pr-agent good first issues (Python)

Shared cacheable prompt prefix across /review, /describe and /improve 4 days ago

enhancement help wanted performance

The-PR-Agent/pr-agent

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Ticket analysis: scope issue lookups to the PR's own repository by default 5 days ago

enhancement help wanted Configuration Medium Effort Issue

The-PR-Agent/pr-agent

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/improve self-reflection never sees extra_instructions or artifacts, so context-driven suggestions are scored low and filtered 6 days ago

help wanted bug

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Suggestion fence matching: find the closing fence without rescanning the body 6 days ago

help wanted

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Setting to disable the "Failed to review PR" comment 7 days ago

enhancement good first issue help wanted

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Opt-in failure_modes field for /review 7 days ago

enhancement help wanted

The-PR-Agent/pr-agent

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Release pipeline: environment rules, Trusted Publishing and a pinned `build` 7 days ago

help wanted Medium Effort Issue chore github_actions

The-PR-Agent/pr-agent

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Rename merge_recommendation values to describe findings, not safety 7 days ago

enhancement good first issue help wanted

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config.max_output_tokens: no lower bound, and invalid values silently remove the cap 7 days ago

good first issue help wanted bug

The-PR-Agent/pr-agent

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GitLab webhook: a new MR is skipped when the API still answers 404 8 days ago

help wanted bug

The-PR-Agent/pr-agent

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Apply `ignore_*` filters to comment commands and to the Azure and polling entrypoints 9 days ago

help wanted Refactoring Medium Effort Issue

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Webhook servers: verify the request before parsing it, and log payload summaries rather than bodies 9 days ago

help wanted Refactoring Low Effort Issue

The-PR-Agent/pr-agent

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Make provider authentication-mode and TLS settings host-only 10 days ago

help wanted

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Repository settings sections with "__" in the name skip the host-only checks 10 days ago

help wanted

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Host-only keys can be set through the repository's pyproject.toml 10 days ago

help wanted

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AWS secret provider: store_secret cannot create a secret that does not exist yet 10 days ago

help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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mosaico: give the A2A server the shared body cap, a caller identity and bounded text scans 11 days ago

enhancement help wanted Medium Effort Issue

The-PR-Agent/pr-agent

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bitbucket_app: align the Connect lifecycle and JWT handling with the Bitbucket Cloud contract 11 days ago

help wanted Medium Effort Issue bug

The-PR-Agent/pr-agent

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/review prompt has no untrusted-content instruction, unlike /improve and /ask 11 days ago

good first issue bug

The-PR-Agent/pr-agent

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CLI exits 0 when a tool recorded a failure (command_failed()), unlike the GitHub Action 11 days ago

good first issue bug

The-PR-Agent/pr-agent

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CLI mode never applies config.ignore_pr_* (title, branches, labels, authors): the documented exclusions only work on the webhook servers 11 days ago

good first issue bug

The-PR-Agent/pr-agent

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Gerrit /improve: don't follow symlinks when applying a suggestion 11 days ago

help wanted Low Effort Issue bug

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GitLab webhook: in secret-provider mode, compare a stored token rather than the secret name 11 days ago

documentation enhancement help wanted Configuration Medium Effort Issue

The-PR-Agent/pr-agent

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Global settings: name the `pr-agent-settings` repository explicitly instead of resolving it by convention 11 days ago

enhancement help wanted Configuration Low Effort Issue

The-PR-Agent/pr-agent

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Gerrit and Gitea: read repo settings from the target ref, as the other providers do 11 days ago

help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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update_changelog: push only when the PR head lives in the base repository 11 days ago

help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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Repo settings: treat provider connection sections as host-controlled, as #3840 did for model endpoints (#3830) 11 days ago

enhancement help wanted Configuration Medium Effort Issue

The-PR-Agent/pr-agent

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Comment arguments: align `CLI_HOST_ONLY_KEYS_BY_SECTION` with the per-directory host-only keys 11 days ago

good first issue help wanted Configuration Low Effort Issue

The-PR-Agent/pr-agent

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Docs: installation guides recommend broader settings than the features need 11 days ago

