findings
Write reviewer findings to a <slug>.findings.md file for any scoped review target such as a file, ADR, doc set, PR context, diff, or uncommitted workspace.
Skill by LightForgeLabsStudio
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/lightforgelabsstudio-findings
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: documents, writing
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/findings
What's inside
- Skill name
findings- Description
- Write reviewer findings to a <slug>.findings.md file for any scoped review target such as a file, ADR, doc set, PR context, diff, or uncommitted workspace.
- License
- MIT
- Instructions
- 56 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# Findings Write reviewer findings for any scoped target such as a file, ADR, doc set, PR context, diff, uncommitted workspace, or another named review scope using a two-file message bus. ## Protocol - `<slug>.findings.md` — owned by the **reviewer**; primary output of this command; deleted on acceptance - `<slug>.response.md` — owned by the **author**; deleted on acceptance ## Inputs - Review target or scope - Slug for the exchange files - Optional existing `<slug>.response.md` when iterating ## Reviewer workflow 1. Read the target under review. If `<slug>.response.md` already exists, read it before revising findings. 2. Write findings to `<slug>.findings.md`: ``` # Review: <target name> ## Findings ### Critical - [path:line or section] Issue. Suggested fix. ### Major / Minor - ... ## Decision: Request Changes | Approve ``` 3. Tell the author: "findings written to `<slug>.findings.md`." Do not stop at chat-only review output. The findings file is the contract. ## Author workflow 1. Read `<slug>.findings.md`. 2. For each finding: fix, defer (with reason), or reject (with reason). 3. Write response to `<slug>.response.md`: ``` # Response: <target name> ## Responses - [Finding ref] Fixed | Deferred: <reason> | Rejected: <reason> ## Target status: Revised | Accepted as-is ``` 4. Tell the reviewer: "response written to `<slug>.response.md`." ## Closing the loop Reviewer reads `<slug>.response.md`. If satisfied: both files deleted, target accepted. If not: iterate. ## Notes - Use a stable slug for the review scope: `pr-524`, `workspace-uncommitted`, `movement-system`, `2026-03-01-network-flow-logistics-system`. - Use `<issue-number>-<slug>` naming when the review is tied to a GitHub issue. - This protocol is relay-agnostic; future tooling can automate the file exchange.
From LightForgeLabsStudio/AIDE, MIT.
More from LightForgeLabsStudio/AIDE
- 0.561score
pr-review
LightForgeLabsStudio
Review a PR against its current ticket and project constraints, then submit findings for the reviewed commit.
SkillAFreshness: AClaude Code +9 - 0.558score
implement
LightForgeLabsStudio
Implement a ticket, validate, and deliver a draft PR for review.
SkillAFreshness: AClaude Code +9 - 0.558score
check-pr
LightForgeLabsStudio
Inspect PR review feedback and report what needs addressing.
SkillAFreshness: AClaude Code +9 - 0.558score
pr-ready
LightForgeLabsStudio
Run validation, post a summary, and flip a PR from draft to ready.
SkillAFreshness: AClaude Code +9 - 0.558score
pr-draft
LightForgeLabsStudio
Create or update a draft PR with a validated body and issue linkage when applicable.
SkillAFreshness: AClaude Code +9 - 0.533score
quality
LightForgeLabsStudio
Run project quality gates.
SkillAFreshness: AClaude Code +9 - 0.521score
design
LightForgeLabsStudio
Design a feature or change into a reviewed system spec (plus a slim ADR only when the decision threshold is met).
SkillBFreshness: BClaude Code +9 - 0.521score
scope
LightForgeLabsStudio
Decompose an accepted spec (and its ADR, if one exists) into GitHub issues — or, when the project elects a docs/plans/ layer, an optional staged plan file.
SkillBFreshness: BClaude Code +9 - 0.521score
evolve
LightForgeLabsStudio
Turn a repeated failure pattern into a system improvement.
SkillBFreshness: BClaude Code +9 - 0.518score
sync
LightForgeLabsStudio
Sync branch with remote and confirm a clean end-of-session state.
SkillBFreshness: BClaude Code +9 - 0.518score
handoff
LightForgeLabsStudio
Generate a session handoff note for context resets or multi-day work.
SkillBFreshness: BClaude Code +9 - 0.518score
doc-review
LightForgeLabsStudio
Review documentation for accuracy, drift, and duplication.
SkillBFreshness: BClaude Code +9
Signals
- Stars
- 0
- Forks
- 2
- Open issues
- 1
- Last commit (this folder)
- Aug 31, 2026 (1 month ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/LightForgeLabsStudio/AIDE
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from LightForgeLabsStudio
- 0.561score
pr-review
LightForgeLabsStudio
Review a PR against its current ticket and project constraints, then submit findings for the reviewed commit.
SkillAFreshness: AClaude Code +9 - 0.558score
pr-ready
LightForgeLabsStudio
Run validation, post a summary, and flip a PR from draft to ready.
SkillAFreshness: AClaude Code +9 - 0.558score
check-pr
LightForgeLabsStudio
Inspect PR review feedback and report what needs addressing.
SkillAFreshness: AClaude Code +9 - 0.558score
pr-draft
LightForgeLabsStudio
Create or update a draft PR with a validated body and issue linkage when applicable.
SkillAFreshness: AClaude Code +9 - 0.558score
implement
LightForgeLabsStudio
Implement a ticket, validate, and deliver a draft PR for review.
SkillAFreshness: AClaude Code +9 - 0.533score
quality
LightForgeLabsStudio
Run project quality gates.
SkillAFreshness: AClaude Code +9
Cite this page
findings skill. Agent Mart. https://agentmart.dev/skills/lightforgelabsstudio-findings (last updated 2026-10-24)