_p in confirmed_removed: try: p.unlink()🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@scripts/update_subtrees.py` around lines 77 - 114, Update the deletion policy in the sync loop so local files are removed only when they are absent from KNOWN_CONTEXT_FILES or their fetch returned a confirmed 404. Do not use downloaded_files to determine deletion, and preserve local files after transient HTTP errors or transport exceptions; ensure deletion does not occur for files whose fetch failed without confirming upstream removal.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In @.github/workflows/checklist-score.yml:
- Around line 130-136: Update the regex in the checklist content replacement
around formatted_table and new_content so its end lookahead targets a standalone
line containing only the horizontal rule, rather than the first --- within the
table separator row. Preserve the existing auto-update anchor and regenerate the
checklist to remove the duplicated malformed block.
In @.github/workflows/sync-subtrees.yml:
- Around line 25-27: Replace the literal <verified-full-commit-sha> placeholder
in the actions/setup-python step of the sync workflow with the full, verified
commit SHA for the intended setup-python v5 release, preserving the existing
python-version configuration.
---
Outside diff comments:
In `@scripts/update_subtrees.py`:
- Around line 55-121: Reduce the complexity of sync_repo_context by extracting
the per-file download and required-file/error tracking logic into a helper, and
extracting the stale local-file deletion pass into another helper. Keep
sync_repo_context responsible for setup, orchestration, final required-file
validation, and success reporting, while preserving the existing download,
cleanup, logging, and return behavior.
- Around line 77-114: Update the deletion policy in the sync loop so local files
are removed only when they are absent from KNOWN_CONTEXT_FILES or their fetch
returned a confirmed 404. Do not use downloaded_files to determine deletion, and
preserve local files after transient HTTP errors or transport exceptions; ensure
deletion does not occur for files whose fetch failed without confirming upstream
removal.
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repos/SocialShareButton/README.md (2)
137-145: 🎯 Functional Correctness | 🟠 Major | ⚡ Quick winDon’t require React Router in the Create React App example.
This snippet imports
useLocationand destructures from it even though the example says users without React Router can omit it. Copying this block in a project that only usesreact-routerroute updates or plainwindow.locationchanges will fail on module import / hook resolution. Add a complete non-router variant usingwindow.location.pathname/window.location.href, or split the examples into separate React Router and no-router cases.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@repos/SocialShareButton/README.md` around lines 137 - 145, The Create React App example in the Header component currently requires React Router despite documenting it as optional. Split the example into router and non-router variants, ensuring the non-router version removes the useLocation import and uses window.location.pathname and window.location.href for route and share-link updates.
145-171: 🎯 Functional Correctness | 🟡 Minor | ⚡ Quick winSynchronize against the complete client-side URL. All three examples observe only the pathname, so query-only navigation leaves stale share URLs.
repos/SocialShareButton/README.md#L145-L171: track React Routersearch/hashor the complete location.repos/SocialShareButton/README.md#L228-L275: includeuseSearchParams()in the Next App Router effect.repos/SocialShareButton/README.md#L334-L381: depend on Next Pages Routerrouter.asPath.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@repos/SocialShareButton/README.md` around lines 145 - 171, Update all three README examples to resynchronize share options on complete client-side URL changes: in the React Router example (repos/SocialShareButton/README.md:145-171), track search and hash or the complete location; in the Next App Router example (repos/SocialShareButton/README.md:228-275), include useSearchParams() in the effect dependencies; and in the Next Pages Router example (repos/SocialShareButton/README.md:334-381), depend on router.asPath.
♻️ Duplicate comments (1)
bot.py (1)
421-449: 🚀 Performance & Scalability | 🟠 Major | ⚡ Quick winSlow external I/O now runs inside the global
ollama_lock, serializing unrelated requests.