documentation good first issue help wanted Low Effort Issue

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Workflows: scope `contents: write` in docs-ci to the deploy step and add `permissions:` blocks elsewhere 11 days ago

good first issue help wanted Low Effort Issue chore github_actions

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Docker: run service stages as a non-root user, pin base images by digest, and ignore `settings_prod/.secrets.toml` 11 days ago

good first issue help wanted Low Effort Issue chore docker

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litellm: pass `drop_params` per call and keep the other process globals host-controlled 11 days ago

help wanted Refactoring Low Effort Issue

The-PR-Agent/pr-agent

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Labels: publish only labels from the configured set 11 days ago

good first issue help wanted Low Effort Issue bug

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Azure DevOps and Bitbucket Server webhooks: require the webhook credentials, as Gitea and Gerrit do 11 days ago

documentation good first issue help wanted error handling Low Effort Issue

The-PR-Agent/pr-agent

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GitLab: reuse the sibling-repository checks for submodule diff expansion 11 days ago

help wanted Refactoring Low Effort Issue

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Prometheus exporter re-adds cumulative counter totals on every flush 11 days ago

good first issue bug

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/improve sends deleted files and delete-only hunks when the diff fits the budget, but drops them when it does not 11 days ago

good first issue bug

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Skills dropped by the token budget are logged at INFO with a count only, so operators cannot tell which guidance was lost 11 days ago

good first issue bug

The-PR-Agent/pr-agent

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/improve still assigns a score of 7 to every suggestion when self-reflection fails on all models 12 days ago

good first issue bug

The-PR-Agent/pr-agent

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litellm.model_id is sent with fallback models, so the fallback calls the primary's inference profile 13 days ago

good first issue bug

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Prompt caching and run cost are skipped for Claude addressed by a Bedrock inference profile ARN 13 days ago

good first issue bug

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docs: self-host the README images instead of loading them from codium.ai 13 days ago

documentation good first issue

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Export per-command token usage through the OpenTelemetry metrics 13 days ago

enhancement good first issue

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An empty response with finish_reason "length" is retried on the same model before falling back 13 days ago

good first issue bug

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Self-review checkbox: /improve publishes it, but nothing handles the tick 13 days ago

documentation good first issue

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Linked GitHub issues fetch every sub-issue with one REST call each, with no cap 14 days ago

good first issue help wanted performance Low Effort Issue

The-PR-Agent/pr-agent

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Five tools re-raise only the Bitbucket incomplete-files error, not the shared base 14 days ago

help wanted Refactoring error handling Low Effort Issue

The-PR-Agent/pr-agent

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An inline review comment that mentions /ask anywhere is rerouted to /ask_line 14 days ago

good first issue help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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Bitbucket Cloud line links break for filenames with a space or # 14 days ago

good first issue help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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GitHub Action imports the app server and misses the #3670 /ask fix 15 days ago

help wanted Refactoring Medium Effort Issue bug

The-PR-Agent/pr-agent

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Plain comments trigger tools on GitLab and Bitbucket 16 days ago

help wanted Low Effort Issue bug

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Bitbucket Cloud push commands skip the ignore filters 16 days ago

good first issue help wanted Low Effort Issue bug

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publish_code_suggestions repeats the same validation skeleton in every provider 18 days ago

help wanted Refactoring Medium Effort Issue

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GitHub Action ignores recorded tool failures 19 days ago

help wanted error handling bug

The-PR-Agent/pr-agent

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Opt-in auto commands report success when /generate_labels, /add_docs or /help fail 19 days ago

help wanted error handling Low Effort Issue bug

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Share the code-suggestion thread context across providers 20 days ago

help wanted Refactoring Medium Effort Issue bug

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Every install requires every provider SDK 21 days ago

help wanted Refactoring dependencies High Effort Issue

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`retry_with_fallback_models` retries non-provider failures against every model 23 days ago

help wanted error handling Medium Effort Issue

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Replace `_calc_claude_tokens` with `litellm.acount_tokens` 23 days ago

enhancement help wanted Medium Effort Issue

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Derive temperature support from LiteLLM metadata and retire NO_SUPPORT_TEMPERATURE_MODELS 23 days ago

