Agent skill

Kb GitHub Analytics Scoring

by Community-Access in Community-Access/accessibility-agents

Reference data, not a reviewer. An agent skill from Community-Access/accessibility-agents.

MITAuto-check passedDevelopment

Install Kb GitHub Analytics Scoring

skills CLI
$ npx skills add Community-Access/accessibility-agents --skill kb-github-analytics-scoring -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Community-Access/accessibility-agents kb-github-analytics-scoring --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/Community-Access/accessibility-agents.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/kb-github-analytics-scoring .claude/skills/kb-github-analytics-scoring && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
kb-github-analytics-scoring
GitHub stars
422
Token cost
~2.4k tokens
SKILL.md length
830 words
Files
2
Skills in repo
108
Repo updated
First seen
Licence
MIT

At a glance

Reference data, not a reviewer. An agent skill from Community-Access/accessibility-agents.

  • Development work in your project
  • SKILL.md covers GitHub Analytics Scoring, Repository Health Score, Score Grades and Priority Scoring for Issues, plus 10 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Kb GitHub Analytics Scoring is an agent skill from Community-Access/accessibility-agents. Reference data, not a reviewer. Score repository health (0-100, A-F grades), priorities, and delta tracking. Includes velocity metrics, confidence levels, and bottleneck detection.

Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).

It sits in Development. It works with GitHub. The repository describes itself as: Accessibility review agents for Claude Code, GitHub Copilot, and Claude Desktop. Eleven specialists that enforce WCAG 2.2 AA compliance so AI coding tools stop generating… The licence is MIT.

When your agent uses it

  • Development work in your project

Example prompts

  • “/kb-github-analytics-scoring”

What it can do on your machine

Read from SKILL.md and the folder at commit decf6ba. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Kb GitHub Analytics Scoring loads about 2.4k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 830 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~52
When it runs · the whole SKILL.md, loaded when a task matches
~2.4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Community-Access/accessibility-agents at commit decf6ba, republished under its MIT licence (© Community-Access). 830 words, ~2,380 tokens.

Download SKILL.mdSave it as .claude/skills/kb-github-analytics-scoring/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
kb-github-analytics-scoring
description
Reference data, not a reviewer. Score repository health (0-100, A-F grades), priorities, and delta tracking. Includes velocity metrics, confidence levels, and bottleneck detection.
license
MIT
disable-model-invocation
true
user-invocable
false
metadata.tier
reference
metadata.domain
cross-cutting
metadata.output
none
metadata.effort
low
metadata.title
Github Analytics Scoring

GitHub Analytics Scoring

Repository Health Score

text
Health Score = 100 - (sum of weighted penalties)

Penalties - CI & Reliability:
  Failing workflow, high confidence:         -10 points
  Flaky test (3+ failures/week):             - 5 points
  No CI configured:                          - 8 points

Penalties - Issues & PRs:
  Critical unresolved bug (P0):             -10 points
  Security alert (critical severity):       -10 points
  Security alert (high severity):           - 5 points
  PR open >14 days (stale):                 - 3 points each (max -9)
  Issue @mentioned, no response >7 days:    - 5 points each (max -10)
  >10 open issues with no labels/triage:    - 3 points

Penalties - Community Health:
  No CONTRIBUTING.md:                        - 5 points
  No CODE_OF_CONDUCT.md:                     - 3 points
  No branch protection on main:              - 5 points
  0 open "good first issue" labels:          - 2 points

Floor: 0 (minimum score)

Score Grades

Each score, with its grade and meaning.

ScoreGradeMeaning
90-100AExcellent - healthy repo, minimal issues
75-89BGood - minor issues, well-managed
50-74CNeeds attention - multiple signals requiring action
25-49DPoor - significant problems impacting velocity
0-24FCritical - major issues blocking team progress

Priority Scoring for Issues

Internally score each issue to determine sort order in dashboards and reports:

SignalPoints
User @mentioned and hasn't responded+5
P0, P1, critical, urgent, blocker label+3
Tied to upcoming release milestone+3
New comments from others since user's last activity+2
High community interest (5+ positive reactions)+2
bug label+1
Assigned to user+1
Active related discussion thread+1
wontfix, duplicate, question label-1
No activity >14 days-2

Priority Scoring for Pull Requests

Each signal, with its points.

SignalPoints
Review requested, user hasn't reviewed+5
PR has "changes requested" - author needs to update+4
PR is approved and ready to merge+3
Targets a release branch with upcoming deadline+3
CI failed on this PR+2
Merge conflicts present+2
High community interest (5+ positive reactions)+2
New comments on the PR+1
Active discussion thread linked to this PR+1
Draft PR-1
No activity >7 days-2

Priority Scoring for Discussions

Each signal, with its points.