extract_and_fetch_external_links(sequential HTTP calls, 10s timeout each) andload_repo_context(synchronous multi-file disk reads — already flagged in a prior review as blocking-I/O-on-the-event-loop, still unaddressed at this new call site) both execute here while the entireasync with ollama_lock:block is held. Since this lock exists to serialize Ollama access, any contributor's GitHub-link-heavy or slow-context message now stalls every other thread's message processing across the whole bot, not just its own Ollama call.♻️ Suggested restructure: build prompt/context before acquiring the lock
- async with ollama_lock: - ... - try: - if is_in_thread: - full_prompt = await _build_conversation_context(thread, author, cleaned_query, message) - else: - full_prompt = cleaned_query - external_link_info = await extract_and_fetch_external_links(f"{cleaned_query}\n{full_prompt}") - combined_query_text = f"{cleaned_query} {full_prompt} {external_link_info}" - repo_context = load_repo_context(mapped_repo, combined_query_text) - ... - response_text, used_fallback = await generate_ollama_response(full_prompt, repo_context) + if is_in_thread: + full_prompt = await _build_conversation_context(thread, author, cleaned_query, message) + else: + full_prompt = cleaned_query + external_link_info = await extract_and_fetch_external_links(f"{cleaned_query}\n{full_prompt}") + combined_query_text = f"{cleaned_query} {full_prompt} {external_link_info}" + repo_context = await asyncio.to_thread(load_repo_context, mapped_repo, combined_query_text) + ... + async with ollama_lock: + response_text, used_fallback = await generate_ollama_response(full_prompt, repo_context)🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@bot.py` around lines 421 - 449, Move external-link fetching and repository-context loading out of the global ollama_lock scope, before acquiring the lock, while preserving the existing prompt enrichment and context assembly behavior. Update the surrounding flow containing extract_and_fetch_external_links, load_repo_context, and generate_ollama_response so only the Ollama generation call remains protected by ollama_lock; ensure synchronous load_repo_context does not block the event loop by using the project’s established async/offloading pattern.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@repo_router.py`:
- Around line 319-341: Update extract_and_fetch_external_links to cap the number
of eligible GitHub pull-request/issue URLs and fetch the capped set concurrently
rather than awaiting each URL sequentially. Preserve URL normalization and
deduplication, retain only successful fetch results, and join them in a stable
input order.
- Around line 274-317: Update fetch_github_link_info to read the optional
GITHUB_TOKEN configuration and include it as a Bearer Authorization header on
the GitHub API request when present. Preserve the existing headers and
unauthenticated behavior when the token is unset, and avoid exposing the token
in logs.
---
Outside diff comments:
In `@repos/SocialShareButton/README.md`:
- Around line 137-145: The Create React App example in the Header component
currently requires React Router despite documenting it as optional. Split the
example into router and non-router variants, ensuring the non-router version
removes the useLocation import and uses window.location.pathname and
window.location.href for route and share-link updates.
- Around line 145-171: Update all three README examples to resynchronize share
options on complete client-side URL changes: in the React Router example
(repos/SocialShareButton/README.md:145-171), track search and hash or the
complete location; in the Next App Router example
(repos/SocialShareButton/README.md:228-275), include useSearchParams() in the
effect dependencies; and in the Next Pages Router example
(repos/SocialShareButton/README.md:334-381), depend on router.asPath.
---
Duplicate comments:
In `@bot.py`:
- Around line 421-449: Move external-link fetching and repository-context
loading out of the global ollama_lock scope, before acquiring the lock, while
preserving the existing prompt enrichment and context assembly behavior. Update
the surrounding flow containing extract_and_fetch_external_links,
load_repo_context, and generate_ollama_response so only the Ollama generation
call remains protected by ollama_lock; ensure synchronous load_repo_context does
not block the event loop by using the project’s established async/offloading
pattern.
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- Push a commit to this branch (recommended)
- Create a new PR with the fixes
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BestPracticesChecklist.md (1)
28-37: 🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick winFix the score-table replacement boundary.
The generated section currently contains duplicated rows and a malformed table separator. In
.github/workflows/checklist-score.yml, the replacement regex matches the first---substring inside the Markdown table separator instead of the standalone---delimiter, so each workflow run preserves stale table fragments.Use a full-line delimiter and rerun the workflow to regenerate this file.
Suggested workflow fix
- r'(?<=<!-- Auto-updated by checklist-score\.yml workflow — do not edit manually -->).*?(?=---)', + r'(?<=<!-- Auto-updated by checklist-score\.yml workflow — do not edit manually -->).*?(?=^---\s*$)', formatted_table, content, - flags=re.DOTALL + flags=re.DOTALL | re.MULTILINEAlso applies to: 48-55
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@BestPracticesChecklist.md` around lines 28 - 37, Update the score-table replacement regex in the workflow’s generated-section handling to match standalone full-line `---` delimiters rather than the first substring within a Markdown table separator. Regenerate BestPracticesChecklist.md by rerunning the workflow so duplicated rows and malformed separators are removed.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Outside diff comments:
In `@BestPracticesChecklist.md`:
- Around line 28-37: Update the score-table replacement regex in the workflow’s
generated-section handling to match standalone full-line `---` delimiters rather
than the first substring within a Markdown table separator. Regenerate
BestPracticesChecklist.md by rerunning the workflow so duplicated rows and
malformed separators are removed.
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bot.py (1)
46-46: 🎯 Functional Correctness | 🟡 Minor | ⚡ Quick winRestore sufficient repository-routing history.