help wanted Refactoring Medium Effort Issue

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Prompt caching is configured blind 23 days ago

enhancement help wanted Low Effort Issue

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Extend output-model validation from `/review` to `/describe` 24 days ago

enhancement help wanted Medium Effort Issue

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Add a tripwire test for the guarded private LiteLLM imports 24 days ago

good first issue help wanted Low Effort Issue 🕐 10-20 Minutes

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algo/utils.py is a 64-definition god module imported by a third of the codebase 24 days ago

help wanted Refactoring Medium Effort Issue

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docs: add Gerrit and CodeCommit to the features table 25 days ago

documentation good first issue help wanted Low Effort Issue

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good first issue help wanted Low Effort Issue bug

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good first issue help wanted Low Effort Issue bug

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documentation help wanted Low Effort Issue

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help wanted Medium Effort Issue bug

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help wanted Medium Effort Issue bug

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help wanted Medium Effort Issue bug

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good first issue help wanted Low Effort Issue bug

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help wanted Low Effort Issue bug

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help wanted Medium Effort Issue bug

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help wanted Low Effort Issue bug

The-PR-Agent/pr-agent

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help wanted Medium Effort Issue bug

The-PR-Agent/pr-agent

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docs: the help text posted into pull requests links to stale anchors and a deleted file 26 days ago

documentation good first issue help wanted Low Effort Issue

The-PR-Agent/pr-agent

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docs: the blog links point at the retired codium.ai host 26 days ago

documentation good first issue help wanted Low Effort Issue

The-PR-Agent/pr-agent

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docs: the features table on the landing page does not match the code 26 days ago

documentation help wanted Low Effort Issue

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Cloud-credential plumbing lives inside the litellm model handler 26 days ago

help wanted Refactoring Medium Effort Issue

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Two thirds of exception handlers catch everything 26 days ago

help wanted Refactoring error handling Medium Effort Issue

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should_process_pr_logic is duplicated across five webhook servers and has drifted 26 days ago

good first issue help wanted Refactoring Low Effort Issue

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test: pin Gemini 3.x ids through the reasoning-effort metadata probe (from #2998) 26 days ago

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Remove 322 lines of unreachable code across 39 definitions 26 days ago

help wanted Refactoring Medium Effort Issue

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Support adaptive thinking for Bedrock application inference profile ARNs 27 days ago

enhancement good first issue help wanted

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reasoning_effort = "max" still fails on gpt-5 and gpt-5.1 27 days ago

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Replace SUPPORT_REASONING_EFFORT_MODELS with litellm's model metadata plus the config override 27 days ago

help wanted Refactoring Medium Effort Issue

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GitHub Action exits 0 when an automatic command fails 27 days ago

help wanted Low Effort Issue

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extract_relevant_lines_str breaks the review block when the extracted lines contain a code fence 27 days ago

help wanted bug

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GitHub inline reviews land PENDING since #3240: PyGithub 2.x sends no event on create_review 27 days ago

help wanted Low Effort Issue bug

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Fence config.description_issue_regex as host-only before #3385 ships 28 days ago

help wanted Low Effort Issue

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CI is red on every PR: litellm's network-fetched cost map trips the OpenRouter reasoning assertion 28 days ago

help wanted Low Effort Issue bug

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docs(config): the generated configuration reference inverts the meaning of persistent_inline_comments 29 days ago

documentation good first issue Low Effort Issue

The-PR-Agent/pr-agent

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Register Grok 4.3 for reasoning_effort 29 days ago

help wanted feature

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github_polling mutates process-global settings instead of using a per-request scope 29 days ago

help wanted bug

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Azure DevOps renders /improve suggestions as a raw suggestion fence 29 days ago

help wanted bug

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Branch names containing # truncate the links every git provider builds 29 days ago

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The existing_code brevity instruction leaks "..." into improved_code, making suggestions unapplicable 29 days ago

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/generate_labels raises on providers without label support instead of falling back to a comment 29 days ago

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/review -i reports "no files changed" after a rebase or force-push 30 days ago

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The-PR-Agent/pr-agent

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