Reflect
samzong/Recall
Use Recall Reflect to review AI coding workflow history as a conversation-first timeline and discuss observed patterns before changing behavior.
Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and unassisted results.
Install Weekly Agency Review
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills weekly-agency-review --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .claude/skills/weekly-agency-review && rm -rf skills-srcUse ~/.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/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .claude/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-reviewType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills weekly-agency-review --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .agents/skills/weekly-agency-review && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .agents/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills weekly-agency-review --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .cursor/skills/weekly-agency-review && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .cursor/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/GarethManning/education-agent-skills.git --path skills/student-learning/weekly-agency-review--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills weekly-agency-review --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .gemini/skills/weekly-agency-review && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .gemini/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install GarethManning/education-agent-skills weekly-agency-reviewInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .github/skills/weekly-agency-review && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .github/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install GarethManning/education-agent-skills weekly-agency-review --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/student-learning/weekly-agency-review .opencode/skills/weekly-agency-review && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "weekly-agency-review" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/student-learning/weekly-agency-review into .opencode/skills/weekly-agency-review/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "weekly-agency-review", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
weekly-agency-review- GitHub stars
- 840
- Token cost
- ~4.2k tokens
- SKILL.md length
- 1,024 words
- Files
- 1
- Skills in repo
- 160
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and unassisted results.
- Works in 4 steps: The review's value is proportional to… → The skill requires persistent session… → Pattern interpretation requires caution… → …
- Tasks that involve Performance reviews
- SKILL.md covers What This Skill Does, Evidence Foundation, System Prompt and Example Transcript, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Weekly Agency Review is an agent skill from GarethManning/education-agent-skills. Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and unassisted results. The learner identifies patterns and sets a strategy goal. Use weekly or after a multi-session period.
Its SKILL.md is about 4.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Performance reviews. The repository describes itself as: 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.
When your agent uses it
- Tasks that involve Performance reviews
Example prompts
- “/weekly-agency-review”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- The review's value is proportional to the quality and quantity of prior session data. A first-session review has no historical data and…
- The skill requires persistent session data storage to function across sessions. Evidence from prior sessions — confidence ratings, hint…
- Pattern interpretation requires caution about causal attribution. "Your performance improved this week" and "your strategy change caused…
- Weekly cadence assumes consistent study sessions. A learner with one session in a week has little data for a meaningful review. The skill…
What it can do on your machine
Read from SKILL.md and the folder at commit 6bbbce4. 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.
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
Weekly Agency Review loads about 4.2k tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 1,024 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,024 words (~4,157 tokens).
“Reviews the learner's week (or multi-session period) using accumulated evidence from prior sessions: first-attempt rates, hint depths reached, confidence calibration accuracy (before vs. after), transfer check results, and unassisted evidence checkpoint results. The AI presents the patterns in the data…”
- name
- weekly-agency-review
- disable-model-invocation
- false
- user-invocable
- true
- effort
- medium
- skill_id
- student-learning/weekly-agency-review
- skill_name
- Weekly Agency Review
- domain
- student-learning
- domain_number
- 20
- version
- 1.0
- audience
- student
- evidence_strength
- moderate
Files
Just SKILL.md in skills/student-learning/weekly-agency-review of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Weekly Agency Review 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Weekly Agency Review this skillGarethManning/education-agent-skills | 840 | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Reflectsamzong/Recall | 105 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Vss Generate Video CalibrationNVIDIA-AI-Blueprints/video-search-and-summarization | 1.9k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 | |
| Wp Performance Reviewelvismdev/claude-wordpress-skills | 235 | 1 repos | ~4.5k | Automated safety check: Pass | MIT | |
| Align Humanagentscope-ai/OpenJudge | 871 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Astreawarpfront/hipfire | 658 | — | ~2.6k | Automated safety check: Pass | Custom licence |
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Wp Performance Review
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WordPress performance code review and optimization analysis.
Align Human
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A skill your agent uses when the user has a judge/grader and human-labeled data, and wants to measure how well the judge agrees with humans, detect systematic biases, determine whether automatic…
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Related
Questions about Weekly Agency Review
What does Weekly Agency Review do?
Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and unassisted results. Weekly Agency Review is an agent skill from GarethManning/education-agent-skills. Review the week using accumulated session evidence — retrieval rates, hint depths, calibration accuracy, transfer and unassisted results.
When should I use Weekly Agency Review?
Weekly Agency Review fits situations like: tasks that involve Performance reviews.
How do I install Weekly Agency Review in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a claude-code`. Or copy the skill folder (skills/student-learning/weekly-agency-review in GarethManning/education-agent-skills) into .claude/skills/weekly-agency-review in your project. Claude Code loads it when a task matches its description.
How do I install Weekly Agency Review in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill weekly-agency-review -a codex`. Or copy the skill folder (skills/student-learning/weekly-agency-review in GarethManning/education-agent-skills) into .agents/skills/weekly-agency-review in your project. Codex loads it when a task matches its description.
Can I use Weekly Agency Review 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 GarethManning/education-agent-skills --skill weekly-agency-review -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weekly-agency-review, .gemini/skills/weekly-agency-review, .github/skills/weekly-agency-review and .opencode/skills/weekly-agency-review in your project.
What does Weekly Agency Review need to run?
SKILL.md names no scripts, command-line tools or credentials: Weekly Agency Review is instructions for the agent only.
Does Weekly Agency Review 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 Weekly Agency Review 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 Weekly Agency Review use?
Weekly Agency Review has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Weekly Agency Review use?
About 4.2k tokens (SKILL.md is roughly 17k 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 Weekly Agency Review?
Skills that share tags, products or a category with Weekly Agency Review: Reflect (samzong/Recall, 105 stars), Vss Generate Video Calibration (NVIDIA-AI-Blueprints/video-search-and-summarization, 1.9k stars), Wp Performance Review (elvismdev/claude-wordpress-skills, 235 stars) and Align Human (agentscope-ai/OpenJudge, 871 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Weekly Agency Review?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 840 GitHub stars. The repository holds 160 skills in this directory. The repository was last updated on August 28, 2026.
Source: GarethManning/education-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.