Limiting recovery context to four messages can miss a repository mentioned five or more messages earlier. The subsequent LLM classifier receives only
cleaned_query, so valid threads may be incorrectly routed to clarification. Preserve the previous window or use a targeted lookup of the thread’s earlier repository-bearing messages.🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@bot.py` at line 46, Increase THREAD_HISTORY_LIMIT to restore the previous recovery window, or implement targeted retrieval of earlier repository-bearing messages before classification. Ensure the classifier receives sufficient thread history to identify repositories mentioned more than four messages earlier while preserving existing routing behavior.
♻️ Duplicate comments (1)
bot.py (1)
341-344: 🩺 Stability & Availability | 🟠 MajorDuplicate: serialize every Ollama invocation.
ollama_lockis acquired only at Line 411, so both repository-classifier calls and the clarificationgenerate_ollama_responsecall can execute concurrently against the local Ollama instance. Route all Ollama calls through a shared locking helper.Also applies to: 362-365, 393-393
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@bot.py` around lines 341 - 344, Serialize all Ollama interactions through the shared ollama_lock rather than acquiring it only at the later call site. Update the repository-classifier invocations of classify_repo_with_llm and the clarification generate_ollama_response call to use a common locking helper, preserving their existing arguments and results while ensuring no Ollama calls run concurrently.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Outside diff comments:
In `@bot.py`:
- Line 46: Increase THREAD_HISTORY_LIMIT to restore the previous recovery
window, or implement targeted retrieval of earlier repository-bearing messages
before classification. Ensure the classifier receives sufficient thread history
to identify repositories mentioned more than four messages earlier while
preserving existing routing behavior.
---
Duplicate comments:
In `@bot.py`:
- Around line 341-344: Serialize all Ollama interactions through the shared
ollama_lock rather than acquiring it only at the later call site. Update the
repository-classifier invocations of classify_repo_with_llm and the
clarification generate_ollama_response call to use a common locking helper,
preserving their existing arguments and results while ensuring no Ollama calls
run concurrently.
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BestPracticesChecklist.md (1)
120-124: 🗄️ Data Integrity & Integration | 🟠 Major | ⚡ Quick winDo not claim historical response rates from policy notes alone.
These notes assert that most or all reports received responses during the last 2–12 months, but provide no dated, auditable evidence. Link anonymized historical records or leave these criteria unchecked. This repeats the previously raised response-evidence gap.
🤖 Prompt for AI Agents
Verify each finding against current code. Fix only still-valid issues, skip the rest with a brief reason, keep changes minimal, and validate. In `@BestPracticesChecklist.md` around lines 120 - 124, Remove the unsupported checked status for report_responses and enhancement_responses in BestPracticesChecklist.md, or add links to dated, anonymized records that audibly substantiate the claimed historical response rates; do not rely on the self-certification notes alone.
🤖 Prompt for all review comments with AI agents
Verify each finding against current code. Fix only still-valid issues, skip the
rest with a brief reason, keep changes minimal, and validate.
Inline comments:
In `@BestPracticesChecklist.md`:
- Around line 36-46: Update the score-table replacement logic in the checklist
scoring workflow to terminate only on a standalone horizontal-rule line,
preventing duplicate or malformed table output. Then regenerate
BestPracticesChecklist.md through the workflow or its generator, without
manually editing the generated score section.
In `@bot.py`:
- Around line 291-338: Guard every Ollama request with ollama_lock: wrap both
classify_repo_with_llm calls in _resolve_repo, including the thread and channel
branches, and wrap the fallback generate_ollama_response call in process_message
for unmapped-repo clarification. Keep the existing mapped-repo response locking
and classification behavior unchanged.
- Around line 297-306: The repository-resolution flow duplicates
conversation-context construction when keyword detection falls back to thread
history. Update _resolve_repo to return the context produced by
_build_conversation_context, and have process_message reuse that returned value
when constructing full_prompt instead of invoking _build_conversation_context
again; preserve the existing behavior for paths that do not build context.
In `@repo_router.py`:
- Around line 325-342: Add the missing asyncio import in repo_router.py so the
GitHub link enrichment block can resolve asyncio.gather when processing URLs
collected by the GitHub link handling flow.
---
Outside diff comments:
In `@BestPracticesChecklist.md`:
- Around line 120-124: Remove the unsupported checked status for
report_responses and enhancement_responses in BestPracticesChecklist.md, or add
links to dated, anonymized records that audibly substantiate the claimed
historical response rates; do not rely on the self-certification notes alone.
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Fix all unresolved CodeRabbit comments on this PR:
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