SignalPoints
User was @mentioned+3
High activity (10+ comments in 24h)+2
Linked to an issue/PR the user owns+1
No activity >7 days-1

Confidence Levels for Analytics Findings

Apply confidence levels to all bottleneck findings, health score deductions, and anomaly detections. Every finding in a report MUST include its confidence level.

LevelWhen to UseImpact on Report
HighMultiple corroborating signals, definitively observed (e.g., CI has failed 5 times this week, confirmed by logs)Report as fact; recommend remediation
MediumFound by one source, likely issue (e.g., PR open 14 days but author may be on leave)Report as finding; suggest investigation
LowPossible pattern, needs human review (e.g., velocity seems low but may be seasonal)Flag as observation; don't deduct from score
Confidence Tag Format in Reports
markdown
| Finding | Severity | Confidence | Recommendation |
|---------|----------|-----------|----------------|
| 3 PRs stale >14 days | High | **High** | Assign reviewers or close |
| Velocity 40% below 4-week avg | Medium | **Medium** | Verify - may be holiday period |
| Issue activity spike on Fridays | Low | **Low** | Monitor for 2 weeks before acting |

Delta Tracking

When re-running an analysis against a previous report, classify every finding by change status:

StatusDefinition
FixedWas in previous report; no longer present
NewNot in previous report; appears now
PersistentRemains from previous report, unchanged
RegressedWas previously fixed but has returned
Delta Report Section Format
markdown
## Changes Since Last Report ({previous date})

| Change | Finding | Details |
|--------|---------|---------|
|  Fixed | 3 stale PRs resolved | Team cleared the backlog |
|  New | CI failing on main | Build broke in last 24h |
|  Persistent (#3) | Velocity 30% below baseline | Third consecutive week |
|  Regressed | Security alert reopened | lodash advisory re-filed |

**Progress:** {N} fixed, {M} new, {P} persistent, {Q} regressed
**Score change:** {current_score} ({+/-N} from {previous_score})
Escalation Rule

If a finding is Persistent for 3+ consecutive reports, escalate:

Escalation: [{Finding}] has been present for {N} consecutive reports. Consider a team discussion or explicit ownership assignment to resolve this.


Velocity Metrics

Each metric, with its formula, healthy, warning and critical.

MetricFormulaHealthyWarningCritical
PR merge ratePRs merged / week>3/week1-3/week<1/week
Issue close rateIssues closed / week>5/week2-5/week<2/week
Review turnaroundAvg hours PR open before first review<24h24-72h>72h
Issue response timeAvg hours until first team response<8h8-48h>48h
Stale PR ratioPRs open >14 days / total open PRs<10%10-30%>30%
CI reliabilityPassing runs / total runs (7-day)>95%80-95%<80%

Show full SKILL.md (315 more words)Show less

Contributor Metrics

Each metric, with its formula and notes.

MetricFormulaNotes
PR commit ratioCommits / PRs mergedHigh ratio = large PRs, consider splitting
Review coveragePRs reviewed by others / total PRs mergedLow = single-contributor bottleneck
First-time contributor rateNew contributors / total active contributorsHealthy community growth signal
Contributor retentionActive last month AND active this month / active last monthEngagement health
Bus factorMin contributors whose departure halts 50%+ of commits<3 is high risk

Bottleneck Categories

Each category, with its signals and example finding.

CategorySignalsExample Finding
Review bottleneckHigh PR open time, review-requested PRs >3 days"4 PRs waiting for review >3 days - assign or redistribute"
CI bottleneckFrequent failures, long runtimes"Test suite 45min avg - 2x slower than 4-week average"
Stale workIssues/PRs with no activity >14 days"7 issues open >30 days with no recent comments"
Knowledge concentration80%+ commits from one contributor"3 of 4 core modules have only one contributor - bus factor 1"
Response lag>24h average first response to new issues"Average first response: 38h - community may feel unsupported"
Security debtOpen Dependabot alerts unresolved >7 days"2 critical alerts open for 12 days"
Release congestion>10 merged PRs unreleased"11 merged PRs awaiting release - coordinate cut date"

Trend Classification

Each trend, with its definition.

TrendDefinition
ImprovingScore increased 5+ points vs previous report
StableScore within 5 points of previous report
DecliningScore decreased 5+ points vs previous report
RecoveringScore increased after 2+ consecutive Declining reports
NewNo previous report to compare

Scorecard Output Format

Single Repo
markdown
## Repository Health Score

| Metric | Value |
|--------|-------|
| Repo | [owner/repo](url) |
| Score | {0-100} |
| Grade | {A-F} |
| Trend | {Improving / Stable / Declining} |
| Open Security Alerts | {count} |
| Stale PRs (>14 days) | {count} |
| CI Reliability (7-day) | {%} |
| Unanswered @mentions | {count} |
Multi-Repo Scorecard
markdown
## Repository Health Scorecard

| Repo | Score | Grade | Trend | Critical Issues | Notes |
|------|-------|-------|-------|-----------------|-------|
| owner/repo-a | 88 | B | Improving | 0 | |
| owner/repo-b | 54 | C | Declining | 1 | Security alert unresolved |
| owner/repo-c | 22 | F | Stable | 3 | Review bottleneck + stale PRs |
| **Average** | **54.7** | **C** | - | **4** | |

Sprint & Iteration Metrics

When project boards are configured, track sprint metrics:

MetricFormula
Sprint completion rateDone items / total sprint items x 100
Carryover rateItems moved to next sprint / planned items
Cycle timeAverage days from "In Progress" to "Done"
ThroughputItems completed per sprint
Blocked rateItems in "Blocked" state / total in-progress

© Community-Access, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/kb-github-analytics-scoring of Community-Access/accessibility-agents.

  • SKILL.md
  • agents/openai.yaml

Open the folder on GitHubat commit decf6ba

Compare with similar skills

Kb GitHub Analytics Scoring next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

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Kb GitHub Analytics Scoring this skillCommunity-Access/accessibility-agents422—~2.4kAutomated safety check: PassMIT
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Docs AuthoringTracecatHQ/tracecat3.8k—~3.1kAutomated safety check: NotesAGPL-3.0
README Badges and Headersjal-co/shieldcn916—~4.3kAutomated safety check: PassMIT
Valgocohesivestack/valgo508—~2.4kAutomated safety check: PassMIT
Implement GitHub FeatureAgnosticUI/agnosticui827—~1.6kAutomated safety check: PassApache-2.0

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Works with

Questions about Kb GitHub Analytics Scoring

What does Kb GitHub Analytics Scoring do?

Reference data, not a reviewer. An agent skill from Community-Access/accessibility-agents. Kb GitHub Analytics Scoring is an agent skill from Community-Access/accessibility-agents. Reference data, not a reviewer.

When should I use Kb GitHub Analytics Scoring?

Kb GitHub Analytics Scoring fits situations like: development work in your project.

How do I install Kb GitHub Analytics Scoring in Claude Code?

Run `npx skills add Community-Access/accessibility-agents --skill kb-github-analytics-scoring -a claude-code`. Or copy the skill folder (skills/kb-github-analytics-scoring in Community-Access/accessibility-agents) into .claude/skills/kb-github-analytics-scoring in your project. Claude Code loads it when a task matches its description.

How do I install Kb GitHub Analytics Scoring in Codex?

Run `npx skills add Community-Access/accessibility-agents --skill kb-github-analytics-scoring -a codex`. Or copy the skill folder (skills/kb-github-analytics-scoring in Community-Access/accessibility-agents) into .agents/skills/kb-github-analytics-scoring in your project. Codex loads it when a task matches its description.

Can I use Kb GitHub Analytics Scoring in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Community-Access/accessibility-agents --skill kb-github-analytics-scoring -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kb-github-analytics-scoring, .gemini/skills/kb-github-analytics-scoring, .github/skills/kb-github-analytics-scoring and .opencode/skills/kb-github-analytics-scoring in your project.

What does Kb GitHub Analytics Scoring need to run?

SKILL.md names no scripts, command-line tools or credentials: Kb GitHub Analytics Scoring is instructions for the agent only.

Does Kb GitHub Analytics Scoring access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Kb GitHub Analytics Scoring safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Kb GitHub Analytics Scoring use?

Kb GitHub Analytics Scoring is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Kb GitHub Analytics Scoring use?

About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Kb GitHub Analytics Scoring?

Skills that share tags, products or a category with Kb GitHub Analytics Scoring: Repomix Browser Extension Developer (yamadashy/repomix, 29k stars), Docs Authoring (TracecatHQ/tracecat, 3.8k stars), README Badges and Headers (jal-co/shieldcn, 916 stars) and Valgo (cohesivestack/valgo, 508 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Kb GitHub Analytics Scoring?

Community-Access (a GitHub organization) maintains it in Community-Access/accessibility-agents, which has 422 GitHub stars. The repository holds 108 skills in this directory. The repository was last updated on September 23, 2026.

Source: Community-Access/accessibility-agents on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.